Engineering TEV Protease Engineering Altered Specificities of TEV Protease (Prof. Kevin Esvelt, MIT) FLIGHTED Inferring Fitness from High-Throughput Experiments (Prof. Kevin Esvelt, MIT) Permeability Modeling Predicting Permeability with Machine Learning and Molecular Dynamics Simulations (Inductive Bio) Protein Diffusion Models Diffusion Models for de novo Protein Binders (Generate:Biomedicines) ML on Phage-Assisted Continuous Evolution Inferring Fitness from Continuous Evolution Experiments (Prof. Kevin Esvelt, MIT) TERMinator Structure-Based Protein Design with Tertiary Repeating Motifs (Prof. Amy Keating, MIT) DNA-Encoded Libraries Uncertainty quantification and applicability domain analysis for machine learning on DNA-encoded libraries (Google Accelerated Sciences) Protein/Ligand Binding Debiasing, generalization, and attribution analysis on machine learning models (Dr. Lucy Colwell, University of Cambridge) Force-Field Functor Theory Incorporating Nuclear Quantum Effects into Force Fields (Prof. Alan Aspuru-Guzik, Harvard University)