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Dominique Beaini

@dom-beaini.bsky.social
509 followers 315 following 44 posts

Research Lead at @valenceai.bsky.social, Adjunct prof at @UMontreal and @Mila_quebec, interested in AI, deep learning, drug discovery, graphs, geometry, biology, chemistry, physics, philosophy, and the origin of life 🧠🦠 Aims to become a crazy scientist 👨‍🔬

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Dominique Beaini @dom-beaini.bsky.social · 10/06/2025
Very excited by this work! Simultaneously learn the DFT and sample the Boltzmann distribution by using two GPUs concurrently. Amazing stuff!
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Dominique Beaini @dom-beaini.bsky.social · 22/05/2025
🤯 We can now directly interact with biology via this new foundational knowledge graph. A must read 🧵
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Dominique Beaini @dom-beaini.bsky.social · 20/05/2025
Everyone’s chasing AGI - but what’s the #DrugDiscovery equivalent? Meet the Virtual Cell: our bold roadmap to curing any disease by simulating the building block of human biology Check out @valenceai.bsky.social vision of curing diseases with GPU-based scientific discovery
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Dominique Beaini @dom-beaini.bsky.social · 14/05/2025
Submit a 1-page abstract of your Neurips work to present it to the MoML conference on June 18th in Montreal
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Dominique Beaini @dom-beaini.bsky.social · 17/04/2025
MoML conference is back on June 18th!
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Dominique Beaini @dom-beaini.bsky.social · 06/02/2025
We're currently looking for a PostDoc position at @umontreal.ca and @mila-quebec.bsky.social to build a multimodal bacterial representation for anti-biotic with biologists from brunlab.com using: - Phenomics - Transcriptiomics - Structural bio - Viability - ADME DM me for more info
brunlab.com
Brun Lab – Université de Montréal
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Graph Signal Processing Workshop 2025 @gsp-workshop.bsky.social · 26/01/2025
We’re absolutely thrilled to have an exciting lineup of speakers this year covering a wide range of topics, including @pseudomanifold.topology.rocks @dom-beaini.bsky.social @mathildepapillon.bsky.social Dhananjay Bhaskar, Naoki Saito!
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Valence Labs @valenceai.bsky.social · 20/12/2024
First place: “How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval” Predicting the effect of molecules on cells with MolPhenix Paper: www.arxiv.org/abs/2409.08302 @dom-beaini.bsky.social
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phil-fradkin.bsky.social @phil-fradkin.bsky.social · 17/12/2024
Thanks to the FM4Science workshop at #Neurips for recognizing MolPhenix as best paper! We had so much fun working on this with Puria (co-first author), @karush17.bsky.social, Frederik and co-supervised by Maciej and @dom-beaini.bsky.social arxiv.org/abs/2409.08302 @valenceai.bsky.social
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Dominique Beaini @dom-beaini.bsky.social · 15/12/2024
Definitely a career highlight to be awarded a best paper award at @neuripsconf.bsky.social FM4Science 🤩🤩 But even more exciting is that the 2nd and 3rd awards are given to colleagues Kian and Mohit, a podium sweep from @valenceai.bsky.social / @recursionpharma.bsky.social 🥇🥈🥉
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Dominique Beaini @dom-beaini.bsky.social · 15/12/2024
Excited to be presenting MolPhenix today as an #oral presentation at the @neuripsconf.bsky.social workshop: Foundation Models for Science! 3 out the 6 oral presentations in that workshop are from @valenceai.bsky.social / @recursionpharma.bsky.social Join us in West Meeting Room 202-204 at 12pm
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Dominique Beaini @dom-beaini.bsky.social · 14/12/2024
We're hiringggggg Interested? Come find me at @neuripsconf.bsky.social :) valencelabs.com/careers #machinelearning #AI #drugdiscovery
valencelabs.com
Valence Labs | Careers
Unleash your potential and build the future of drug discovery at Valence Labs. Explore open opportunities now.
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Recursion @recursionpharma.bsky.social · 13/12/2024
Special delivery from @neuripsconf.bsky.social! We just released our latest certified dataset, RxRx3-core, which includes labeled images of 735 genetic knockouts & 1,674 small-molecule perturbations. The related benchmark evaluates the zero-shot prediction of compound-gene activity. #NeurIPS 👇
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Dominique Beaini @dom-beaini.bsky.social · 12/12/2024
Huge crowd at the Molphenix paper 🤩🤩 presented by @phil-fradkin.bsky.social and Puria
