RESEARCH
Computational science across ML-driven electrochemistry, multiscale soft-actuator mechanics, and granular thermal transport for fusion. The same multi-scale, ML-bridged signature in each.
visualization forthcoming
01 · Postdoc, LANL T-1 · 2024–present
Charge-aware ML potentials and ESM-RISM DFT at LANL T-1 — closing the gap between atomic simulation and electrochemical voltage.
02 · Ph.D., IIT Madras · 2017–2024
Custom FORTRAN FEM + LAMMPS MD for light-responsive liquid-crystal actuators — 13 publications, Best PhD Thesis Award, adopted by groups in three countries.
03 · Pre-doctoral, KIT · 2017 (DAAD-WISE Fellow)
DEM–ANN–FEM hierarchical thermal modeling for fusion breeder pebble beds — 34% ETC spatial variation found in first full-unit simulation of ~12 million particles.