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Workshop at the 37th Conference on Neural Information Processing Systems
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Machine Learning in Structural Biology Machine Learning in Structural Biology Workshop at the 37th Conference on Neural Information Processing Systems December 2023 Toggle navigation MLSB About Presenter Information Invited Speakers Schedule Accepted Papers Organizers Past Workshops Sponsors Contact About Structural biology, the study of the 3D structure or shape of proteins and other biomolecules, has been transformed by breakthroughs from machine learning algorithms. Machine learning models are now routinely used by experimentalists to predict structures to aid in hypothesis generation and experimental design, accelerate the experimental process of structure determination (e.g. computer vision algorithms for cryo-electron microscopy), and have become a new industry standard for bioengineering new protein therapeutics (e.g. large language models for protein design). Despite all of this progress, there are still many active and open challenges for the f...
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