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      <video:description>AlphaFold is a revolutionary tool in bioinformatics, developed by DeepMind, that utilizes artificial intelligence to predict protein structures with remarkable accuracy. This software stands out due to its use of deep learning models that simulate the folding of protein chains, predicting their three-dimensional structures from amino acid sequences. AlphaFold's approach involves training neural networks on a vast dataset of known protein structures, enabling it to infer the physical properties and likely conformations of proteins it has never seen before.</video:description>
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      <video:description>ESM-Fold is an advanced tool developed for predicting protein structures directly from amino acid sequences. This tool is part of the evolutionary scale modeling (ESM) family of models, which utilize deep learning techniques to understand and predict protein-related phenomena. ESM-Fold specifically harnesses the power of transformer-based language models to predict three-dimensional structures of proteins with impressive accuracy.</video:description>
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      <video:description>OmegaFold is an innovative protein structure prediction tool that represents a significant advancement in the field of bioinformatics. It is designed to predict protein structures from single amino acid sequences by leveraging a protein language model trained on unaligned sequences. This approach underscores the potential for primary sequences alone to carry evolutionary information sufficient for accurate structure prediction. OmegaFold serves as a crucial tool, especially when multiple sequence alignment (MSA)-based methods are impractical due to the absence of sufficient data or when constructing MSAs is challenging.</video:description>
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      <video:description>DiffDock-L is a cutting-edge computational tool in the field of computational drug discovery, utilizing a diffusion generative model (DGM) to enhance the process of molecular docking. This approach marks a significant advancement over traditional methods by incorporating techniques initially developed for image processing into the prediction of how ligands interact with protein targets. By simulating the way small molecules, or ligands, bind to proteins, DiffDock aims to accurately predict their orientation and interaction within the protein's active site, a crucial aspect for understanding and influencing protein function.</video:description>
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      <video:description>SMINA (Simple Molecular Interaction Analysis) is a tool for molecular docking simulations to predict the binding orientation and affinity of small molecules to protein targets. The significance of SMINA in drug discovery lies in its ability to streamline the process of identifying and optimizing lead compounds. By predicting how small molecules interact with protein targets, SMINA helps prioritize compounds for further testing and development.</video:description>
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      <video:description>GeoDock is a cutting-edge tool that advances the field of protein-protein docking through its multi-track iterative transformer network architecture. This innovative approach overcomes the constraints found in traditional docking algorithms and other deep learning-based methods. GeoDock specializes in predicting the structures of protein complexes, starting with separate docking partners. It takes into account the flexibility of individual protein residues, which is essential for accurately modeling the conformational changes that occur during protein binding.</video:description>
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      <video:description>MegaDock is a high-performance protein-protein docking tool that enables researchers to predict the complex structures formed by protein interactions. Utilizing a rigid-body docking approach, MegaDock can rapidly generate and evaluate potential protein-protein complexes from given structures. In drug discovery, understanding how proteins interact with each other and with small molecules is crucial for identifying potential drug targets and optimizing lead compounds.</video:description>
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      <video:description>AlphaFold-DB, is a groundbreaking tool in bioinformatics that leverages artificial intelligence to predict protein structures with exceptional accuracy. This software is distinguished by its utilization of deep learning models to simulate protein folding, predicting their three-dimensional configurations based on existing data within protein structure databases.</video:description>
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      <video:description>BLAST is a fundamental software tool widely used in bioinformatics for comparing an amino acid or nucleotide sequence against a database of sequences to identify similar sequences. It excels in speed and efficiency, making it one of the most popular tools for sequence analysis. BLAST performs both local alignments, which identify regions of similarity, and provides detailed information about each match, including scores that reflect the degree of alignment, helping researchers infer biological functions, evolutionary relationships, and the molecular biology of sequences.</video:description>
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      <video:description>PSI-BLAST (Position-Specific Iterated BLAST) stands out as an enhanced version of the BLAST algorithm, enabling the detection of distant evolutionary relationships among proteins. This powerful tool allows users to perform iterative searches with a position-specific scoring matrix (PSSM). The PSSM is constructed from the alignment of sequences that are initially found to be similar to the query sequence. By updating this scoring matrix after each iteration, PSI-BLAST can find progressively more distant homologs in the protein database.</video:description>
