Sunday
2:00 pm - 9:00 pm
Arrival and Check-in
6:00 pm - 7:00 pm
Dinner
7:30 pm - 7:40 pm
Introductory Comments by GRC Site Staff / Welcome from the GRC Chair
7:40 pm - 9:30 pm
Keynote Session: Big Data, Machine Learning and the Future of CADD
7:40 pm - 7:45 pm
Opening Remarks
7:45 pm - 8:10 pm
"The Future of Machine Learning and Drug Design"
8:10 pm - 8:20 pm
Discussion
8:20 pm - 8:45 pm
"Accelerating Drug Discovery Through the Power of Microscopy Images"
8:45 pm - 8:55 pm
Discussion
8:55 pm - 9:20 pm
"Debiasing Drug Discovery"
9:20 pm - 9:30 pm
Discussion
Monday
7:30 am - 8:30 am
Breakfast
9:00 am - 12:30 pm
9:00 am - 9:15 am
"Predicting Drug Binding Kinetics with a Multiscale Milestoning Simulation Approach"
9:15 am - 9:25 am
Discussion
9:25 am - 9:50 am
"Can Free Energy Calculations Add Value to Real-Life Drug Discovery?"
9:50 am - 10:00 am
Discussion
10:00 am - 10:25 am
"Alchemical Free Energy Calculations: Differentiating Approaches, Measuring Impact and Surveying the Open Source Ecosystem"
10:25 am - 10:30 am
Discussion
10:30 am - 11:00 am
Coffee Break
11:00 am - 11:25 am
"Prospective Application of Artificial Intelligence in the De Novo Design of Bioactive NCEs"
11:25 am - 11:30 am
Discussion
11:30 am - 11:55 am
"An Update on Combinatorial Space Navigation"
11:55 am - 12:05 pm
Discussion
12:05 pm - 12:30 pm
Poster Previews
12:30 pm - 1:30 pm
Lunch
1:30 pm - 4:00 pm
Free Time
4:00 pm - 6:00 pm
Poster Session
6:00 pm - 7:00 pm
Dinner
7:30 pm - 9:30 pm
Evolving Tools and Targets
7:30 pm - 7:55 pm
"Rational, Structure-Based Design of mRNA-Based Therapeutics"
7:55 pm - 8:00 pm
Discussion
8:00 pm - 8:25 pm
"Computational Design of RNA Structure/Function"
8:25 pm - 8:30 pm
Discussion
8:30 pm - 8:55 pm
"Principles of Small Molecule Mediated Ubiquitin Ligase Targeting for Targeted Protein Degradation"
8:55 pm - 9:00 pm
Discussion
9:00 pm - 9:25 pm
"Dissecting Degraders: CAMD Methods Development in PROTAC Property Space"
9:25 pm - 9:30 pm
Discussion
Tuesday
7:30 am - 8:30 am
Breakfast
8:30 am - 9:00 am
Group Photo
9:00 am - 12:30 pm
9:00 am - 9:30 am
"Validating Data: Making Sure I Know What I Think I Know"
9:30 am - 9:45 am
Discussion
9:45 am - 10:15 am
"Validating a Model: How Robust Can I Expect My Predictions to Be in General"
10:15 am - 10:30 am
Discussion
10:30 am - 11:00 am
Coffee Break
11:00 am - 11:30 am
"I Neither Know nor Think that I Know: Incorporating Uncertainty into Predictions"
11:30 am - 11:45 am
Discussion
11:45 am - 12:15 pm
"Estimating the Reliability of Individual Predictions"
12:15 pm - 12:30 pm
Discussion
12:30 pm - 1:30 pm
Lunch
1:30 pm - 4:00 pm
Free Time
4:00 pm - 6:00 pm
Poster Session
6:00 pm - 7:00 pm
Dinner
7:30 pm - 9:30 pm
In Silico ADME(T) Approaches to Accelerate Drug Development
7:30 pm - 8:00 pm
"In Silico Methods to Address CYP3A4-Mediated Victim Drug-Drug Interaction in Drug Discovery"
