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cond-mat.mtrl-sci2024★ 2 cited
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…
cond-mat.mtrl-sci2023★ 1 cited
Open-tunneled oxides as intercalation host for multivalent ion (Ca and Al) batteries: A DFT study
Joy Datta, Nikhil Koratkar, Dibakar Datta
Lithium-ion batteries (LIBs) are ubiquitous in everyday applications. However, Lithium (Li) is a limited resource on the planet and is therefore not sustainable. As an alternative…