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      <video:description>Foldseek is a groundbreaking tool in structural bioinformatics, designed to search massive databases of protein structures with unprecedented speed. It utilizes a unique method of representing protein tertiary structures as sequences using a "structural alphabet." This approach enables Foldseek to perform searches far more rapidly than traditional methods, handling databases containing millions of structures efficiently.</video:description>
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      <video:description>MAFFT is an essential software tool used in bioinformatics for creating multiple sequence alignments of amino acid or nucleotide sequences.  It stands out in its field due to its speed and efficiency, which are achieved through the use of various algorithms such as the Fast Fourier Transform (FFT) to handle large datasets with thousands of sequences. This makes MAFFT particularly useful in phylogenetic studies, where understanding the evolutionary relationships between different organisms based on their genetic sequences is crucial. The tool can perform both global alignments, which align entire sequences from end to end, and local alignments, which find regions of similarity within long sequences.</video:description>
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      <video:description>Clustal Omega is a prominent software used in bioinformatics for performing multiple sequence alignments of protein sequences. Renowned for its precision and ability to handle large datasets efficiently, Clustal Omega employs an advanced algorithm that utilizes Hidden Markov Models (HMMs) for sequence alignment. This enhances its capability to manage very large numbers of sequences, making it indispensable for comprehensive phylogenetic analyses.</video:description>
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      <video:description>MUSCLE (Multiple Sequence Comparison by Log-Expectation) is another highly regarded tool in the field of bioinformatics for aligning multiple sequences of amino acids or nucleotides. It is celebrated for its exceptional speed and effectiveness, particularly when dealing with medium-sized datasets. MUSCLE utilizes a three-stage algorithm that first builds a draft alignment, then refines this alignment in a progressive manner, and finally fine-tunes it using iterative methods. This approach ensures accurate global alignments and can also adapt to produce local alignments, depending on the nature of the sequences. Its capability to swiftly generate phylogenetic trees and determine evolutionary relationships makes MUSCLE a go-to tool in genomics and molecular biology research.</video:description>
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      <video:title>ProbCons Online Tool in Choppr</video:title>
      <video:description>ProbCons is a widely used software in bioinformatics, particularly renowned for its accuracy in multiple sequence alignment (MSA). Its proficiency in handling large datasets efficiently makes it a go-to choice for comprehensive phylogenetic analyses.</video:description>
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    <lastmod>2024-08-08</lastmod>
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      <video:title>Kalign Online Tool in Choppr</video:title>
      <video:description>Kalign is a robust tool in the field of bioinformatics, designed for the efficient alignment of nucleotide and protein sequences. It is particularly noted for its speed and accuracy in producing multiple sequence alignments. Kalign employs a novel algorithm that focuses on using a global alignment strategy, which optimizes the distance calculations between sequences through a combination of dynamic programming and the Wu-Manber string-matching algorithm. This method significantly enhances the tool's performance, particularly when handling large datasets.
The utility of Kalign extends to various scientific applications, including phylogenetic analysis and functional genomics.</video:description>
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    <lastmod>2024-08-08</lastmod>
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      <video:title>MSAProbs Online Tool in Choppr</video:title>
      <video:description>MSAProbs is an advanced bioinformatics tool designed for multiple sequence alignment (MSA) that leverages probabilistic consistency models. It combines the benefits of pairwise alignment algorithms with probabilistic consistency techniques to improve the accuracy of alignments, particularly for sequences with low similarity. MSAProbs employs a progressive alignment strategy and uses a posterior probability matrix to guide the alignment process, ensuring higher reliability in the results.</video:description>
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    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/nH9EwzAqLJM?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=nH9EwzAqLJM</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/nH9EwzAqLJM/default.jpg</video:thumbnail_loc>
      <video:title>PhyML Online Tool in Choppr</video:title>
      <video:description>PhyML is a powerful computational tool used extensively in bioinformatics for the phylogenetic analysis of molecular data. It is designed to construct maximum likelihood phylogenies from sets of homologous sequences, typically protein sequences. PhyML stands out due to its efficiency and the robustness of its statistical approach, which allows for the accurate estimation of evolutionary relationships among the sequences analyzed.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>phylogeny</video:tag>
      <video:tag>trees</video:tag>
      <video:tag>phyml</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/fasttree</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/dKR3k0IdlsY?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=dKR3k0IdlsY</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/dKR3k0IdlsY/default.jpg</video:thumbnail_loc>
      <video:title>FastTree Online Tool in Choppr</video:title>
