We uncover how atomic structure, band alignment, and device geometry govern carrier injection and transport in emerging semiconductors.

2D materials · contacts · heterointerfaces · DFT/NEGF

We connect microscopic defects and coupled ionic–electronic dynamics to variability, degradation, and long-term device behavior.

Oxide semiconductors · oxygen vacancies · reliability · multiscale simulation

We model and design emerging memory and synaptic devices for energy-efficient in-memory and neuromorphic computing.

ECRAM · RRAM · FeFET · compute-in-memory

We develop machine-learning and automated design methods that preserve physical laws and accelerate materials and device exploration.

AI co-scientist · Scientific ML · compact models · inverse design · AI–TCAD