Joint with: Imaging Biomolecules Across Scales: From Atoms to Tissues
Machine Learning Applied to Macromolecular Structure and Function
Mar 23–26, 2025 | Keystone Resort, Keystone, CO, United States
Scientific Organizers:
Mohammed AlQuraishi, Elizabeth Kellogg and Possu Huang
In Person
On Demand
Mar 23–26, 2025 | Keystone Resort, Keystone, CO, United States
Scientific Organizers:
Mohammed AlQuraishi, Elizabeth Kellogg and Possu Huang
Available Formats:
Supported by:
In Person
On Demand
Available Formats: = In Person = On Demand
Sunday, March 23, 2025
Fundraising
Booking Function
Merchandise Options
Registration Options
Registration
4:00–8:00 PM
Shavano Peak Foyer
Welcome Mixer
6:00–8:00 PM
Shavano Peak Foyer
Monday, March 24, 2025
Breakfast
7:00–8:00 AM
Crestone/Red Cloud Peak
Welcome and Keynote Address (Joint)
8:00–9:00 AM
Shavano/Torreys Peaks
Wolfgang P. Baumeister, Max Planck Institute of Biochemistry
Cryo-Electron Tomography or the Power of Seeing the Whole Picture
Cryo-Electron Tomography or the Power of Seeing the Whole Picture
Machine Learning for Protein Structure (Joint)
9:00–11:30 AM
Shavano/Torreys Peaks
Hannah Wayment-Steele, University of Wisconsin-Madison
Have Protein Language Models Learned Dynamics
Have Protein Language Models Learned Dynamics
Sergey Ovchinnikov, Massachusetts Institute of Technology
Hacking AlphaFold to Do New Things
Hacking AlphaFold to Do New Things
Mohammed AlQuraishi, Columbia University
Understanding How AlphaFold Learns
Understanding How AlphaFold Learns
Short Talk(s) Chosen from Abstracts
Coffee Break
9:30–9:50 AM
Shavano Peak Foyer
Poster Setup
11:30–1:00 PM
Crestone/Red Cloud Peak
On Own for Lunch
11:30–2:30 PM
Poster Viewing
1:00–10:00 PM
Crestone/Red Cloud Peak
Symposia Spotlight: Getting into Machine Learning
2:30–4:30 PM
Torreys Peak
Short Talk(s) Chosen from Abstracts
Coffee Available
4:30–5:00 PM
Shavano Peak Foyer
Applying Protein Structure Prediction at Scale
5:00–7:00 PM
Torreys Peak
Martin Steinegger, Seoul National University
Fast Search Methods to Organize the Structural Protein Universe
Fast Search Methods to Organize the Structural Protein Universe
Florian Jug, Fondazione Human Technopole
Talk Title to be Announced
Talk Title to be Announced
Short Talk(s) Chosen from Abstracts
Social Hour with Lite Bites
7:00–8:00 PM
Crestone/Red Cloud Peak
Poster Session 1
7:30–10:00 PM
Crestone/Red Cloud Peak
Tuesday, March 25, 2025
Breakfast
7:00–8:00 AM
Crestone/Red Cloud Peak
CryoET/EM and Machine Learning (Joint)
8:00–11:00 AM
Shavano/Torreys Peaks
Bridget Carragher, Chan Zuckerberg Imaging Institute
Making Cryo-ET Faster, Better, Cheaper
Making Cryo-ET Faster, Better, Cheaper
Bronwyn Lucas, University of California, Berkeley
Single Molecule Localization and Structure Probing in Cells
Single Molecule Localization and Structure Probing in Cells
Elizabeth Villa, University of California, San Diego
Discovering New Biology with Cryo-ET
Discovering New Biology with Cryo-ET
Elizabeth Kellogg, St. Jude Children's Research Hospital
Structural Insights into CRISPR-Based Genome Editing
Structural Insights into CRISPR-Based Genome Editing
Short Talk(s) Chosen from Abstracts
Coffee Break
9:00–9:20 AM
Shavano Peak Foyer
Poster Setup
11:00–1:00 PM
Crestone/Red Cloud Peak
On Own for Lunch
11:00–5:00 PM
Poster Viewing
1:00–10:00 PM
Crestone/Red Cloud Peak
Career Roundtable (Joint)
3:00–4:30 PM
Torreys Peak
Coffee Available
4:30–5:00 PM
Shavano Peak Foyer
Protein Structure and Drug Discovery
5:00–7:00 PM
Torreys Peak
Speaker to be Announced
Talk Title to be Announced
Talk Title to be Announced
Stephanie Wankowicz, Vanderbilt University
Talk Title to be Announced
Talk Title to be Announced
John M Nicoludis, Genentech, Inc.
Protein Structure Prediction for Drug Discovery
Protein Structure Prediction for Drug Discovery
Short Talk(s) Chosen from Abstracts
Social Hour with Lite Bites
7:00–8:00 PM
Crestone/Red Cloud Peak
Poster Session 2
7:30–10:00 PM
Crestone/Red Cloud Peak
Wednesday, March 26, 2025
Breakfast
7:00–8:00 AM
Crestone/Red Cloud Peak
Machine Learning for Protein Design
8:00–11:00 AM
Torreys Peak
Amy E. Keating, Massachusetts Institute of Technology
ML Design of Protein-Binding Peptides
ML Design of Protein-Binding Peptides
John Ingraham, Generate Biomedicines, Inc.
Diffusion Models for Controllable Protein Design
Diffusion Models for Controllable Protein Design
Possu Huang, Stanford University
Deep Generative Models for Protein Design
Deep Generative Models for Protein Design
Bruno Emanuel Correia, École Polytechnique Fédérale de Lausanne
Talk Title to be Announced
Talk Title to be Announced
Short Talk(s) Chosen from Abstracts
Coffee Break
9:00–9:20 AM
Shavano Peak Foyer
On Own for Lunch
11:00–5:00 PM
Coffee Available
4:30–5:00 PM
Shavano Peak Foyer
Machine Learning Methods Proximal to Protein Structure
5:00–6:45 PM
Torreys Peak
Qiang Cong, UT Southwestern
Computing the Human Interactome
Computing the Human Interactome
Charlotte Deane, University of Oxford
Structural Basis of Small Molecule Binding by Machine Learning
Structural Basis of Small Molecule Binding by Machine Learning
Ellen Zhong, Princeton University.
Machine Learning for CryoEM Reconstruction
Machine Learning for CryoEM Reconstruction
Meeting Wrap-Up: Outcomes and Future Directions (Organizers)
6:45–7:00 PM
Torreys Peak
Social Hour with Lite Bites
7:00–8:00 PM
Crestone/Red Cloud Peak
Cash Bar
8:00–9:00 PM
Crestone/Red Cloud Peak
Entertainment
8:00–9:00 PM
Shavano Peak
Thursday, March 27, 2025
Departure
12:00–11:59 PM
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