Poisson

Papers using Poisson (7)

Anant-Net: Breaking the Curse of Dimensionality with Scalable and Interpretable Neural Surrogate for High-Dimensional PDEs2025 · 6 citesA Conformal Prediction Framework for Uncertainty Quantification in Physics-Informed Neural Networks2025 · 2 citesDiffusion models with physics-guided inference for solving partial differential equations2026Physics-informed diffusion models in spectral space2026RRaPINNs: Residual Risk-Aware Physics Informed Neural Networks2025Enhancing Physics-Informed Neural Networks with a Hybrid Parallel Kolmogorov-Arnold and MLP Architecture2025Unsupervised Random Quantum Networks for PDEs2023