      <video:description>FastTree is a specialized tool widely used in bioinformatics for constructing phylogenetic trees from large datasets of nucleotide or protein sequences. It is particularly noted for its speed and efficiency, allowing it to handle extremely large datasets much faster than traditional phylogenetic tree-building methods, such as those found in tools like PHYLIP or RAxML. FastTree accomplishes this by employing an approximate maximum likelihood method that simplifies some of the calculations typically involved in more exhaustive approaches.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>phylogeny</video:tag>
      <video:tag>trees</video:tag>
      <video:tag>fasttree</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/raxml</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/RRpHoC-wJZM?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=RRpHoC-wJZM</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/RRpHoC-wJZM/default.jpg</video:thumbnail_loc>
      <video:title>RAxML Online Tool in Choppr</video:title>
      <video:description>RAxML is a highly regarded tool in bioinformatics for phylogenetic analysis, particularly favored for its ability to efficiently handle large datasets and complex evolutionary models. It specializes in the maximum likelihood estimation of phylogenetic trees, providing a robust framework for the detailed analysis of protein sequences. RAxML is known for its computational intensity, but it compensates with sophisticated optimization techniques that speed up calculations without sacrificing the accuracy of the results.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>phylogeny</video:tag>
      <video:tag>trees</video:tag>
      <video:tag>raxml</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/veryfasttree</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/cfXCDvwFvLM?si=QE5A5IlWJF2QZ3gq&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=cfXCDvwFvLM</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/cfXCDvwFvLM/default.jpg</video:thumbnail_loc>
      <video:title>VeyrFastTree Online Tool in Choppr</video:title>
      <video:description>VeryFastTree is an efficient tool designed for constructing phylogenetic trees from large sequence alignments. It improves upon the speed of traditional tree-building algorithms by using a combination of approximate maximum likelihood methods and heuristic optimizations.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>phylogeny</video:tag>
      <video:tag>trees</video:tag>
      <video:tag>veryfasttree</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/fastme</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/-Oelo1p7I1c?si=D8v7w18aPr3wCMIM&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=-Oelo1p7I1c</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/-Oelo1p7I1c/default.jpg</video:thumbnail_loc>
      <video:title>FastME Online Tool in Choppr</video:title>
      <video:description>FastMe (Fast Minimum Evolution) is a bioinformatics tool used for the rapid construction of phylogenetic trees. It employs a minimum evolution principle to infer phylogenies, optimizing tree length using fast and efficient algorithms. FastMe supports both distance-based and maximum likelihood methods, providing flexibility in tree reconstruction.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>phylogeny</video:tag>
      <video:tag>trees</video:tag>
      <video:tag>fastme</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/esmif1</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/9AuvQkQ5n4g?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=9AuvQkQ5n4g</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/9AuvQkQ5n4g/default.jpg</video:thumbnail_loc>
      <video:title>ESM-IF1 Online Tool in Choppr</video:title>
      <video:description>The ESM-IF1 inverse folding model is a cutting-edge tool designed to predict protein sequences based on their backbone atom coordinates. What sets ESM-IF1 apart is its innovative architecture, which combines the power of a transformer neural network with the capabilities of a Geometric Vector Perceptron (GVP). The transformer component allows for the processing of sequential data with attention mechanisms that can capture long-range dependencies within the protein structure. On the other hand, the GVP is adept at interpreting the geometric data of proteins, providing a way to incorporate spatial information directly into the sequence prediction process.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>esmif1</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/proteinmpnn</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/21VfWRx0Wps?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=21VfWRx0Wps</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/21VfWRx0Wps/default.jpg</video:thumbnail_loc>
      <video:title>ProteinMPNN Online Tool in Choppr</video:title>
      <video:description>ProteinMPNN is an advanced computational model developed to enhance the capabilities of inverse folding in protein structures. This model excels in predicting not only the amino acids of a given protein structure but also its specific chains and complexes. One of its most notable applications is the creation of functional homologs or mutants of existing proteins by leveraging the inverse folding technique to explore and sample the sequence space effectively.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>proteinmpnn</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/interproscan</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/QMFi5SxOHxI?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=QMFi5SxOHxI</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/QMFi5SxOHxI/default.jpg</video:thumbnail_loc>
      <video:title>InterProScan Online Tool in Choppr</video:title>
      <video:description>InterProScan is a powerful bioinformatics tool used to identify protein domains and predict protein function by scanning sequences against the InterPro database. This database integrates signatures from multiple protein signature databases, including Pfam, PRINTS, PROSITE, and others, providing comprehensive functional annotations for proteins.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>interproscan</video:tag>
      <video:tag>domain</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/p2rank</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/W8n_jDv7aro?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=W8n_jDv7aro</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/W8n_jDv7aro/default.jpg</video:thumbnail_loc>
