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README.md
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---
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license: cc-by-nc-4.0
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language:
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- en
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tags:
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- cfd
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- sciml
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pretty_name: Laser-Induced Droplet Explosion(LIDE)
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size_categories:
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- 10B<n<100B
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---
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# Description:
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This Dataset includes 128 trajectories of time-dependent Laser-Induced Droplet Explosion (LIDE). Using a Finite
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Volume solver, we solve the two-dimensional (2D) axisymmetric compressible Euler equations for this multiphase problem.
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# MetaData
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* dataset_name: Laser-Induced Droplet Explosion,
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* PDE: 2D axisymmetric compressible Euler equations,
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* created: 08-2025,
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* time_dependent: true,
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* include_initial_state: true,
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# Spatiotemporal Info.
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* num_trajectories: 128,
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* num_time_steps: 201,
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* num_channels: 6,
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* channel_names: ["density", "pressure", "velocity_x", "velocity_y", "schlieren", "energy"],
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* spatial_dimensions: 2,
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* spatial_grid_size: [256, 256],
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* dx=dy: 1.250000000e-07 [m]
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# Boundary conditions
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* west: Axisymmetric,
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* east: ZeroGradient,
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* south: Symmetry,
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* north: ZeroGradient
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> Two separet files, "train.h5" and "test.h5", are provided. The former includes 96 trajectories for training and validation; the latter covers the 32 remaining trajectories for inference only.
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> Refer to the "metadat.json" file for more details on the dataset.
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# Download
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The dataset can be downloaded, e.g., via `huggingface-cli download`.
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```bash
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huggingface-cli download FluidVerse/SIDA --repo-type dataset --local-dir .
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```
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