Tadbhagya Kumar
Argonne National Laboratory(US)
Publications by Year
Research Areas
Model Reduction and Neural Networks, High-Velocity Impact and Material Behavior, Rocket and propulsion systems research, Heat transfer and supercritical fluids, Advanced Combustion Engine Technologies
Most-Cited Works
- → Eulerian thermo-mechanical simulations of heterogeneous solid propellants using an approximate projection method(2020)12 cited
- → Three-dimensional thermo-mechanical simulations of heterogeneous solid propellants(2021)11 cited
- → Modeling the Strain-Range Dependent Cyclic Hardening of SS304 and 08Ch18N10T Stainless Steel with a Memory Surface(2019)8 cited
- → A physics-constrained neural ordinary differential equations approach for robust learning of stiff chemical kinetics(2025)8 cited
- → A Posteriori Evaluation of a Physics-Constrained Neural Ordinary Differential Equations Approach Coupled with CFD Solver for Modeling Stiff Chemical Kinetics(2023)4 cited
- → Phy-ChemNODE: an end-to-end physics-constrained autoencoder-NeuralODE framework for learning stiff chemical kinetics of hydrocarbon fuels(2025)1 cited
- → 2022 AI Testbed Expeditions Report(2022)1 cited
- Quasi-static Eulerian framework for thermomechanical heterogeneous solid propellant simulations(2019)
- → Forward Gradients for Data-Driven CFD Wall Modeling(2023)
- Comparison of Lagrangian Coherent Structures and Relative Dispersion in a Mixing Layer(2016)