@article{hierarchicalembeddingautoencoderwitha, title = {Hierarchical-embedding autoencoder with a predictor (HEAP) as efficient architecture for learning long-term evolution of complex multi-scale physical systems}, author = {Alexander Khrabry and Edward Startsev and Andrew Powis and Igor Kaganovich}, year = {2025}, eprint = {2505.18857}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.18857v1}, }