      <video:title>P2Rank Online Tool in Choppr</video:title>
      <video:description>P2Rank is a practical and highly efficient software tool designed for predicting ligand binding sites on protein structures. Utilizing a machine learning approach based on random forests, P2Rank focuses on identifying regions in proteins that are likely to bind small molecules, which is crucial for understanding protein function and for drug design applications. Its methodology involves analyzing the surface properties of proteins and recognizing patterns that typically correspond to ligand binding sites.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>p2rank</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/fpocket</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/TY0J2DAXC_c?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=TY0J2DAXC_c</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/TY0J2DAXC_c/default.jpg</video:thumbnail_loc>
      <video:title>FPocket Online Tool in Choppr</video:title>
      <video:description>Fpocket is a tool designed for identifying and analysing  pockets on protein surfaces that are potential binding sites for small molecules.  It utilises a geometry-based algorithm that employs Voronoi tessellation and alpha spheres to efficiently detect pockets on protein surfaces. This method allows Fpocket to analyse the spatial and geometric features of proteins to identify potential binding sites, which are crucial for understanding protein function and facilitating drug discovery.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>fpocket</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/fatcat_superimposition</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/rYM-SV1kk4c?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=rYM-SV1kk4c</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/rYM-SV1kk4c/default.jpg</video:thumbnail_loc>
      <video:title>FatCat Online Tool in Choppr</video:title>
      <video:description>Fatcat (Flexible structure AlignmenT by Chaining Aligned fragment pairs with Twists) is a tool designed for the alignment of protein structures, allowing for flexibility in the protein backbone. It employs a method that identifies and aligns fragment pairs, accommodating structural twists and variations, which makes it particularly useful for comparing proteins with significant conformational changes. This approach enhances the accuracy of alignment by considering the inherent flexibility of protein structures, thus providing a more realistic comparison of their three-dimensional configurations.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>superimposition</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/ce_superimposition</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/bkHr5_rwND8?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=bkHr5_rwND8</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/bkHr5_rwND8/default.jpg</video:thumbnail_loc>
      <video:title>Combinatorial Extension Online Tool in Choppr</video:title>
      <video:description>Combinatorial Extension (CE) is a robust method for aligning protein structures by identifying the optimal path through a matrix of aligned fragment pairs. This algorithm extends aligned fragments in a combinatorial manner, constructing a global alignment from multiple local alignments. CE is highly effective in detecting distant evolutionary relationships between proteins by focusing on the spatial arrangement of secondary structure elements, rather than relying solely on sequence similarity, thus revealing structural homologies that might be obscured by sequence divergence.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>superimposition</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/tm-align_superimposition</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/ThP7ptKyrZk?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=ThP7ptKyrZk</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/ThP7ptKyrZk/default.jpg</video:thumbnail_loc>
      <video:title>TM Align Superimposition Online Tool in Choppr</video:title>
      <video:description>TM Align (Template Modeling Alignment) is a widely used algorithm for protein structure alignment, focusing on the global spatial arrangement of residues. It employs a heuristic approach to maximize the TM-score, a metric that assesses the structural similarity between two protein molecules. TM Align is particularly valued for its ability to provide a reliable measure of structural similarity, regardless of the length and orientation of the proteins being compared. This makes it a powerful tool for identifying structurally similar proteins and assessing their functional relationships.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>superimposition</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/smith-waterman-3d_superimposition</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/95DlRc05INg?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=95DlRc05INg</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/95DlRc05INg/default.jpg</video:thumbnail_loc>
      <video:title>Smith Waterman 3D Superimposition Online Tool in Choppr</video:title>
      <video:description>Smith Waterman 3D adapts the classic Smith-Waterman algorithm for local sequence alignment to the realm of three-dimensional protein structures. This algorithm performs an exhaustive search to identify the optimal local alignment between protein structures, allowing for gaps and insertions. By focusing on local regions of high similarity, Smith Waterman 3D is adept at detecting conserved structural motifs and functional domains within larger, more divergent protein structures. This precise alignment capability is crucial for understanding the functional aspects of protein architecture and interactions.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>superimposition</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/thermo</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/u-ayVvufFyY?si=8hdwc-Z1Ms06I8NT&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=u-ayVvufFyY</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/u-ayVvufFyY/default.jpg</video:thumbnail_loc>
      <video:title>ThermoMPNN Online Tool in Choppr</video:title>
