Vladas Oleinikovas's Avatar

Vladas Oleinikovas

@oleinikovasv

Computational Chemist - CADD/TPD; PhD Chemistry at UCL; BA, MSci Natural Sciences, Chemistry (Cantab).

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20.11.2024
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Latest posts by Vladas Oleinikovas @oleinikovasv

This is the moment we've worked toward for a long time: First public disclosure of the @asapdiscovery.bsky.social pan-coronavirus antiviral aiming to help keep humanity safe from future pandemic threats like MERS-CoV and other bat coronaviruses.

25.03.2025 19:47 πŸ‘ 95 πŸ” 36 πŸ’¬ 4 πŸ“Œ 1
Emulation of protein equilibrium ensembles with generative deep learning | JosΓ© JimΓ©nez Luna, Yu Xie
Emulation of protein equilibrium ensembles with generative deep learning | JosΓ© JimΓ©nez Luna, Yu Xie YouTube video by VantAI

Check out this great BioEmu talk by @jjimenezluna.bsky.social and @yuxie.bsky.social in the VantAI lecture series. Thank you for hosting @mmbronstein.bsky.social @lucanaef.bsky.social

www.youtube.com/watch?v=8vsT...

17.02.2025 09:23 πŸ‘ 34 πŸ” 14 πŸ’¬ 0 πŸ“Œ 1

Basically, novelty is not defined by time in the PDB.

08.02.2025 10:38 πŸ‘ 11 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

We’ve been benchmarking deep learning co-folding methods for protein-ligand complex prediction, leading to the creation of 🌹Runs N’ Poses🌹. Great effort by @peterskrinjar.bsky.social and @jeeberhardt.bsky.social putting this together so quickly. Please have a look, excited for community feedback!

08.02.2025 10:30 πŸ‘ 25 πŸ” 10 πŸ’¬ 0 πŸ“Œ 0

This is the kind of benchmarking work the field needs!

24.12.2024 16:06 πŸ‘ 14 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Thanks, @dkoes.compstruct.org ! Agree in principle. Will surely consider this for the v3 release in the Q1 next year!

Happy holidays!! πŸŽ†

24.12.2024 17:26 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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These are more reflective of counts in PDB than anything else.

If one wants a subset of ligands that fit a particular interest - lots of annotations are provided, including tutorials on how-to!

Please consider reviewing ligand stats for the actual MLSB test set (346) set of de-leaked PLI systems

24.12.2024 17:19 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Updates Updates

End of year notes from #PLINDER team!
It's been an incredible year for datasets and benchmarks for the #ML / #CompChem / #CompBio community.
Superbly grateful for the positive responses, constructive feedback and contributions!
It's just the start, lots more in 2️⃣0️⃣2️⃣5️⃣ πŸŽ‰
www.plinder.sh/blog/updates

24.12.2024 15:04 πŸ‘ 12 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Thanks for the insightful review! Fully agree on the value of reasonable defaults. However, what is a universally "good" train/val/test set is a bigger discussion than permitted in 300 chars. We have some ideas in the works, & would be happy to discuss specific proposals via discord or other means.

16.12.2024 17:45 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

@asapdiscovery.bsky.social is accumulating a great resource for learning real world drug discovery, not obscured by corporate filters. Lots of good science and strategy decision making examples. πŸ‘
This comes as a bonus, in addition to progressing pandemic preparedness data packs and molecules! πŸ’Š

12.12.2024 10:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Good news: You can post video on Bluesky now!

Bad news: Only up to 60s.

So here’s a clipped version of my latest video about a paper exploring the landscape of possible molecular glue degradation targets:

20.11.2024 02:22 πŸ‘ 16 πŸ” 3 πŸ’¬ 2 πŸ“Œ 1

As always with @mmbronstein.bsky.social & Bruno Correia.

03.12.2024 14:00 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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πŸ“’ Join us this Friday for a talk by @jeremywohlwend.bsky.social & @gcorso.bsky.social on their recent publication of #Boltz-1 - a new #opensource SOTA model for 3D biomolecular structure prediction.

πŸ•°οΈ: Fri, Dec 06 - 4p CET/10a ET
πŸ”—: genaiindrugdiscovery.com

03.12.2024 14:00 πŸ‘ 10 πŸ” 6 πŸ’¬ 1 πŸ“Œ 0