 Active Learning with Selective Time-Step Acquisition for PDEsInternational Conference on Machine Learning (ICML), 2025 |
 Improving Long-term Autoregressive Spatiotemporal Predictions: A Proof of Concept with Fluid DynamicsComputer Methods in Applied Mechanics and Engineering (CMAME), 2025 |
 PC-SRGAN: Physically Consistent Super-Resolution Generative Adversarial Network for General Transient SimulationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 |
