Research interests
Computational mechanics,
Reduced order modeling and scientific data-driven techniques,
Multi-scale modeling of materials and manufacturing processes, including welding and additive manufacturing (AM),
AM-oriented topology optimization for integrated materials and process design,
Digital image correlation techniques.
Education
- Postdoc, Computational Mechanics — Northwestern University (2022)
- Postdoc, Computational Mechanics — CEA Cadarache (2019)
- Ph D, Mechanical Engineering — INSA Lyon (2017)
- MS, Mechanical Engineering — INSA Lyon (2014)
- BS, Aircraft Manufacturing Engineering — Northwestern Polytechnical University (2012)
Publications
- An Enhanced Incremental Harmonic Balance Method to Improve the Computational Efficiency and Convergence for Systems with non-polynomial Nonlinearities 2024
Presentations
- Extended Tensor Decomposition Model Reduction Method: Application to Additive Manufacturing Residual Stress Predictions and Uncertainty Quantification 2024
- Convolution Isogeometric Analysis 2024
- Extended tensor decomposition model reduction method: application to real-time additive manufacturing residual stress predictions and inverse problems 2024
Grants and Contracts
- CDS&E: Scalable space-time model reduction for efficient extreme-scale phase field simulations of microstructure evolution in 3D printed metals 2025
- CDS&E: AI-assisted Reduced Order Computational Framework for High-Throughput and Accurate Digital Image Correlation 2025
- Physics-constrained machine learning-enabled efficient grain growth modeling for 3D printed metals
- Space-time tensor decomposition based high-performance computing framework for Cahn-Hillard type problems