Top Tweets for #AI4MAT
Scientific foundation models are converging to a universal representation of matter.
Come chat with us at #NeurIPS! We (@SoojungYang2 @RGBLabMIT) have an oral spotlight at the #NeurIPS #UniReps workshop and will also poster at #AI4Mat.
🖇️: https://t.co/H8ZRlpvJUj
🧵(1/5)
Fellow AI for Materials researchers,
The @NeurIPSConf #AI4Mat workshop's deadline is in ~20 days ! It's from experience a fantastic opportunity to submit your ongoing work, get meaningful reviews and discuss it with the community ! Whether you do AI-guided materials design, automated characterisation / synthesis; whether your propose a new method, a tool, a dataset or a survey -- this is the right place for submitting it 😇
that’s a wrap for #AI4Mat and #FPIWorkshop at #ICLR2025 🎁 thanks for coming, off to sleep for the next 2 weeks 😴
#FPIWorkshop:
@tara_aksa @AlexanderTong7 @bose_joey @sarthmit @k_neklyudov @YuanqiD
#AI4Mat:
@MiretSantiago Rocío M @anoopnm007 @SteMartiniani @MoosaviSMohamad
I'll be presenting at the #AI4Mat and #llmreasoning workshops, our work on reasoning in LLMs, with @TheoNeukomm
🧵: https://t.co/X8ecpyvNmD
📎: https://t.co/O894Im0sE6
🧑💻: https://t.co/CPRVgEWUBH
LLMs are pretty bad at writing molecules, but quite good at analyzing mols and reactions!
In our new work we use LLMs+search in chemical tasks, unlocking steerable synth. planning and mechanism prediction 🌟
1/
@TheoNeukomm @d_armstr @ZJoncev @pschwllr
https://t.co/O894IlZUOy
Thrilled to present our new work on Reinforcement Learning for 3D Crystal Diffusion Generation in #AI4Mat at #ICLR2025 ! We show that RL can optimize diffusion models for goal-directed crystal generation. Thanks to @pschwllr and @SchwallerGroup !
https://t.co/zwAYYd5PyA
I’m presenting a poster at #AI4Mat workshop at #ICLR2025 on generative, multi-molecular docking in materials. Drop by for a chat!
@maltefranke_ was amazing on model development, and @AkshaySubraman9 and @junonam_ helped immensely with the theory.
https://t.co/hQGmeaEPxr
Excited to be at #ICLR2025 and happy to chat about ML and drug discovery! 🇸🇬
Come find me at one of our posters or feel free to reach out directly!
1. DrugFlow: #9 Thu 24/04 10am
2. SynFlowNet: #15 Fri 25/04 10am
3. LDDM: @gembioworkshop 27/04
4. LatentFrag: #AI4MAT 28/04
1/ Machine learning force fields are hot right now 🔥: models are getting bigger + being trained on more data. But how do we balance size, speed, and specificity? We introduce a method for doing model distillation on large-scale MLFFs into fast, specialized MLFFs!
Road to Singapore @iclr_conf
Excited to share that the preprint and codebase for our work, TGDMat, are now live!
Preprint: https://t.co/rQRoErtK1f
Code: https://t.co/MzQ1YHARam
Check it out and share your feedback!
@cnerg @gangulyniloy @pawang_iitk
#AI4Mat #AI4Science
🚨Come chat with us about
SPECTRA-to-MOLECULE !!
Kudos to the team and @rudra_sondhi
#AI4MAT at #nuerips2024
https://t.co/1dXlAZSy7P
I don’t normally wake up at 8:30, but when I do, I go to the #AI4Mat workshop! Kicking off the day with an ~~energizing~~ talk from Larry Zitnick from @OpenCatalyst @AIatMeta on finding better energy materials and bridging the gap between computation and experiments ⚡️☕️🔋
Interested in crystal generation while preserving symmetries? Check out this poster at the #ai4mat workshop at #NeurIPS2024
I'm at #NeurIPS2024 this week, presenting our work SymmCD at the #ai4mat workshop!
https://t.co/oFVVY8IY7V
Come check it out, and feel free to message me to meet up, especially if you want to chat about generative modelling for materials, crystals, and symmetry!
I'm at #NeurIPS2024 this week, presenting our work SymmCD at the #ai4mat workshop!
https://t.co/oFVVY8IY7V
Come check it out, and feel free to message me to meet up, especially if you want to chat about generative modelling for materials, crystals, and symmetry!
Super excited to give a SPOTLIGHT talk on our chemist AI agent, #dZiner, at #NeurIPS2024 #AI4Mat on Sat@4:30pm. Feel free to stop by and hi.
Preprint: https://t.co/dQfF2L0C1G Code: https://t.co/20HaEjUKSH
We will present two works at the #AI4Mat workshop in #NeurIPS2024:
- Multi-modal cascade feature transfer for polymer property prediction (https://t.co/sIBO9u3B9Z)
- Sim2Real transfer for catalyst activity prediction (https://t.co/FngqYhFPhz)
Feel free to reach out :-)
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