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
3:00 pm - 4:00 pm
The GRC Power Hour™
The GRC Power Hour™ is designed to address challenges women face in science and issues of diversity and inclusion. The program supports the professional growth of all members of our communities by providing an open forum for discussion and mentoring.
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