      <video:description>ThermoMPNN (Thermodynamic Multistate Protein-Protein Network Navigator) is a computational tool that models and predicts the thermodynamics of protein-protein interactions within a network. By simulating the binding affinities and energetic profiles of multiple interacting proteins, ThermoMPNN helps researchers understand the stability and dynamics of protein complexes under different conditions.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>thermompnn</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/scannet</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/MhyGbgvKV40?si=SqLPoASVLFGX0wQH&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=MhyGbgvKV40</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/MhyGbgvKV40/default.jpg</video:thumbnail_loc>
      <video:title>Scannet Online Tool in Choppr</video:title>
      <video:description>Scannet is a bioinformatics tool designed for the identification and annotation of protein domains and functional sites. By scanning protein sequences against a comprehensive database of known motifs and domains, Scannet provides insights into the functional components of proteins. This tool is essential for functional annotation in genome projects, helping to predict the roles of newly sequenced proteins and understand their contributions to cellular processes and pathways.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinstructure</video:tag>
      <video:tag>scannet</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/protparam</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/VLD8YutpIaY?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=VLD8YutpIaY</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/VLD8YutpIaY/default.jpg</video:thumbnail_loc>
      <video:title>ProtParam Online Tool in Choppr</video:title>
      <video:description>Protparam is a valuable computational tool developed by ExPASy for analyzing protein sequences. This tool offers comprehensive analysis by computing various physical and chemical parameters essential for understanding protein properties.theoretical pI (isoelectric point), instability index, GRAVY (grand average of hydropathicity), amino acid surface accessibility both hydrophobic and hydrophilic, aliphatic index, and the percentage composition of uncharged polar, polar, hydrophobic, and positively charged residues.  These metrics are vital for predicting the protein's behavior, its stability, solubility, and interaction with other molecules, which are all crucial for experimental design and understanding the protein's function in biological systems.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinsequence</video:tag>
      <video:tag>protparam</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/protein-sol</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/ju_o_6tIFPo?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=ju_o_6tIFPo</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/ju_o_6tIFPo/default.jpg</video:thumbnail_loc>
      <video:title>Protein-Sol Online Tool in Choppr</video:title>
      <video:description>Protein-Sol is a predictive tool designed to estimate the solubility of expressed recombinant proteins based on their sequence. It utilizes a machine learning model trained on a dataset of E. coli protein expression experiments, where the sequences are analyzed to predict solubility upon over expression. This tool is particularly useful for researchers involved in protein engineering, where solubility can be a major constraint on protein usability. By providing insights into potential solubility issues before experimental implementation, Protein-Sol helps in optimizing protein design and improving yield in biotechnological applications.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinsequence</video:tag>
      <video:tag>solubility</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/topcons</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/o_BMLIaWDcg?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=o_BMLIaWDcg</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/o_BMLIaWDcg/default.jpg</video:thumbnail_loc>
      <video:title>TOPCONS Online Tool in Choppr</video:title>
      <video:description>TOPCONS is an advanced web-based tool used for predicting the membrane topology of proteins, combining several top methods into a consensus prediction. This tool is indispensable for the study of membrane proteins, offering predictions about the orientation and span of transmembrane helices and the location of signal peptides. TOPCONS uses multiple algorithms to generate its predictions, thus providing a more reliable and accurate assessment compared to individual methods. It is particularly valuable for researchers working with newly sequenced proteins where membrane topology plays a critical role in function and localization.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinsequence</video:tag>
      <video:tag>topcons</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/epidope</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/CnCqqqmsKxs?si=BuW8_N8uxhMyfq2E&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=CnCqqqmsKxs</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/CnCqqqmsKxs/default.jpg</video:thumbnail_loc>
      <video:title>Epidope Online Tool in Choppr</video:title>
      <video:description>Epidope is a computational tool designed to predict antigenic epitopes on protein surfaces. By analyzing protein sequences and structures, Epidope identifies potential regions that can be recognized by the immune system, aiding in vaccine design and immunotherapy research. This tool is essential for identifying target sites for antibody binding, understanding immune responses, and developing strategies for combating infectious diseases and autoimmune disorders.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinprediction</video:tag>
      <video:tag>epidope</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/deepcoil</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/q2Iq5IPofho?si=V4g8GmHa2yVoXxW5&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=q2Iq5IPofho</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/q2Iq5IPofho/default.jpg</video:thumbnail_loc>
