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Coffee and Check-In
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Welcoming Remarks
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Harnessing the properties of equivariant neural networks to understand and design materials
Tess Smidt (MIT)
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Break
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Debugging genomic profiling experiments and predictive models with interpretation tools
Anshul Kundaje (Stanford University)
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Lunch (on your own)
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Explorations in Exploration: Deep Learning meets Value of Information for Sequential Experimental Design
Yisong Yue (Caltech)
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Break
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From Entropy to Artistry: on Thermodynamics and Generative AI
Stephan Mandt (UC Irvine)
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Reception
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Coffee and Check-In
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The State of Protein Structure Prediction and Friends
Mohammed AlQuraish (Columbia)
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Break
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Illuminating protein space with generative models
John Ingraham (Generate Biomedicines)
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Lunch (on your own)
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Generalizable sampling of conformational ensembles with latent space dynamics
Grant Rotskoff (Stanford)
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Break
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Machine learning for structural biology
Ellen Zhong (Princeton)
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Short Talks
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Coffee and Check-In
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ML gradients in Molecular Simulations
Rafael Gomez-Bombarelli (MIT)
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Break
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Deep learning and numerical methods intersections for improving molecular and fluid dynamics
Aditi Krishnapriyan (UC Berkeley)
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Lunch (on your own)
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Talk By
Zack Ulissi (Meta)
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Break
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Symmetries in Machine Learning for Materials Science
Ryan Adams (Princeton)
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Panel/Discussion
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Coffee and Check-In
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Open challenges in AI for molecular design: representation, experimental alignment, and oracle availability
Connor Coley (MIT)
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Break
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Short Talks
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Machine learning models of differential gene expression
Sara Mostafavi (University of Washington)
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Lunch (on your own)
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Meet at Simons Institute for organized social activities
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Coffee and Check-In
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Some thoughts on ML-based protein engineering
Jennifer Listgarten (UC Berkeley)
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Break
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Data is as Data Does: The Influence of Computation on Inference
John Patrick Cunningham (Columbia University)
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Lunch (on your own)
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Robust Equation Discovery and Sparse Sensing with Guarantees
Krithika Manohar (UW)
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Break
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Short Talks
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Error Embraced: Making Trustworthy Scientific Decisions with Imperfect Predictions
Clara Wong-fannjiang (Genentech)