8:00 pm - 8:10 pm
Discussion
8:10 pm - 8:40 pm
"Leveraging In Silico ADMET Models and Influence to Increase the Probability of Success in Discovery"
8:40 pm - 8:50 pm
Discussion
8:50 pm - 9:20 pm
"Predicting the Most Challenging Toxicological Effects: From Chemical Structure to Data Integration Methods"
9:20 pm - 9:30 pm
Discussion
Wednesday
7:30 am - 8:30 am
Breakfast
9:00 am - 12:30 pm
From Machine Learning Models to Chemistry Applications
9:00 am - 9:30 am
"Merging Automated Syntheses Planning with De Novo Design: The Implications for CADD and Organic Chemistry"
9:30 am - 9:45 am
Discussion
9:45 am - 10:15 am
"Optimization: Libraries and Leads"
10:15 am - 10:30 am
Discussion
10:30 am - 11:00 am
Coffee Break
11:00 am - 11:30 am
"Exploring Chemical Space by Addressing Noise and Estimating Uncertainty"
11:30 am - 11:45 am
Discussion
11:45 am - 12:15 pm
"Moving from Artisanal to Industrial Machine Learning"
12:15 pm - 12:30 pm
Discussion
12:30 pm - 1:30 pm
Lunch
1:30 pm - 4:00 pm
Free Time
4:00 pm - 6:00 pm
Poster Session
6:00 pm - 7:00 pm
Dinner
7:00 pm - 7:30 pm
Business Meeting
Nominations for the Next Vice Chair; Fill in Conference Evaluation Forms; Discuss Future Site and Scheduling Preferences; Election of the Next Vice Chair
7:30 pm - 9:30 pm
Novel Insights Derived from Data Visualization
7:30 pm - 7:55 pm
"Visualization of StARs (Structure-Activity Relationships) in Chemical Space"
7:55 pm - 8:00 pm
Discussion
8:00 pm - 8:25 pm
"Peeking into the Black Box of Molecular Deep Learning"
8:25 pm - 8:30 pm
Discussion
8:30 pm - 8:55 pm
"You See What Your Tools Let You See"
8:55 pm - 9:00 pm
Discussion
9:00 pm - 9:25 pm
"Data Visualization Literacy Framework"
9:25 pm - 9:30 pm
Discussion
Thursday
7:30 am - 8:30 am
Breakfast
9:00 am - 12:30 pm
Application of CryoEM in Drug Discovery
9:00 am - 9:30 am
"CryoEM in Drug Discovery: Challenges and Opportunities"
9:30 am - 9:45 am
Discussion
9:45 am - 10:15 am
"Structural Basis for RyR1 Modulation by Small Molecules and Ions"
10:15 am - 10:30 am
Discussion
10:30 am - 11:00 am
Coffee Break
11:00 am - 11:30 am
"Ligand Modeling in Near-Atomic Resolution Cryo-EM Maps and Its Application to Structure-Based Drug Discovery"
11:30 am - 11:45 am
Discussion
11:45 am - 12:15 pm
"CryoEM of Dynamic Molecular Assemblies"
12:15 pm - 12:30 pm
Discussion
12:30 pm - 1:30 pm
Lunch
1:30 pm - 4:00 pm
Free Time
4:00 pm - 6:00 pm
Poster Session
6:00 pm - 7:00 pm
Dinner
7:30 pm - 9:30 pm
Keynote Session: Lessons Learned from Drug Discovery
7:30 pm - 8:15 pm
"Discovery of CFTR Modulators for the Treatment of Cystic Fibrosis"
8:15 pm - 8:30 pm
Discussion
8:30 pm - 9:15 pm
"Designing Ligands in Drug Discovery: Are We Still Ranking Ligands or Are We Now Predicting Accurate Binding Properties?"
9:15 pm - 9:30 pm
Discussion
Friday
7:30 am - 8:30 am
Breakfast
9:00 am
Departure