@article{daspinnsforhighdimensionalpartialdiffere, title = {DAS-PINNs for high-dimensional partial differential equations: extending deep adaptive sampling to spacetime domains}, author = {Anshima Singh and David J. Silvester}, year = {2026}, eprint = {2606.06314}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.06314}, }