Balancing Speed and Precision in Protein Folding: A Comparison of AlphaFold2, ESMFold, and OmegaFold
Hyskova, A., Marsalkova, E. et al.
Paper
Details
#ProteinFolding #AlphaFold2 #ESMFold
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#esmfold
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Posts tagged #esmfold
MiniFold: Simple, Fast, and Accurate Protein Structure Prediction
Jeremy Wohlwend, Mateo Reveiz, Matt McPartlon, Axel Feldmann, Wengong Jin, Regina Barzilay
Action editor: Ole Winther
https://openreview.net/forum?id=1p9hQTbjgo
#protein #alphafold2 #esmfold
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New #Featured Certification:
MiniFold: Simple, Fast, and Accurate Protein Structure Prediction
Jeremy Wohlwend, Mateo Reveiz, Matt McPartlon, Axel Feldmann, Wengong Jin, Regina Barzilay
https://openreview.net/forum?id=1p9hQTbjgo
#protein #alphafold2 #esmfold
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What is AI.zymes?🤔 Using evolutionary design, AI.zymes combines the best of🛠️ #Rosetta🧬#ProteinMPNN🔍 #ESMFold and⚡ #FieldTools.
Unlike other algorithms, AI.zymes specifically optimizes biocatalytic properties.
And it’s highly modular, ready to expand as new tools emerge!
2/🧵
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This cool study by Adrian Bunzel and co-workers puts great effort into capitalising on tools #RosettaDesign, #ESMFold, and #ProteinMPNN with evolutionary information to develop AI.zymes.
www.biorxiv.org/content/10.1...
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#SaprotHub: Making #protein #modeling accessible to all biologists:
-create & train own #DeepLearning models without the need for advanced #MachineLearning & coding expertise
doi.org/10.1101/2024...
#DIYbio #bioinformatics #CompChem #AI #ML #KI #LLM #AF2 #ESMfold #ColabFold #sciece #research
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It is often very informative to compare many ML methods for structure prediction.
Do all the models converge ?
Are there subtle differences between the models, with some more convincing than others?
Currently testing #alphafold #rosettafold #ESMFold #Omegafold #openfold and #unifold
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