🚀 Exciting News! Our A-Lab has revolutionized inorganic materials discovery! Combining ab-initio calculations, historical data from literature, and robotic testing, we're rapidly uncovering new compounds. 🤖
nature.com/articles/s4158…
Ceder Group
155 posts
Ceder Group
@cedergroup
Computational and Experimental Design of Emerging materials Research (CEDER) Group at @BerkeleyMSE & @BerkeleyLab
- Joining the A-Lab conversation:
- Announcing our paper on introducing explicit chemical effects in universal ML potentials published at @NatMachIntell. CHGNet is pretrained on 10+ years of DFT with 1.5M+ structures, designed to accelerate #materials #energy #sustainability modeling. nature.com/articles/s4225…
- Two Ceder group alumni receive DOE Early Career Awards, congratulations! Prof. Wenhao Sun, an assistant professor at the University of Michigan, and Dr. Maria Chan, a scientist at Argonne’s Center for Nanoscale Materials (CNM), received 2020 DOE Early Career Awards
Announcing our paper on introducing explicit chemical effects in universal ML potentials published at @NatMachIntell. CHGNet is pretrained on 10+ years of DFT with 1.5M+ structures, designed to accelerate #materials #energy #sustainability modeling. nature.com/articles/s4225…- Please join the upcoming virtual workshop “Machine Learning Potentials - SAFE” July 17-19 11am-3pm EDT. Bowen Deng will present our recent work on CHGNet. The workshop is free and welcome to discuss! #AI4Science
- We demonstrate Li superionic conductivity in oxides with face-centered cubic anion framework via face-sharing Li configurations & Li over-stoichiometry. This work unlocks the potential of designing Li superionic conductors with vast chemical flexibility. nature.com/articles/s4156…
- We detail the mathematical formalism behind cluster expansions of ionic systems that include charged species. We present state-of-the-art training structure sampling, pre-processing, and structured-sparsity regression algorithms for fitting cluster expansions of ionic materials.
- We uncover one of the mechanisms by which materials become fast Li-ion conductors. Materials that have potential Li sites in close proximity can be turned into an activated diffusion network with very high Li mobility. onlinelibrary.wiley.com/doi/10.1002/ae…
- Looking forward to MRS Spring 2023 next week! Find Ceder Group's talk and meet us at #S23MRS! @Materials_MRS
- Recent achievements, challenges, and opportunities of four important “beyond Li-ion” technologies: Na-ion batteries, K-ion batteries, all-solid-state batteries, and multivalent batteries. Check out in our new published review.
- Computational + experimental works to unveil the secret of soft clay-like Li-superionic conductors for solid-state batteries! 🔋
- We demonstrated local structural distortion in high-entropy materials can effectively promote fast ion transport through a percolating network of connected sites with small energy differences resulting from overlapping site-energy distributions.
