Publications

Shilaj Baral, Youngkyu Lee, Sangam Khanal, and Joongoo Jeon. "Residual-guided AI-CFD hybrid method enables stable and scalable simulations: from 2D benchmarks to 3D applications." arXiv preprint arXiv:2510.21804 (2025). (under review) View
Sangam Khanal, Shilaj Baral, and Joongoo Jeon. "Comparison of CNN-based deep learning architectures for unsteady CFD acceleration on small datasets." Nuclear Engineering and Technology (2025): 103703. View
Joongoo Jeon, Jean Rabault, Joel Vasanth, Francisco Alcántara-Ávila, Shilaj Baral, and Ricardo Vinuesa. "Inductive biased-deep reinforcement learning methods for flow control: Group-invariant and positional-encoding networks improve learning reproducibility and quality." Physics of Fluids 37, no. 7 (2025). View