@article{diffpinngenerativediffusioninitialized, title = {DiffPINN: Generative diffusion-initialized physics-informed neural networks for accelerating seismic wavefield representation}, author = {Shijun Cheng and Tariq Alkhalifah}, year = {2025}, eprint = {2506.00471}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.00471v1}, }