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Vijayamanikandan Vijayarangan
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A data-driven reduced-order model for stiff chemical kinetics using dynamics-informed training
V Vijayarangan, HA Uranakara, S Barwey, RM Galassi, MR Malik, ...
Energy and AI 15, 100325, 2024
182024
Accelerating turbulent reacting flow simulations on many-core/GPUs using matrix-based kinetics
HA Uranakara, S Barwey, FEH Pérez, V Vijayarangan, V Raman, HG Im
Proceedings of the Combustion Institute 39 (4), 5127-5136, 2023
42023
Accelerated Integration of Stiff Reactive Systems Using Gradient-Informed Autoencoder and Neural Ordinary Differential Equation
MY Baykan, V Vijayarangan, D Shin, HG Im
AIAA SCITECH 2025 Forum, 0788, 2025
2025
Time varying inflow generation using adjoint-based PDE constrained optimization for reactive flow simulations
V Vijayarangan, H Im
APS Division of Fluid Dynamics Meeting Abstracts, X34. 005, 2024
2024
Reconstruction of high-resolution turbulent flow fields from sparse measurement using the diffusion normalizing flows
V Vijayarangan, HA Uranakara, HG Im
AIAA SCITECH 2024 Forum, 1362, 2024
2024
Adaptive time step control using reinforcement learning for stiff chemical kinetic systems
V Vijayarangan, H Uranakara, F Hernandez Perez, H Im
Bulletin of the American Physical Society, 2023
2023
Reduced order model for stiffness removal in chemically reacting flow simulations
V Vijayarangan, H Uranakara, S Barwey, F Hernández Pérez, V Raman, ...
Bulletin of the American Physical Society 67, 2022
2022
EXACT AND APPROXIMATE CHEMICAL KINETICS FOR ACCELERATING TURBULENT REACTING FLOW SIMULATIONS ON GPUs
V Vijayarangan
2022
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