Breadcrumb Home Machine Learning in Drug Discovery Symposium Agenda Machine Learning in Drug Discovery Symposium Overview Workshop Organizers Advisory Committee Organizing Committee Register Getting here Archive 2025 Overview Agenda Speakers Organizers Advisory Committee Organizing Committee Workshop 2024 Overview Speakers Organizers Advisory Comittee Organizing Committee Agenda Workshop 2023 Overview Agenda Abstracts Organizers Advisory Comittee Organizing Committee 2022 Organizers Advisory Committee Organizing Committee Day 1, November 6, 2025 12:00 - 5:00 pm Workshop Day 2, November 7, 2025 8:00 - 6:00 pm Symposium Symposium 8:00 - 9:00 am Registration and Breakfast Opening Session 9:00 - 9:10 am Welcome Sumaiya Iqbal Broad Institute 9:10 - 9:25 am Opening Remarks and Keynote Introduction Stacey Gabriel Broad Institute Keynote 9:30 - 10:30 am Keynote From Models to Medicines: Delivering on the Promise of AI-Driven Drug Discovery Thomas Miller Iambic Therapeutics Morning Session Chair: Sumaiya Iqbal 10:30 - 11:10 am Foundation models in biomedicine: from modeling the tissue to modeling all of biology. Zelda Mariet Bioptimus 11:10 - 11:30 am Break and Poster Viewing 11:30 - 12:10 pm Integrating Physics-Based Simulations and AI to Drug Challenging Targets from the TNF Superfamily and Beyond Woody Sherman Psivant Therapeutics 12:10 - 12:30 pm Lightning Talks F.A.D.E. (Fully Agentic Drug Engine): A Conversational AI Platform for Drug Discovery Xue Zong Georgia Institute of Technology PostaNet: Ai-based Framework for Protein Stability Prediction with Experimental Validation Tianjian Liang University of Pittsburgh Genomic Language Models Decipher the Regulatory Code of Splicing for Drug Sensitivity Xueyang He University of Rochester ATLAS Breaks Data Scaling Barriers for MachineLearning via High-Throughput Synthesis and Screening Imran Haque Kimia Therapeutics 12:30 - 2:00 pm Lunch and Poster Viewing Afternoon Session Chair: Wengong Jin 2:00 - 2:40 pm Charting the dark chemical universe with deep learning in low-data scenarios Francesca Grisoni Eindhoven University of Technology 2:40 - 3:00 pm Empowering Biomedical Discovery with "AI Scientists" Marinka Zitnik Harvard Medical School Broad Institute 3:00 - 3:10 pm Awards and Certificates. Moderator: Sumaiya Iqbal AFFIL 3:10 - 3:30 pm Break and Poster Viewing 3:30 - 3:50 pm Foundation Models for Early Drug Discovery Oren Kraus Recursion 3:50 - 4:10 pm Modeling and targeting cell states in cancer Ava Amini Microsoft Research 4:10 - 4:30 pm Designing inhibitors of fibroblast activation protein (FAP) using REINVENT Anneli Nordqvist AstraZeneca 4:30 - 4:45 pm Closing Remarks and Acknowledgement AFFIL 4:45 - 6:00 pm Reception and poster session Latest news News 07.14.2026 What All of Us means for the future of biobanks and precision medicine News 07.09.2026 Broad-led consortium receives ARPA-H award to advance gene editing for rare pediatric epilepsy News 07.08.2026 Low-cost genome sequencing approach is powering genetics research on mental illness and many other studies News 06.15.2026 2026 Merkin Prize in Biomedical Technology awarded to pioneers of the modern cochlear implant All news
News 07.09.2026 Broad-led consortium receives ARPA-H award to advance gene editing for rare pediatric epilepsy
News 07.08.2026 Low-cost genome sequencing approach is powering genetics research on mental illness and many other studies
News 06.15.2026 2026 Merkin Prize in Biomedical Technology awarded to pioneers of the modern cochlear implant