Electroforming Kinetics in HfOx/Ti RRAM: Mechanisms Behind Compositional and Thermal Engineering
Published in [In review - coming soon!], 2025
>
Selected publications
Selected publications which I led over the past four years. A more complete list which includes my co-authored work can be found at my Google Scholar profile.
Learning the Electronic Structure of Materials at Scale with Distributed Graph Neural Networks
Published in [In review - coming soon!], 2025
>
Learning the Hamiltonian of Large, Disordered Atomic Systems
Published in International Conference of Machine Learning (ICML), 2025
>
Mechanisms of resistive switching in two-dimensional monolayer and multilayer materials
Published in Nature Materials, 2025
>
Accelerated Atomistic Kinetic Monte Carlo Simulations of Resistive Memory Arrays
Published in The International Conference for High Performance Computing, Networking, Storage and Analysis (SC24), 2024
>
An Atomistic Model of Field-Induced Resistive Switching in Valence Change Memory
Published in ACS Nano, 2023
>
Mitigating Tunneling Leakage in Ultrascaled HfS2 pMOS Devices With Uniaxial Strain
Published in IEEE EDL, 2022
>