Datasetpublic

ioandanielc/sph_dataset

SPH-Simulated LPBF Melt-Pool Dataset Single-track laser powder bed fusion (LPBF) melt-pool simulations for Ti-6Al-4V, produced with the LAMAS smoothed-particle-hydrodynamics solver. 241 simulations sampled uniformly i.i.d. over a 4D process-parameter cube (laser power, scan speed, laser spot radius, substrate temperature), spanning conduction, transition, and keyhole regimes. Companion to the NeurIPS 2026 Evaluations & Datasets Track submission A Simulation-Based Dataset for… See the full description on the dataset page: https://huggingface.co/datasets/ioandanielc/sph_dataset.

sourceHugging Facecc-by-4.0updated 2mo agoView on Hugging Face

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rootfinal_data_processedsim_00156metadata.json

metadata.json8 linesDownload Raw Back to sim_00156

1{2  "sim_id": 156,3  "original_folder_name": "P-77p6071708937_VX-0p433253784538_LS-7p48831675656e-05_ST-344p207921637_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p11346300371e-05_H-5958772c6a",4  "original_hash": "5958772c6a",5  "material": "TI64",6  "n_frames": 190,7  "n_skipped_incomplete": 08}