Atomistic simulations of failure mechanisms in ultrascaled HfOx RRAM arrays
Published in Device Research Conference (DRC), Highlighted paper, 2025
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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.
Electroforming Kinetics in HfOx/Ti RRAM: Mechanisms Behind Compositional and Thermal Engineering
Published in ACS Nano [accepted], 2025
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Learning the Electronic Structure of Materials at Scale with Distributed Graph Neural Networks
Published in [In review - coming soon!], 2025
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Learning the Hamiltonian of Large, Disordered Atomic Systems
Published in International Conference of Machine Learning (ICML), 2025
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Mechanisms of resistive switching in two-dimensional monolayer and multilayer materials
Published in Nature Materials, 2025
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Accelerated Atomistic Kinetic Monte Carlo Simulations of Resistive Memory Arrays
Published in The International Conference for High Performance Computing, Networking, Storage and Analysis (SC24), Finalist for Best (Code) Reproducibility Award, 2024
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Insights behind multi-level conductance transitions in HfOx memristors
Published in Device Research Conference (DRC), 2024
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An Atomistic Model of Field-Induced Resistive Switching in Valence Change Memory
Published in ACS Nano, Journal Front Cover, 2023
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Mitigating Tunneling Leakage in Ultrascaled HfS2 pMOS Devices With Uniaxial Strain
Published in IEEE EDL, Editors Pick, 2022
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