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Lossless data compression by large models 期刊论文
NATURE MACHINE INTELLIGENCE, 2025, 卷号: 7, 期号: 5, 页码: 794-799
作者:  Li, Ziguang;  Huang, Chao;  Wang, Xuliang;  Hu, Haibo;  Wyeth, Cole;  Bu, Dongbo;  Yu, Quan;  Gao, Wen;  Liu, Xingwu;  Li, Ming
收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25
Relative importance sampling for off-policy actor-critic in deep reinforcement learning 期刊论文
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 17
作者:  Humayoo, Mahammad;  Zheng, Gengzhong;  Dong, Xiaoqing;  Miao, Liming;  Qiu, Shuwei;  Zhou, Zexun;  Wang, Peitao;  Ullah, Zakir;  Junejo, Naveed Ur Rehman;  Cheng, Xueqi
收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25
Actor-critic (AC)  Discrepancy  Variance  Importance sampling (IS)  Off-policy  Relative importance sampling (RIS)  
Digital twin system for manufacturing processes based on a multi-layer knowledge graph model 期刊论文
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 14
作者:  Su, Chang;  Tang, Xin;  Jiang, Qi;  Han, Yong;  Wang, Tao;  Jiang, Dongsheng
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Digital twin  Knowledge graph  Intelligent manufacturing  Data integration  Manufacturing process management  Decision support  
Deep learning for hepatocellular carcinoma recurrence before and after liver transplantation: a multicenter cohort study 期刊论文
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 10
作者:  Cao, Shuang;  Yu, Sihan;  Huang, Liangbin;  Seery, Samuel;  Xia, Yu;  Zhao, Yongwei;  Si, Zhongzhou;  Zhang, Xinxue;  Zhu, Jiqiao;  Lang, Ren;  Kou, Jiantao;  Zhang, Haiming;  Wei, Lin;  Zhou, Guangpeng;  Sun, Liying;  Wang, Lei;  Li, Ting;  He, Qiang;  Zhu, Zhijun
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Hepatocellular carcinoma  Liver transplantation  Recurrence predictive models  Deep learning  DeepSurv  
COph100: A comprehensive fundus image registration dataset from infants constituting the "RIDIRP" database 期刊论文
SCIENTIFIC DATA, 2025, 卷号: 12, 期号: 1, 页码: 10
作者:  Hu, Yan;  Gong, Mingdao;  Qiu, Zhongxi;  Liu, Jiabao;  Shen, Hongli;  Yuan, Mingzhen;  Zhang, Xiaoqing;  Li, Heng;  Lu, Hai;  Liu, Jiang
收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25
DPA-2: a large atomic model as a multi-task learner 期刊论文
NPJ COMPUTATIONAL MATERIALS, 2024, 卷号: 10, 期号: 1, 页码: 15
作者:  Zhang, Duo;  Liu, Xinzijian;  Zhang, Xiangyu;  Zhang, Chengqian;  Cai, Chun;  Bi, Hangrui;  Du, Yiming;  Qin, Xuejian;  Peng, Anyang;  Huang, Jiameng;  Li, Bowen;  Shan, Yifan;  Zeng, Jinzhe;  Zhang, Yuzhi;  Liu, Siyuan;  Li, Yifan;  Chang, Junhan;  Wang, Xinyan;  Zhou, Shuo;  Liu, Jianchuan;  Luo, Xiaoshan;  Wang, Zhenyu;  Jiang, Wanrun;  Wu, Jing;  Yang, Yudi;  Yang, Jiyuan;  Yang, Manyi;  Gong, Fu-Qiang;  Zhang, Linshuang;  Shi, Mengchao;  Dai, Fu-Zhi;  York, Darrin M.;  Liu, Shi;  Zhu, Tong;  Zhong, Zhicheng;  Lv, Jian;  Cheng, Jun;  Jia, Weile;  Chen, Mohan;  Ke, Guolin;  Weinan, E.;  Zhang, Linfeng;  Wang, Han
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
A multimodal dental dataset facilitating machine learning research and clinic services 期刊论文
SCIENTIFIC DATA, 2024, 卷号: 11, 期号: 1, 页码: 11
作者:  Huang, Yunyou;  Liu, Wenjing;  Yao, Caiqin;  Miao, Xiuxia;  Guan, Xianglong;  Lu, Xiangjiang;  Liang, Xiaoshuang;  Ma, Li;  Tang, Suqin;  Zhang, Zhifei;  Zhan, Jianfeng
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
A machine learning prediction model for Cardiac Amyloidosis using routine blood tests in patients with left ventricular hypertrophy 期刊论文
SCIENTIFIC REPORTS, 2024, 卷号: 14, 期号: 1, 页码: 11
作者:  Pan, Yuling;  Fan, Qingkun;  Liang, Yu;  Liu, Yunfan;  You, Haihang;  Liang, Chunzi
收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25
Cardiac amyloidosis  Machine learning  Routine blood tests  Multi-system dysfunction profile  Prediction model  
Predicting transcriptional responses to novel chemical perturbations using deep generative model for drug discovery 期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 19
作者:  Qi, Xiaoning;  Zhao, Lianhe;  Tian, Chenyu;  Li, Yueyue;  Chen, Zhen-Lin;  Huo, Peipei;  Chen, Runsheng;  Liu, Xiaodong;  Wan, Baoping;  Yang, Shengyong;  Zhao, Yi
收藏  |  浏览/下载：18/0  |  提交时间：2024/12/06
Towards determining the presence of barren plateaus in some chemically inspired variational quantum algorithms 期刊论文
COMMUNICATIONS PHYSICS, 2024, 卷号: 7, 期号: 1, 页码: 9
作者:  Mao, Rui;  Tian, Guojing;  Sun, Xiaoming
收藏  |  浏览/下载：12/0  |  提交时间：2024/12/06