P. Chiu

发表论文 65 篇 · 总被引 1449 次 · h-index 15

代表论文

• FFV-PINN: A Fast Physics-Informed Neural Network with Simplified Finite Volume Discretization and Residual Correction (2025 · Computer Methods in Applied Mechanics and Engineering · 被引 24)
• LSA-PINN: Linear Boundary Connectivity Loss for Solving PDEs on Complex Geometry (2023 · IEEE International Joint Conference on Neural Network · 被引 18)
• Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities (2025 · IEEE Computational Intelligence Magazine · 被引 17)
• Neuroevolution of Physics-Informed Neural Nets: Benchmark Problems and Comparative Results (2022 · GECCO Companion · 被引 11)
• Evolvable Conditional Diffusion (2025 · International Joint Conference on Artificial Intelligence · 被引 7)
• Evolutionary Optimization of Physics-Informed Neural Networks: Advancing Generalizability by the Baldwin Effect (2023 · IEEE Transactions on Evolutionary Computation · 被引 7)