Yi Cao’s paper, “Migration as a Probe: A Generalizable Benchmark Framework for Specialist vs. Generalist Machine-Learned Force Fields,” has been selected for a Spotlight Presentation at the AI4Mat Workshop, NeurIPS 2025 (top ~10% of accepted papers). The work introduces a new paradigm for evaluating ML force fields—combining thermodynamic and kinetic Continue Reading
Yi Cao
Congratulations to Victor for Receiving Travel Grant to Present at Rice University Symposium!
Congratulations to our prolific UG researcher, Victor Wu, to being selected to receive a travel grant to present an oral presentation at Rice University’s Undergraduate Research Symposium in the Materials Science & Nanoengineering category this October. The title of his talk will focus on a “Computational Study of Tunable Properties Continue Reading
Processing Matters: AI + Materials Processing takes the spotlight in a Nature Reviews Materials Commentary!
Our group’s Comment piece, “A Call to Elevate the Role of Processing in AI-Driven Materials Design,” has been accepted in Nature Reviews Materials! 🎉 This short piece was written by Johns Hopkins authors: Sreenivas Raguraman, Adam Griebel, Dr. Maitreyee Priyadharshini, Prof. Paulette Clancy, and Prof. Timothy Weihs We highlighted the vital but often overlooked role Continue Reading