Dongzhan Zhou on Muck Rack

Dongzhan Zhou

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Articles

Computer Science > Computer Vision and Pattern Recognition

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By Guang Li, Shijie Wang, Dongzhan Zhou
| arxiv.org
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Open in Who Shared View Duplicates (206) Issue with article?

Evidential deep learning for interatomic potentials - Nature Communications

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By Han Xu, Taoyong Cui, Chenyu Tang, Dongzhan Zhou, Yuqiang Li, Wanli Ouyang, Shufei Zhang
| Nature Verified
Abstract Machine learning interatomic potentials have been widely used to facilitate large-scale molecular simulations with accuracy comparable to ab initio methods. To ensure the reliability of the simulation, the training dataset is iteratively expanded through active learning, where uncertainty serves as a critical indicator for identifying and collecting out-of-distribution data.
Open in Who Shared Issue with article?

[2512.08743] Towards Foundation Models with Native Multi-Agent Intelligence

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By Haoyang Yan, Yiqun Zhang, Yang Chen, Dongzhan Zhou
| arxiv.org
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Open in Who Shared View Duplicates (654) Issue with article?
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