Alexander Bonnet
alexanderbonnet.bsky.social
Alexander Bonnet
@alexanderbonnet.bsky.social
ml for small molecule drug discovery @Aqemia
Reposted by Alexander Bonnet
Now added Aqemia as well
December 9, 2024 at 11:17 AM
Reposted by Alexander Bonnet
Super excited to preprint our work on developing a Biomolecular Emulator (BioEmu): Scalable emulation of protein equilibrium ensembles with generative deep learning from @msftresearch.bsky.social ch AI for Science.

www.biorxiv.org/content/10.1...
December 6, 2024 at 8:39 AM
Reposted by Alexander Bonnet
Here is how Boltz-1 (green), DynamicBind (magenta), and GNINA (blue) dock a collection of random molecules. GNINA, using a classical sampling algorithm (MCMC) hits all concave regions while the ML samplers have distinct preferences. Boltz is the most likely to induce a fit.
November 22, 2024 at 6:27 PM
Reposted by Alexander Bonnet
I tried to make a bioml starter pack. DM if you want me to add or remove you?

go.bsky.app/2VWBcCd
Anybody have a bioml starter pack?
November 11, 2024 at 11:45 PM
Reposted by Alexander Bonnet
Thrilled to announce Boltz-1, the first open-source and commercially available model to achieve AlphaFold3-level accuracy on biomolecular structure prediction! An exciting collaboration with Jeremy, Saro, and an amazing team at MIT and Genesis Therapeutics. A thread!
November 17, 2024 at 4:20 PM
Reposted by Alexander Bonnet
MSAs go brrr with MMseqs2-GPU! Super fun project, happy to work with and learn from a stellar team of engineers and scientists. Try it out and stay tuned!

📄 Preprint: www.biorxiv.org/content/10.1...
💾 Code: mmseqs.com
🗞️ Blog: developer.nvidia.com/blog/boost-a...
November 16, 2024 at 2:18 PM