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Projection-Based Reduced Order Model for Simulations of Nonlinear Flows with Multiple Moving Objects.. CoRR, (2021)Improved Surrogate Modeling of Fluid Dynamics with Physics-Informed Neural Networks., , , and . CoRR, (2021)Projection-Based Reduced Order Model and Machine Learning Closure for Transient Simulations of High-Re Flows., and . CoRR, (2021)Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design., , , , , , , , and . CoRR, (2023)LSA-PINN: Linear Boundary Connectivity Loss for Solving PDEs on Complex Geometry., , , , and . IJCNN, page 1-10. IEEE, (2023)A Surrogate-Assisted Extended Generative Adversarial Network for Parameter Optimization in Free-Form Metasurface Design., , , , , , , , and . CoRR, (2024)Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design., , , , , , , , and . SSCI, page 1469-1475. IEEE, (2022)CAN-PINN: A Fast Physics-Informed Neural Network Based on Coupled-Automatic-Numerical Differentiation Method., , , , and . CoRR, (2021)SLMGAN: Single-layer metasurface design with symmetrical free-form patterns using generative adversarial networks., , , , , , and . Appl. Soft Comput., (2022)Airfoil Inverse Design using Conditional Generative Adversarial Networks., , , , , , and . ICARCV, page 143-148. IEEE, (2022)