Dataset · Hugging Face

ioandanielc/sph_dataset

Name: sph_dataset
Creator: ioandanielc
License: cc-by-4.0
Keywords: task_categories:image-classification, task_categories:image-segmentation, language:en, license:cc-by-4.0, size_categories:100K<n<1M, doi:10.57967/hf/8694, region:us, additive-manufacturing, laser-powder-bed-fusion, smoothed-particle-hydrodynamics, melt-pool, keyhole, physics-simulation, scientific-machine-learning

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.

View on Hugging FaceReport an issue

Author / organization	ioandanielc
License (as declared)	cc-by-4.0
Downloads	2K (as reported by Hugging Face)
Likes	0
Created	4 May 2026
Last updated at source	20 July 2026

additive-manufacturinglaser-powder-bed-fusionsmoothed-particle-hydrodynamicsmelt-poolkeyholephysics-simulationscientific-machine-learning

Embed this entry

<iframe src="https://silytics.si/embed/item/6ad36090-ed0d-46e8-a228-1616e2476692" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

Popularity, last 2 days

1,971 now (+21 since 2026-10-16). Counts as reported by the source, snapshotted daily by Silytics.

More from ioandanielc

ioandanielc/sph_v2Dataset

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 17 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.