2 papers
cond-mat.mtrl-sci2024
Generative AI for Discovering Porous Oxide Materials for Next-Generation Energy Storage
Joy Datta, Dibakar Datta, Amruth Nadimpally +1
The key challenge in advancing multivalent-ion batteries lies in finding suitable intercalation hosts. Open-tunnel oxides, featuring one-dimensional channels or nanopores, show pro…
cond-mat.mtrl-sci2023
Transferable and Robust Machine Learning Model for Predicting Stability of Si Anodes for Multivalent Cation Batteries
Joy Datta, Dibakar Datta, Vidushi Sharma
Data-driven methodology has become a key tool in computationally predicting material properties. Currently, these techniques are priced high due to computational requirements for g…