遇见数据集

MDBench: Benchmarking Data-Driven Methods for Model Discovery

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Zenodo2025-11-14 更新2026-05-26 收录
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This record contains the dataset accompanying the paper "MDBench: Benchmarking Data-Driven Methods for Model Discovery," accepted to AAAI 2026. MDBench is an open-source benchmark suite for data-driven model discovery, featuring 14 PDE systems and 63 ODE systems generated under multiple noise settings. For full details, see the preprint: https://arxiv.org/abs/2509.20529 and the official codebase: https://github.com/gryaklab/mdbench. The processed archive provides the subsampled noisy and clean datasets in a unified NPZ format. The raw archive contains all original datasets from which the processed versions were derived.

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Zenodo
创建时间:
2025-11-14
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