Kairos Materials is releasing Symmetrix-XL, an open-source inference engine for pretrained MACE foundation models. x.com/i/article/2107…View quoted post on X
Ziheng Lu
@luzihen
Ex. Principal Researcher @ Microsoft Research AI4Science, materials science, deep learning.
111 Following 142 Followers 46 Posts
Latest posts 5
Check out our new model.
Now you can work on magnetic materials like what you do with DFT, input any structure, any spin, converge, and get the results!
github.com/kairosmaterial…
Now you can work on magnetic materials like what you do with DFT, input any structure, any spin, converge, and get the results!
github.com/kairosmaterial…
github.com GitHub - kairosmaterial/prophet: Atomistic foundation models for materials simulation and discove... Atomistic foundation models for materials simulation and discovery. Research previews from Kairos Materials. - kairosmaterial/prophet Kairos Materials releases Prophet materials foundation model x.com/i/article/2102…View quoted post on X
ELEMENTA is a large scale DFT dataset for UMLIP and “foundation model” training. The coolest thing we found is the sampling on the spin degree of freedom. This has long been neglected but turned out to be so important!
Kairos Materials releases ELEMENTA, a large-scale materials dataset featuring 210M DFT-labeled configurations, 9.7M+ polymorphs, 1.9M chemical compositions and 4.7M+ spin samples.
huggingface.co/datasets/kairo…
github.com/kairosmaterial…
kairosmaterials.com/papers/ELEMENT…
#AI4Science #AI4MaterialsView quoted post on X
some personal update: I left @MSFTResearch after 3 incredible years (where I met the best group of people!) @KairosMaterials is our new venture. We build cool AI, do cool simulations/inferences, and A LOT of cool experiments here. Many HCs open, globally.
Kairos Materials is sponsoring #ICML 2026 AI for science workshop @AI_for_Science, and we're honored to present the Dataset Competition award.
Our co-founder @YMiko8315 and ML specialist will be there.
We‘re hiring! kairosmaterials.com/contact/
Visit our booth!View quoted post on X
New work in collab w/ great @nanophononics - Saying “hey, stop searching for that material, it does not exist!” is often harder than finding the material itself. With AI and some careful constraints, we try to probe the upper limit of heat transfer in matter
Using @MSFTResearch MatterSim model, we have explored the upper limits of bulk materials' thermal conductivity. While we found several highly conductive materials, none has a thermal conductivity as high as diamond. @ZNanotheory @luzihen @HongxiaHao
arxiv.org/abs/2503.11568View quoted post on X
