National Institute of Materials Science, Tsukuba, Japan: 2015
Published:
Posts by Collection
portfolio
>
publications
Mitigating Tunneling Leakage in Ultrascaled HfS2 pMOS Devices With Uniaxial Strain
Published in IEEE EDL, 2022
>
An Atomistic Model of Field-Induced Resistive Switching in Valence Change Memory
Published in ACS Nano, 2023
>
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
>
Mechanisms of resistive switching in two-dimensional monolayer and multilayer materials
Published in Nature Materials, 2025
>
Learning the Hamiltonian of Large, Disordered Atomic Systems
Published in International Conference of Machine Learning (ICML), 2025
>
Learning the Electronic Structure of Materials at Scale with Distributed Graph Neural Networks
Published in [In review - coming soon!], 2025
>
Electroforming Kinetics in HfOx/Ti RRAM: Mechanisms Behind Compositional and Thermal Engineering
Published in [In review - coming soon!], 2025
>
talks
Atomistic Insights behind multi-level conductance modulation in HfOx
Published:
Slides for my talk at DRC’24. Abstract available here
Accelerated Kinetic Monte Carlo Simulations of Atomistically Resolved Resistive Memory Arrays
Published:
Slides for my talk at SC’24. Full paper available here.
Scaling limits of HfOx RRAM
Published:
Slides for my talk at DRC’25. [Coming soon!]
Learning the Electronic Hamiltonian of Large Atomic Structures
Published:
Poster (coming soon!) for our paper at ICML 2025. Full paper available here
teaching
Teaching Assistant - Various courses at the University of Waterloo
Undergraduate courses, University of Waterloo, Department of Electrical and Computer Engineering, 2020
I held tutorial sessions for several undergraduate courses in the Electrical Engineering/Nanotechnology Engineering programs at the University of Waterloo, where I was nominated for (and won) the Stanford Fleming Teaching Assistant Excellence Award.
Teaching Assistant - Quantum Transport in Nanostructures
Graduate courses, ETH Zurich, Department of Electrical Engineering and Information Technology, 2025
At ETH Zurich I serve as a TA for the course “Quantum Transport in Nanostructures”, which is taught my by PhD advisor. Here I hold some of the exercise sessions (split between three of us) and help record the oral exams.
Lecturer - Digital Electronics
Supervisions, Ashesi University, in collaboration with ETH Zurich, 2025
A collaborative master’s program in Mechatronics Engineering between ETH Zurich (Switzerland) and Ashesi University (Ghana) was established in 2019 with the aim of helping Ashesi University, one of the premier undergraduate-only universities in West Africa, develop its first graduate engineering program. Over a course of five years, ETH lecturers teach block-courses onsite in Ghana, where lectures for each course are condensed into two-week blocks. I had the opportunity to lecture for the Digital Electronics block course in 2024 (by myself) and 2025 (co-lecturing with Cindy Karina).
Guest Lecturer - Brain Inspired Computing: From Devices to Applications
Guest Lecture, ETH Zurich, Department of Electrical Engineering and Information Technology, 2025
Designed and delivered a lecture and exercise session on atomistic device simulation approaches for non-volatile resistive memory.
Supervision - Master student projects
Supervisions, ETH Zurich, Department of Electrical Engineering and Information Technology, 2025
At ETH, PhD students can independently propose research projects and recruit masters students to work on them. These come in the form of Bachelor Thesis projects (4 months part-time), Master Semester projects (4 months part-time), and Master Thesis (6 months full-time). These projects are part of the ETH undergraduate/graduate curriculum.