Real-Time Prediction of Gas Flow Dynamics in Diesel Engines using a Deep Neural Operator Framework Paper • 2304.00567 • Published Apr 2, 2023
MyCrunchGPT: A chatGPT assisted framework for scientific machine learning Paper • 2306.15551 • Published Jun 27, 2023
Synergistic Learning with Multi-Task DeepONet for Efficient PDE Problem Solving Paper • 2408.02198 • Published Aug 5, 2024
Learning Nonlinear Responses in PET Bottle Buckling with a Hybrid DeepONet-Transolver Framework Paper • 2509.13520 • Published Sep 16
A Digital Twin for Diesel Engines: Operator-infused Physics-Informed Neural Networks with Transfer Learning for Engine Health Monitoring Paper • 2412.11967 • Published Dec 16, 2024
Fusion-DeepONet: A Data-Efficient Neural Operator for Geometry-Dependent Hypersonic and Supersonic Flows Paper • 2501.01934 • Published Jan 3