Physics Informed Neural Networks

concepts · 2 notes linked

Related: Jax · Weights And Biases · Scientific Machine Learning · Neural Tangent Kernel · Residual Networks · Partial Differential Equations · Deep Learning

Notes

• GitHub - PredictiveIntelligenceLab/jaxpi — JAX library implementing physics-informed neural networks with benchmarks
• PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks — Adaptive residual architecture fixing deep PINN training instability