I am a Postdoctoral Fellow in the Department of Civil and Systems Engineering at Johns Hopkins University, working with Professor Somnath Ghosh.
My research develops computational and data-driven methods for mechanics. I am particularly interested in neural operators, digital twins, multiscale computational mechanics, inverse problems, and differentiable modeling. My broader work also includes phase-field fracture and coupled multiphysics simulation.
- Neural operators and scientific machine learning for mechanics
- Digital twins and inverse problems for materials and structures
- Multiscale computational mechanics and differentiable modeling
- Phase-field fracture and coupled multiphysics simulation
- Neural operator-based damage sensing digital twin for piezocomposites with Parametrically Upscaled Coupled Constitutive Damage Model — accepted in Computer Methods in Applied Mechanics and Engineering. DOI
See my publications for additional work.
- Ph.D. in Computational Mechanics, Duke University, 2024 (advisor: Professor John Dolbow)
- M.S. in Mechanical Engineering, Shanghai Jiao Tong University
- B.S. in Materials Science and Engineering, Jilin University