      <video:title>Deepcoil2 Online Tool in Choppr</video:title>
      <video:description>Deepcoil2 is a cutting-edge tool designed for predicting coiled-coil protein structures, utilizing advanced deep learning techniques. Coiled-coils are helical structures formed by the intertwining of two or more alpha-helices, and they play crucial roles in protein-protein interactions and structural stability. Deepcoil2 refines the prediction of these structures by analyzing amino acid sequences and their propensities to form coiled-coils. By training on extensive datasets of known coiled-coil proteins, Deepcoil2 achieves high accuracy in identifying these motifs, aiding in the study of protein interactions and the design of synthetic proteins.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinprediction</video:tag>
      <video:tag>deepcoil</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/protpy</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/TpBYXlp5mek?si=rtOEtf3WgGskjpP5&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=TpBYXlp5mek</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/TpBYXlp5mek/default.jpg</video:thumbnail_loc>
      <video:title>ProtPy Online Tool in Choppr</video:title>
      <video:description>ProtPy is a comprehensive protein analysis tool that provides various biochemical, physicochemical and structural descriptors/features of protein sequences. All of these descriptors are calculated using sequence-derived or physicochemical features of the constituent amino acids that make up the proteins.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinsequence</video:tag>
      <video:tag>protpy</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/emboss</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/CXC9aibfeTc?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=CXC9aibfeTc</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/CXC9aibfeTc/default.jpg</video:thumbnail_loc>
      <video:title>Emboss Cons Online Tool in Choppr</video:title>
      <video:description>EMBOSS Cons is a computational tool designed to calculate the consensus sequence from a multiple sequence alignment (MSA). It is part of the EMBOSS suite, which is a package of high-quality bioinformatics tools for genome analysis. Cons takes an MSA as input and generates a consensus sequence that represents the alignment by identifying the most frequent residue (nucleotide or amino acid) at each position in the alignment.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinsequence</video:tag>
      <video:tag>emboss</video:tag>
      <video:tag>alignment</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/pypythia</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/TiOzcLcbP9U?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=TiOzcLcbP9U</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/TiOzcLcbP9U/default.jpg</video:thumbnail_loc>
      <video:title>Pythia Online Tool in Choppr</video:title>
      <video:description>Pythia is a lightweight python library to predict the difficulty of Multiple Sequence Alignments (MSA). Phylogenetic analyzes under the Maximum-Likelihood (ML) model are time and resource intensive. To adequately capture the vastness of tree space, one needs to infer multiple independent trees. On some datasets, multiple tree inferences converge to similar tree topologies, on others to multiple, topologically highly distinct yet statistically indistinguishable topologies. Pythia predicts the degree of difficulty of analyzing a dataset prior to initiating ML-based tree inferences.</video:description>
      <video:tag>phylogeny</video:tag>
      <video:tag>proteinsequence</video:tag>
      <video:tag>pythia</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/clipkit</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/3KMwznWVJ9Y?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=3KMwznWVJ9Y</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/3KMwznWVJ9Y/default.jpg</video:thumbnail_loc>
      <video:title>ClipKit Online Tool in Choppr</video:title>
      <video:description>ClipKit is a software tool designed for optimizing multiple sequence alignments (MSAs) through selective trimming, which improves phylogenetic analyses. The tool provides a flexible and robust approach to handling sequence data by implementing several strategies to remove poorly aligned regions or those with high variability, which can confound phylogenetic inference. ClipKit assesses the quality of each column within an MSA and selectively retains or removes columns based on their contribution to the overall alignment quality.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>alignment</video:tag>
      <video:tag>clipkit</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/trimal</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/CgIUmy5UucA?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=CgIUmy5UucA</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/CgIUmy5UucA/default.jpg</video:thumbnail_loc>
      <video:title>TrimAl Online Tool in Choppr</video:title>
      <video:description>TrimAl is a tool developed for the automated removal of spurious sequences or poorly aligned regions from multiple sequence alignments (MSAs). This software is particularly useful in phylogenetic analyses, where the quality of the MSA can significantly impact the accuracy of the resulting phylogenetic trees.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>alignment</video:tag>
      <video:tag>trimal</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/2d_smile_search</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/IwKgbjhmG2Y?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=IwKgbjhmG2Y</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/IwKgbjhmG2Y/default.jpg</video:thumbnail_loc>
      <video:title>2D PubChem Search Online Tool in Choppr</video:title>
      <video:description>2D PubChem is a widely-used resource in cheminformatics and bioinformatics, offering extensive information about chemical compounds in a two-dimensional format. PubChem is an open chemistry database maintained by the National Center for Biotechnology Information (NCBI), which contains information on the chemical structures, properties, and biological activities of molecules. The 2D representation in PubChem is particularly useful for visualizing the structural formula of compounds, which is essential for understanding their chemical properties and interactions.</video:description>
