RT @persson_group: The Materials Project is excited to announce MatPES, a quality-over-quantity r2SCAN and PBE dataset for training ML inte….

🔬 Can halides be both affordable & high-performing for solid-state batteries? In @ACSEnergyLett, we show that Zr doping in Li₂MgCl₄ stabilizes cation disorder, boosting Li conductivity 100x! A key step toward cost-effective solid electrolytes.

🚀 How does LiMXCl₄ achieve record-breaking Li conductivity amongst halide conductors? . Published in @Matter_CP, our study uncovers a "soft cradle effect", where octahedral tilting enhances Li-ion mobility. Read more below 👇#SolidStateBatteries.

Can universal MLIPs handle complex atomic environments? 🤔 Our study uncovers systematic PES softening in M3GNet, CHGNet, & MACE-MP-0, linking it to biased pre-training datasets. 🌐 A path forward: better PES sampling! Read here 👇

🚨 Another Exciting Paper! 🚨 We show how electrochemical pulsing accelerates the δ-phase transformation in Mn-rich DRX cathodes, boosting capacity, rate, & cycling stability! 🔋 Read it here 👇

🚨 New Paper Alert! 🚨.We investigate phase formation mechanisms in an over-stoichiometric rocksalt-type Li superionic conductor, achieving 1.45 mS/cm at RT via kinetic trapping & post-annealing! Read more below 👇

Uncovering a challenge for Li-NASICON in Li-air batteries! 💥 Our study reveals that water-induced alkalinity triggers phosphate dissolution, leading to bulk degradation. Congrats, Ben and Zhuohan!🔋🌧️ #LiAir Read the full paper here 👇

🚀 Just launched: AlabOS –a Python-based, reconfigurable workflow management framework for autonomous labs. 🧪🤖 Showcased in A-Lab with 3500+ samples synthesized in 1.5 years! 🌟 Great work by @yuxing_fei, @RendyBernardus, and @rekumar_! Read here:

In another recent study, we screened nitride-based compounds for solid electrolytes with better stability, finding LiPN2 and Li2CN2. While challenges remain, these materials show promise for anode-side separators. Check out the publication here 👇

Excited to share our new paper in @NatureNano! 🔋 We explore manganese-based Li-ion cathodes, showing how heat treatment creates a nanostructure that boosts rate performance and discharge capacity. Check out the publication 👇

💡 What makes a material a good Li-ion conductor? Our latest review paper in Nature Reviews Materials details the design principles that drive fast Li-ion diffusion in inorganic, crystalline structures. Check out the publication 👇

Li2CO3 is a critical precursor for cathode synthesis which we show can be extracted directly from α-spodumene through solid-state reactions with Na2CO3 and Al2O3. Check the publication 👇.

RT @NJSzymanski: Our latest work on understanding solid-state synthesis is out now in @ScienceAdvances where we use in-situ XRD to show tha….

RT @PRX_Energy: In @ACSEnergyLett, Vincent Wu, @ClementGroupSB, @cedergroup, and colleagues study how fluorine affects the performance of c….

RT @ACSEnergyLett: #OA article by Raphaele Clement group @ucsantabarbara . The Limited Incorporation and Role of Fluorine in Mn-rich Disord….

RT @julia_h_yang: I'm elated to be joining @GTChBE and @GeorgiaTech in Jan. 2025! My group will focus on electrochemical interfaces and bat….

Great insights from @zhongpc et al. on cation disorder in halide superionic conductors using thermodynamic & kinetic modeling. A nice combo of Cluster Expansion + ML Potential! 💡 #SolidStateElectrolyte #AI4Material.

RT @zhongpc: Why can cation disorder improve the ionic conductivity in solid-state electrolytes? Why is mechanochemical ball-milling typica….

💡Why does fine-tuning work well with pre-trained universal MLIP? We benchmarked several uMLIPs and discovered a systematic PES softening effect, which suggests that a considerable fraction of errors can be efficiently corrected. Check the preprint. 👇.

RT @ChemMater: Oxygen Transport through Amorphous Cathode Coatings in Solid-State #Batteries. By @KPatBerkeley @cedergroup et al. @UCBerkel….