I'm a postdoctoral researcher with @SURGroup at the Hopkins Extreme Materials Institute of Johns Hopkins University.
I work on scientific machine learning, molecular dynamics, and equation-of-state models for materials under extreme conditions.
🔭 My work and expertise
- Developing physics-constrained Gaussian Process Equation-of-State (GP-EOS) models
- Integrating GP-EOS with hydrocodes for high-energy lasers/ high-compression experimental designs
- Designing and executing million-atom molecular dynamics simulations on HPC platforms to tackle challenges in material designs
🚀 Interests
- Materials science under extreme conditions
- Atomistic simulations for materials discovery
🌱 I’m currently learning ...
- Density Functional Theory (DFT) and machaine-learned interatomic potentials (MLIP) development
- Open-source scientific software development
📫 Connect with Me