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Discovery Learning accelerates battery design evaluation

Year: 2025

Type: preprint

Abstract: (10.5281/zenodo.17654406) Here is the dataset for our research article "Discovery Learning predicts battery cycle life from minimal experiments" published at Nature. If you use this dataset, please cite our paper.

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.2508.06985

Authors: Zhang, Jiawei, Zhang, Yifei, Yi, Baozhao, Ren, Yao, Jiao, Qi, Bai, Hanyu, Jiang, Weiran, Song, Ziyou

Language: English

Topic: Machine Learning in Materials Science

Subfield: Materials Chemistry

Field: Materials Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W4414786783

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