Fixed-point neural samplers on discrete spaces
Jiajun He, Denis Blessing, Mouyang Cheng, Yuanqi Du, Carles Domingo-Enrich
October 2026
arXiv | October 2026
Yuanqi Du
Senior Researcher
论文与出版物
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JANUS: A Multi-modal Foundation Neural Sampler for Disordered Materials
Denis Blessing, Mouyang Cheng, M. Schebek, Jutta Rogal, Mingda Li, Carles Domingo-Enrich, Yuanqi Du
August 2026
arXiv | August 2026
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ATLAS: A Foundation Neural Sampler for Amorphous Materials
Mouyang Cheng, Denis Blessing, Botao Yu, Gerhard Neumann, Mingda Li, Carles Domingo-Enrich, Yuanqi Du
July 2026
arXiv | July 2026
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Benchmarking AI Agents for Addressing Scientific Challenges Across Scales
Tianyu Liu, Allen Wang, Antonia Panescu, Lisa Chen, Wenxin Long, Xinyu Wei, Yueqian Jing, Ziyao Zeng, Jihang Chen, Sihang Jiang, Ziqing Wang, Siyi Gu, Siyu Chen, Xinyang Hu, Haoran Shao, Leqi Xu, Wangjie Zheng, Zhiyuan Cao, Ada Fang, Botao Yu, Kunyang Sun, Rex Ying, Arman Cohan, Qingyu Chen, Lingzhou Xue, Kaize Ding, Yuanqi Du, Wengong Jin, Zhuoran Yang, M. Zitnik, James Zou, Hua Xu, Hongyu Zhao
June 2026
arXiv | June 2026
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Free energy Estimation on Any State Space
Jiajun He, Zijing Ou, Francisco Vargas, Yingzhen Li, Jose Miguel Hernandez Lobato, Carles Domingo-Enrich, Yuanqi Du
May 2026
arXiv | May 2026
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Fixed-point neural samplers on discrete spaces
Jiajun He, Denis Blessing, Mouyang Cheng, Yuanqi Du, Carles Domingo-Enrich
October 2026
arXiv | October 2026
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Fixed-point neural samplers on discrete spaces
Jiajun He, Denis Blessing, Mouyang Cheng, Yuanqi Du, Carles Domingo-Enrich
October 2026
arXiv | October 2026
-
JANUS: A Multi-modal Foundation Neural Sampler for Disordered Materials
Denis Blessing, Mouyang Cheng, M. Schebek, Jutta Rogal, Mingda Li, Carles Domingo-Enrich, Yuanqi Du
August 2026
arXiv | August 2026
-
ATLAS: A Foundation Neural Sampler for Amorphous Materials
Mouyang Cheng, Denis Blessing, Botao Yu, Gerhard Neumann, Mingda Li, Carles Domingo-Enrich, Yuanqi Du
July 2026
arXiv | July 2026
-
Benchmarking AI Agents for Addressing Scientific Challenges Across Scales
Tianyu Liu, Allen Wang, Antonia Panescu, Lisa Chen, Wenxin Long, Xinyu Wei, Yueqian Jing, Ziyao Zeng, Jihang Chen, Sihang Jiang, Ziqing Wang, Siyi Gu, Siyu Chen, Xinyang Hu, Haoran Shao, Leqi Xu, Wangjie Zheng, Zhiyuan Cao, Ada Fang, Botao Yu, Kunyang Sun, Rex Ying, Arman Cohan, Qingyu Chen, Lingzhou Xue, Kaize Ding, Yuanqi Du, Wengong Jin, Zhuoran Yang, M. Zitnik, James Zou, Hua Xu, Hongyu Zhao
June 2026
arXiv | June 2026
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Free energy Estimation on Any State Space
Jiajun He, Zijing Ou, Francisco Vargas, Yingzhen Li, Jose Miguel Hernandez Lobato, Carles Domingo-Enrich, Yuanqi Du
May 2026
arXiv | May 2026
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JANUS: A Multi-modal Foundation Neural Sampler for Disordered Materials
Denis Blessing, Mouyang Cheng, M. Schebek, Jutta Rogal, Mingda Li, Carles Domingo-Enrich, Yuanqi Du
August 2026
arXiv | August 2026
-
ATLAS: A Foundation Neural Sampler for Amorphous Materials
Mouyang Cheng, Denis Blessing, Botao Yu, Gerhard Neumann, Mingda Li, Carles Domingo-Enrich, Yuanqi Du
July 2026
arXiv | July 2026
-
-
-
Fixed-point neural samplers on discrete spaces
Jiajun He, Denis Blessing, Mouyang Cheng, Yuanqi Du, Carles Domingo-Enrich
October 2026
arXiv | October 2026
-
JANUS: A Multi-modal Foundation Neural Sampler for Disordered Materials
Denis Blessing, Mouyang Cheng, M. Schebek, Jutta Rogal, Mingda Li, Carles Domingo-Enrich, Yuanqi Du
August 2026
arXiv | August 2026
-
ATLAS: A Foundation Neural Sampler for Amorphous Materials
Mouyang Cheng, Denis Blessing, Botao Yu, Gerhard Neumann, Mingda Li, Carles Domingo-Enrich, Yuanqi Du
July 2026
arXiv | July 2026
-
Benchmarking AI Agents for Addressing Scientific Challenges Across Scales
Tianyu Liu, Allen Wang, Antonia Panescu, Lisa Chen, Wenxin Long, Xinyu Wei, Yueqian Jing, Ziyao Zeng, Jihang Chen, Sihang Jiang, Ziqing Wang, Siyi Gu, Siyu Chen, Xinyang Hu, Haoran Shao, Leqi Xu, Wangjie Zheng, Zhiyuan Cao, Ada Fang, Botao Yu, Kunyang Sun, Rex Ying, Arman Cohan, Qingyu Chen, Lingzhou Xue, Kaize Ding, Yuanqi Du, Wengong Jin, Zhuoran Yang, M. Zitnik, James Zou, Hua Xu, Hongyu Zhao
June 2026
arXiv | June 2026
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Free energy Estimation on Any State Space
Jiajun He, Zijing Ou, Francisco Vargas, Yingzhen Li, Jose Miguel Hernandez Lobato, Carles Domingo-Enrich, Yuanqi Du
May 2026
arXiv | May 2026
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