Helmholtz

Short Description This dataset comprises solutions of the Helmholtz equation, see https://arxiv.org/abs/2405.19101. Dimensions The H5 file has 19675 variables called Sample_i where i is the sample number. Every sample has three sub-groups: a with dimensionality 128 (x-dim) 128 (y-dim) bc (the value of the Dirichlet bou

Papers using Helmholtz (4)

QCPINN: Quantum-Classical Physics-Informed Neural Networks for Solving PDEs2025 · 14 citesPhysics-informed diffusion models in spectral space2026Architecture-Optimization Co-Design for Physics-Informed Neural Networks Via Attentive Representations and Conflict-Resolved Gradients2026Synergizing Kolmogorov-Arnold Networks with Dynamic Adaptive Weighting for High-Frequency and Multi-Scale PDE Solutions2025