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Modified Wave Equation: When do World Models Sucessfully Learn Dynamical Systems?
About this dataset This Zenodo resource contains the modified wave equation dataset from the paper 'When do World Models Sucessfully Learn Dynamical Systems?'$^1$ . The other datasets can be found at the following links: Flow Around a Cylinder and Periodic Wake-Impacted Flow for G
File Size22.5 GB
Data TypeDataset
Published2026
Licensecc-by-4.0
Total Views31
Total Downloads2
About this dataset
This Zenodo resource contains the modified wave equation dataset from the paper ‘When do World Models Sucessfully Learn Dynamical Systems?’$^1$ . The other datasets can be found at the following links:
Flow Around a Cylinder and Periodic Wake-Impacted Flow for Generative Learning$^3$: https://doi.org/10.5281/zenodo.18457565
Parameters
| Parameter | Heat | Wave | KSE |
| Resolution | 128 x 128 | 128 x 128 | 256 x 256 |
| Timesteps | 2000 | 2000 | 2000 |
| Folder structure | /heat/operator/init_cond | /wave/operator/init_cond | /kse/init_cond |
| File structure | Pytorch Pickletensor | Pytorch Pickletensor | Pytorch Pickletensor |
| Numerical method | Explicit Euler | Explicit Euler | ETDRK4 (Modified)$^2$ |
| Time factor | 0.4 | 0.05 | 0.01 |
| No. simulations | 4 x 100<📤 Share this pageFound this useful? Share it with your network. Files are hosted on the source repository. Click download to access the full dataset. Ross, Edmund (2026). Modified Wave Equation: When do World Models Sucessfully Learn Dynamical Systems?. https://doi.org/10.5281/zenodo.18430977
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