      <video:tag>cheminformatics</video:tag>
      <video:tag>chemicalcompounds</video:tag>
      <video:tag>smile</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/3d_smile_search</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/9OADDkgMj-g?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=9OADDkgMj-g</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/9OADDkgMj-g/default.jpg</video:thumbnail_loc>
      <video:title>3D PubChem Search Online Tool in Choppr</video:title>
      <video:description>3D PubChem extends the capabilities of the PubChem database by providing three-dimensional representations of chemical compounds. This feature allows researchers to explore the spatial arrangement of atoms within a molecule, which is crucial for understanding the molecular geometry and its implications for biological interactions and functions. The 3D view in PubChem enhances the analysis of molecular docking, binding interactions, and structure-activity relationships (SAR).</video:description>
      <video:tag>cheminformatics</video:tag>
      <video:tag>chemicalcompounds</video:tag>
      <video:tag>smile</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/chembl_smile_search</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/3X6EB5YLk8w?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=3X6EB5YLk8w</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/3X6EB5YLk8w/default.jpg</video:thumbnail_loc>
      <video:title>ChEMBL SMILE Search Online Tool in Choppr</video:title>
      <video:description>ChEMBL SMILE Search is a chemical search tool provided by the ChEMBL database, which allows users to find chemical compounds based on SMILES (Simplified Molecular Input Line Entry System) notation. This tool supports exact, substructure, and similarity searches, enabling researchers to quickly identify molecules that match specific structural criteria. ChEMBL's comprehensive database ensures that users have access to a vast array of chemical data, making it invaluable for drug discovery and chemical biology research.</video:description>
      <video:tag>chembl</video:tag>
      <video:tag>chemicalcompounds</video:tag>
      <video:tag>smile</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/admetica</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/MoK05N6u9zQ?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=MoK05N6u9zQ</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/MoK05N6u9zQ/default.jpg</video:thumbnail_loc>
      <video:title>Admetica Online Tool in Choppr</video:title>
      <video:description>ADMETica is an advanced bioinformatics tool integrated within the Datagrok platform, designed to predict ADMET (Absorption, Distribution, Metabolism, Excretion, and Toxicity) properties of chemical compounds. Utilizing state-of-the-art machine learning algorithms and comprehensive datasets, ADMETica provides critical insights into the pharmacokinetic and toxicological profiles of potential drug candidates.</video:description>
      <video:tag>admet</video:tag>
      <video:tag>cheminformatics</video:tag>
      <video:tag>chemicalcompounds</video:tag>
      <video:tag>smile</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/fmcs</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/S8Egvten7iI?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=S8Egvten7iI</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/S8Egvten7iI/default.jpg</video:thumbnail_loc>
      <video:title>FMCS Online Tool in Choppr</video:title>
      <video:description>FMCS (Find Maximum Common Substructure) is a cheminformatics tool used to identify the largest common substructure between two or more chemical compounds. By comparing molecular structures, FMCS highlights the shared substructures, providing insights into the structural features that contribute to biological activity. By identifying common substructures, researchers can infer the structural motifs that are responsible for the desired biological effects, guiding the design of new compounds with similar activities. FMCS also supports the analysis of structure-activity relationships, helping to identify key structural features that influence biological activity.</video:description>
      <video:tag>fmcs</video:tag>
      <video:tag>chemicalcompounds</video:tag>
      <video:tag>smile</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/brics</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/WgAK0MkJdn4?si=gf0siqtXQzo8YD-H&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=WgAK0MkJdn4</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/WgAK0MkJdn4/default.jpg</video:thumbnail_loc>
      <video:title>BRICS Online Tool in Choppr</video:title>
      <video:description>BRICS (Breakdown of Recurrent chemical Combinatorial Substructures) is a cheminformatics tool used to decompose chemical compounds into their constituent fragments. By breaking down molecules into smaller, chemically meaningful substructures, BRICS facilitates the analysis of compound libraries, aiding in drug discovery and development.</video:description>
      <video:tag>cheminformatics</video:tag>
      <video:tag>chemicalcompounds</video:tag>
      <video:tag>smile</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/recap</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/EuIpwD3c6h4?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=EuIpwD3c6h4</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/EuIpwD3c6h4/default.jpg</video:thumbnail_loc>
      <video:title>Retrosynthetic Combinatorial Analysis Procedure Online Tool in Choppr</video:title>
      <video:description>RECAP (Retrosynthetic Combinatorial Analysis Procedure) is a technique for fragmenting molecules by breaking them down at 11 predefined bond types, excluding small alkyl groups and cyclic bonds. By breaking down molecules into simpler fragments, Recap provides insights into their synthesis and helps identify potential routes for chemical synthesis. In drug discovery, it helps identify synthetic routes for lead compounds, guiding the design of compounds that are not only biologically active but also synthetically feasible. Recap also supports the analysis of chemical diversity within compound libraries, helping to identify novel scaffolds and optimize lead compounds.</video:description>
