2023 annual meeting of ASBMB.
Talks
Molecular Engineering
| Christopher Barnes, Stanford | SARS-COV2 Structural Analysis | 10.1126/sciimmunol.ade0958 |
|---|---|---|
| Emma J. Chory, Duke | Robotics-Assisted Directed Evolution | 10.1038/s41592-021-01348-4 |
| Daniel-Adriano Silva, Monod | De novo biosensors | 10.1038/s41586-021-03258-z |
Structure Determination and Machine Learning
| Sonya Hanson, Flatiron | cyro-EM + ensemble reweighting | 10.1073/pnas.1419276111 |
|---|---|---|
| Celia Schiffer, UMass Med | Drug Resistance Analysis | 10.7554/eLife.77433 |
| Arvind Ramanathan, Argonne Lab | Models of Interaction Analysis | ?, see GenSLMs |
| Jason K Perry, Gilead | Structure of COVID Replication |
Protein Structure and Biophysics
| Erik Yukl | Zinc ABC Transporters | ? |
|---|---|---|
| Wentao Li | Calpains … AFIB |
Drug Design w/ AI
| Alpha Lee, PostEra | ML COVID Drug Discovery | 10.1101/2020.10.29.339317 |
|---|---|---|
| David Baker, UW | De Novo Protein Design | RFDiffusion, RoseTTAFold2 |
| Relay Therapeutics | Active Learning Molecule Iteration | |
| Rommie E Amary, UCSD | Immunogen Design |
Things to Google
- diffusion maps and
- https://www.charmm-gui.org/
- GenSLMs: LLMs, but genome sequence
- representation learning
- RFDiffusion
- “quantum chemistry”
- https://www.biosolveit.de/infiniSee
- what tool do these people use to make these?