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Remarks
Fri Jul 26 12:00 AM -- 12:05 AM (PDT) None
Opening Remarks
In ML for Life and Material Science: From Theory to Industry Applications
Remarks
Fri Jul 26 12:00 AM -- 12:05 AM (PDT) None
Opening Remarks
In ML for Life and Material Science: From Theory to Industry Applications
Keynote
Fri Jul 26 12:05 AM -- 12:30 AM (PDT) None
Development and application of protein-ligand co-folding models for small molecule drug discovery
In ML for Life and Material Science: From Theory to Industry Applications
Talk
Fri Jul 26 12:30 AM -- 12:50 AM (PDT) None
Morgan Levine, Principal Investigator at Altos Labs
In ML for Life and Material Science: From Theory to Industry Applications
Talk
Fri Jul 26 12:50 AM -- 01:10 AM (PDT) None
Unlocking the power of past and future QM Data generation efforts
In ML for Life and Material Science: From Theory to Industry Applications
Coffee Break
Fri Jul 26 01:10 AM -- 01:20 AM (PDT) None
Coffee Break
In ML for Life and Material Science: From Theory to Industry Applications
Talks
Fri Jul 26 01:20 AM -- 01:30 AM (PDT) None
Improving Fragment-Based Deep Molecular Generative Models
In ML for Life and Material Science: From Theory to Industry Applications
Talks
Fri Jul 26 01:30 AM -- 01:40 AM (PDT) None
FlowBack: A Flow-matching Approach for Generative Backmapping of Macromolecules
In ML for Life and Material Science: From Theory to Industry Applications
Talk
Fri Jul 26 01:40 AM -- 02:00 AM (PDT) None
Machine Learning for Simulation, Understanding, and Design of Molecules and Materials
In ML for Life and Material Science: From Theory to Industry Applications
Panel
Fri Jul 26 02:00 AM -- 02:45 AM (PDT) None
Panel with Michael Bronstein (VantAI, University of Oxford), Andrew Phillips (Sanofi), Sepp Hochreiter (Johannes Kepler University Linz)
In ML for Life and Material Science: From Theory to Industry Applications
Poster Session
Fri Jul 26 02:45 AM -- 03:50 AM (PDT) None
Lunch & Poster Session
In ML for Life and Material Science: From Theory to Industry Applications
Talk
Fri Jul 26 03:50 AM -- 04:10 AM (PDT) None
Why equivariance is so popular in Life and Material Science?
In ML for Life and Material Science: From Theory to Industry Applications
Talk
Fri Jul 26 04:10 AM -- 04:20 AM (PDT) None
Protein Thermodynamics and Kinetics with Deep Learning
In ML for Life and Material Science: From Theory to Industry Applications
Contributed talk
Fri Jul 26 04:30 AM -- 04:40 AM (PDT) None
Generative acceleration of molecular dynamics simulations for solid-state electrolytes
In ML for Life and Material Science: From Theory to Industry Applications
Talk
Fri Jul 26 04:40 AM -- 04:50 AM (PDT) None
A Recipe for Charge Density Prediction
In ML for Life and Material Science: From Theory to Industry Applications
Coffee Break
Fri Jul 26 04:50 AM -- 05:00 AM (PDT) None
Coffee Break
In ML for Life and Material Science: From Theory to Industry Applications
Talk
Fri Jul 26 05:00 AM -- 05:20 AM (PDT) None
Artificial Intelligence Deciphers the Code of Life Written in Proteins?
In ML for Life and Material Science: From Theory to Industry Applications
Talk
Fri Jul 26 05:20 AM -- 05:40 AM (PDT) None
Towards Broad AI for Molecules and Drug Discovery
In ML for Life and Material Science: From Theory to Industry Applications
Poster Session
Fri Jul 26 05:40 AM -- 06:40 AM (PDT) None
Coffee & Poster Session
In ML for Life and Material Science: From Theory to Industry Applications
Talks
Fri Jul 26 06:40 AM -- 07:25 AM (PDT) None
Panel on Material Science David Pfau (DeepMind), Philippe Schwaller (EPFL), Sebastian Pattinson (Matta, University of Cambridge)
In ML for Life and Material Science: From Theory to Industry Applications
Talk
Fri Jul 26 07:25 AM -- 07:55 AM (PDT) None
Generative Modeling for the Natural Sciences
In ML for Life and Material Science: From Theory to Industry Applications
Remarks
Fri Jul 26 07:55 AM -- 08:00 AM (PDT) None
Closing Remarks
In ML for Life and Material Science: From Theory to Industry Applications