{
 "id": "hanhuark/BoilingBench-Multimodal",
 "owner": "hanhuark",
 "name": "BoilingBench-Multimodal",
 "downloads": 1687,
 "likes": 1,
 "last_modified": "2026-08-27T16:37:03.000Z",
 "stated_licence": "cc-by-4.0",
 "stated_from": "tag",
 "licence_name": null,
 "licence_link": null,
 "file_licence": null,
 "licence_files": [],
 "sources": [],
 "gated": false,
 "tasks": [
  "tabular-regression",
  "tabular-classification",
  "image-segmentation",
  "time-series-forecasting"
 ],
 "citation": "Cite the relevant dataset-specific publication(s), the source archival DOI where provided, and the exact BoilingBench release/profile. The following references identify the current provenance:\n\n- BoilingBench-1: Prince, Hossain, Pierson, and Hu, “Coupled Thermal and Acoustic Signatures of Slow Modulation in Microbubble Emission Boiling,” manuscript in preparation.\n- BoilingBench-2: Hossain, Prince, Pierson, Dunlap, Parjuli, and Hu, “Pressure-Adjusted Post-CHF Apparent Base-Wall Superheat Correlates with Boiling Hysteresis in Subatmospheric Pool Boiling,” manuscript in preparation.\n- BoilingBench-3/-4: Pandey, Li, Dunlap, and Hu, “Unveiling Hysteresis of Transient Boiling: A Multimodal Perspective,” *Applied Thermal Engineering*, 262, 125259 (2025); Dryad DOI [10.5061/dryad.ksn02v7h2](https://doi.org/10.5061/dryad.ksn02v7h2).\n- BoilingBench-5: Dunlap et al., “BubbleID: A Deep Learning Framework for Bubble Interface Dynamics Analysis,” *Journal of Applied Physics*, 136, 014902 (2024); and Fahim et al., “BubbleID-Flow,” manuscript in preparation.\n- BoilingBench-6: Dunlap, Pandey, Weems, and Hu, “Nonintrusive Heat Flux Quantification Using Acoustic Emissions During Pool Boiling,” *Applied Thermal Engineering*, 228, 120558 (2023); Dryad DOI [10.5061/dryad.q573n5tvq](https://doi.org/10.5061/dryad.q573n5tvq).\n- BoilingBench-7: Pandey et al., “Two-Phase Immersion Cooler for Medium-Voltage Silicon Carbide MOSFETs,” 2024 IEEE ITherm Conference; Dryad DOI [10.5061/dryad.k98sf7mk9](https",
 "signal": "permissive",
 "reason": "The declared licence (cc-by-4.0) is classified as permissive.",
 "revision": "e4d977db425e5a283c5f26b13b452a84868a5c5a",
 "stated_evidence": "https://huggingface.co/datasets/hanhuark/BoilingBench-Multimodal/blob/e4d977db425e5a283c5f26b13b452a84868a5c5a/README.md",
 "file_evidence": "https://huggingface.co/datasets/hanhuark/BoilingBench-Multimodal/tree/e4d977db425e5a283c5f26b13b452a84868a5c5a",
 "card_nc": false
}