{"url":"/dataset/mpm-verse","name":"MPM-Verse","full_name":"MPMVerse Physics Simulation Dataset","description_markdown":"This dataset contains Material-Point-Method (MPM) simulations for various materials, including water, sand, plasticine, elasticity, jelly, rigid collisions, and melting. Each material is represented as point-clouds that evolve over time. The dataset is designed for learning and predicting MPM-based physical simulations.","description_withheld":null,"homepage":"https://huggingface.co/datasets/hrishivish23/MPM-Verse-MaterialSim-Small","introduced_date":"2024-07-04","introduced_date_note":null,"introduced_by":{"paper":"/paper/reduced-order-neural-operators-learning","title":"Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly Sparse Graphs","first_author":"Hrishikesh Viswanath","url":null},"license":null,"modalities":[{"name":"3D","url":"/datasets/modality/3d"},{"name":"Point cloud","url":"/datasets/modality/point-cloud"}],"tasks":[{"name":"Water3D_Long","url":"/task/water3d-long","datasets_with_task":"/datasets/task/water3d-long"},{"name":"WaterDrop2D","url":"/task/waterdrop2d","datasets_with_task":"/datasets/task/waterdrop2d"},{"name":"Sand3D_Long","url":"/task/sand3d-long","datasets_with_task":"/datasets/task/sand3d-long"},{"name":"Sand2D","url":"/task/sand2d","datasets_with_task":"/datasets/task/sand2d"},{"name":"Sand","url":"/task/sand","datasets_with_task":"/datasets/task/sand"},{"name":"Goop2D","url":"/task/goop2d","datasets_with_task":"/datasets/task/goop2d"},{"name":"Plasticine3D","url":"/task/plasticine3d","datasets_with_task":"/datasets/task/plasticine3d"},{"name":"Elasticity3D","url":"/task/elasticity3d","datasets_with_task":"/datasets/task/elasticity3d"},{"name":"MultiMaterial2D","url":"/task/multimaterial2d","datasets_with_task":"/datasets/task/multimaterial2d"},{"name":"Generating 3D Point Clouds","url":"/task/generating-3d-point-clouds","datasets_with_task":"/datasets/task/generating-3d-point-clouds"},{"name":"3D geometry","url":"/task/3d-geometry","datasets_with_task":"/datasets/task/3d-geometry"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["MPM-Verse"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}