      <video:tag>chemicalcompounds</video:tag>
      <video:tag>smile</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/fragglesim</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/ziBuMjqlKKU?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=ziBuMjqlKKU</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/ziBuMjqlKKU/default.jpg</video:thumbnail_loc>
      <video:title>FraggleSim Online Tool in Choppr</video:title>
      <video:description>FraggleSim is a cheminformatics tool used for fragment-based drug design, which involves breaking down compounds into smaller fragments and analyzing their interactions with biological targets. By simulating the binding of these fragments to target proteins, FraggleSim provides insights into the key interactions that contribute to binding affinity and specificity.</video:description>
      <video:tag>cheminformatics</video:tag>
      <video:tag>chemicalcompounds</video:tag>
      <video:tag>fragglesim</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
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  <url>
    <loc>https://www.quandlelabs.com/tools/anybreak</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/wcwPxLUe94g?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=wcwPxLUe94g</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/wcwPxLUe94g/default.jpg</video:thumbnail_loc>
      <video:title>Anybreak Online Tool in Choppr</video:title>
      <video:description>Anybreak is a versatile tool for identifying breakpoints in protein sequences, such as those caused by structural variations or mutations. By analyzing sequence data, Anybreak detects these disruptions, providing insights into how they might affect protein function and stability. It first applies the BRICS methodology for fragmentation and, if ineffective, resorts to generating all possible fragments. This approach ensures that no potential fragment is overlooked, making it ideal for comprehensive analyses of molecular structures in drug discovery and chemical research.</video:description>
      <video:tag>anybreak</video:tag>
      <video:tag>chemicalcompounds</video:tag>
      <video:tag>smile</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/string</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/hLVmiFFrCf0?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=hLVmiFFrCf0</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/hLVmiFFrCf0/default.jpg</video:thumbnail_loc>
      <video:title>STRING Online Tool in Choppr</video:title>
      <video:description>STRING (Search Tool for the Retrieval of Interacting Genes/Proteins) is a comprehensive database and web resource dedicated to protein-protein interactions. It includes direct (physical) and indirect (functional) associations derived from computational prediction, knowledge transfer between organisms, and interactions aggregated from other (primary) databases. STRING helps users explore protein-protein interactions to understand protein functions and networks in molecular biology.</video:description>
      <video:tag>protein</video:tag>
      <video:tag>proteinsequence</video:tag>
      <video:tag>string</video:tag>
      <video:tag>choppr</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/tools/butina_compound_clustering</loc>
    <lastmod>2024-08-08</lastmod>
    <priority>1</priority>
    <video:video>
      <video:player_loc allow_embed="yes">https://www.youtube.com/embed/MmlQqVVtlKY?feature=shared&amp;amp;controls=0&amp;showinfo=0&amp;loop=1&amp;autoplay=1&amp;mute=1&amp;playlist=MmlQqVVtlKY</video:player_loc>
      <video:thumbnail_loc>https://img.youtube.com/vi/MmlQqVVtlKY/default.jpg</video:thumbnail_loc>
      <video:title>Butina Clustering Online Tool in Choppr</video:title>
      <video:description>Butina is a clustering algorithm used primarily in the field of cheminformatics for grouping similar molecules based on their structural properties. The method involves the use of a similarity matrix, often calculated using the Tanimoto coefficient, to measure the similarity between molecular fingerprints. Butina clustering is designed to identify homogeneous clusters, ensuring that the centroid of each cluster is more similar to the members of its cluster than to any molecule outside it.</video:description>
      <video:tag>chemicalcompounds</video:tag>
      <video:tag>smile</video:tag>
      <video:tag>choppr</video:tag>
      <video:tag>butina</video:tag>
    </video:video>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/search_and_combine_similar_compounds</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/blind_docking_with_diffdock_l</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/cluster_compounds_and_substructure_search</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/homolog_search_and_create_phylo_tree</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/pocket_search_and_docking</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/protein_domain_search</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/sequence_alignment_and_trimming_and_phylo_tree</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/sequence_alignment_and_phylo_tree</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/design_a_soluble_protein_with_proteinmpnn</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/structure_homologs_and_phylo_tree</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/protein_binding_site_prediction</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/protein_protein_interactions_with_string</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/structure_homologs_and_blind_docking</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/compound_search_and_admet</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/ppi_and_blind_docking</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/compound_fragmenting_and_admet</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.quandlelabs.com/workflows/design_a_thermostable_protein</loc>
    <lastmod>2025-04-21</lastmod>
    <priority>1</priority>
  </url>
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