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Dominique Beaini @dom-beaini.bsky.social · 11/12/2024
Great news from Recursion! Getting closer to industrialization of drug discovery
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Dominique Beaini @dom-beaini.bsky.social · 09/12/2024
Super excited to be flying to @neuripsconf.bsky.social to present 3 awesome papers! Including an oral presentation 📣! Check out MolGPS, MolPhenix, and ET-Flow. You can find us Wednesday and Friday at the posters, and Sunday for the oral! Thanks to an amazing team of co-authors in the thread 🧵
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Dominique Beaini @dom-beaini.bsky.social · 07/12/2024
My students @majhas.bsky.social and @jyoonlee.bsky.social are now on bluesky! They're new in the field, but they're assuming BIG! You should follow them to not miss out on their work. Already a @neuripsconf.bsky.social paper only a few months after they started.
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Dominique Beaini @dom-beaini.bsky.social · 07/12/2024
ET-Flow shows, once again, that equivariance is better than Transformer when physical precision matters! come see us at @neuripsconf.bsky.social !!
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Joey Bose @joeybose.bsky.social · 07/12/2024
I'll be at #NeurIPS2024 next week presenting 4 papers all on generative models! Happy to meet old friends and new ones at all the fun events! Papers in thread 🧵
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Dominique Beaini @dom-beaini.bsky.social · 06/12/2024
That's exactly how I feel about science. There's just too many papers on too many things and too much science going on to keep up. There's probably 100x more scientists in 2025 than there was during Einstein's time in 1925.
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Dominique Beaini @dom-beaini.bsky.social · 05/12/2024
Hey 👋 I'm new here and I did my best to compile some starter packs to help other new people in the same community! I probably missed some people so please help me update my lists :) 1/6 Machine learning for drug discovery go.bsky.app/2PpxWLc More in the thread! 🧵
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GBM (Gesellschaft für Biochemie und Molekularbiologie) @gbmev.bsky.social · 05/12/2024
For the structural biology enthusiasts of our followers!
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Dominique Beaini @dom-beaini.bsky.social · 05/12/2024
Hey 👋 I'm new here and I did my best to compile some starter packs to help other new people in the same community! I probably missed some people so please help me update my lists :) 1/6 Machine learning for drug discovery go.bsky.app/2PpxWLc More in the thread! 🧵
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Dominique Beaini @dom-beaini.bsky.social · 03/12/2024
I'm genuinely excited for this competition! 🤩 I'm glad that the field is moving towards being able to test our models in real-world settings, rather than optimize an obscure test set!
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Recursion @recursionpharma.bsky.social · 03/12/2024
📣 Announcing the first patient dosed in our Phase 1/2 clinical study of REC-1245 - a potential first-in-class RBM39 degrader for biomarker-enriched solid tumors and lymphoma and the first program to emerge from end-to-end use of the RecursionOS. #techbio More: ir.recursion.com/news-release...
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Dominique Beaini @dom-beaini.bsky.social · 03/12/2024
Do you think your #AI help us solve the next pandemic? Prove it to the world by participating in the new anti-viral competition on @polarishub.io
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Kirill Neklyudov @k-neklyudov.bsky.social · 27/11/2024
so happy to see that Action Matching finds its applications in physics, outperforming diffusion models and Flow Matching! wonderful work by Jules Berman, Tobias Blickhan, and Benjamin Peherstorfer! arxiv.org/abs/2410.12000
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Dominique Beaini @dom-beaini.bsky.social · 26/11/2024
Reposting as my first @bsky.app post! In "Adventures of Pop - the undruggable protein", I present a visual metaphor of target-ligand interaction via Pop and his bananas. This comprehensive story is suitable for beginners, experts, and even toddlers. portal.valencelabs.com/blogs/post/a...
portal.valencelabs.com
Adventures of Pop – the undruggable protein
This blogpost was possible thanks to the contribution of many of my colleagues and friends. If you liked it, you can follow me for similar content 🙂. Specifically, I would like to thank: Shawn ...
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Dominique Beaini @dom-beaini.bsky.social · 26/11/2024
Billions of quantum mechanics simulations made accessible with a few lines of code, check out OpenQDC
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