Large language model as meta-surrogate for offline data-driven many-task optimization: A proof-of-principle study
Xianrong Zhang, Yue‐Jiao Gong, Yuan-Ting Zhong, Ting Huang et autres
cn, kr (code pays fourni par la source)
Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.
Xianrong Zhang, Yue‐Jiao Gong, Yuan-Ting Zhong, Ting Huang et autres
cn, kr (code pays fourni par la source)
Jun Zhang, Amine Lamouchi, Houda Labiod, Dimitri Korkotashvili
fr (code pays fourni par la source)
Weiqiang Liang, Jun Zhang, Jinqiang Wang, Hao Fan
cn (code pays fourni par la source)
Wenhao Lu, Zhengqiu Zhu, Yong Zhao, Yonglin Tian et autres
Mobile crowdsensing is evolving beyond traditional human-centric models by integrating heterogeneous entities like unmanned aerial vehicles (UAVs) and unmanned ground vehicles (UGVs). Optimizing task allocation among these diverse agents is critical, particularly in challenging emergency rescue scenarios characterized by complex environments, limited …
Jun Zhang, Peter Cavanaugh, Dan Tenney
Anguo Zhao, Rongkang Li, Jianquan Hou, Jun Zhang
cn (code pays fourni par la source)
Yuchang Sun, Xinran Li, Jun Zhang
Federated learning (FL) enables collaborative learning among decentralized clients while safeguarding the privacy of their local data. Existing studies on FL typically assume offline labeled data available at each client when the training starts. Nevertheless, the training data in practice often arrive …
hk, cn (code pays fourni par la source)
Chuanliu Fan, Ziqiang Cao, Zicheng Ma, 南 丹羽 et autres
Goal-oriented de novo molecule design, namely generating molecules with specific property or substructure constraints, is a crucial yet challenging task in drug discovery. Existing methods, such as Bayesian optimization and reinforcement learning, often require training multiple property predictors and struggle to incorporate …
Shutao Zhang, Shu An, Mingjin Dai, Qing Yang Steve Wu et autres
Abstract Thermoelectric materials can be designed to support optical resonances across multiple spectral ranges to enable ultra‐wideband photodetection. For instance, antimony telluride (Sb 2 Te 3 ) chalcogenide exhibits interband plasmonic resonances in the visible range and Mie resonances in the mid‐infrared …
sg, fr, hk, gb (code pays fourni par la source)
cn (code pays fourni par la source)
This paper employs bibliometric analysis to explore the design of AI-intervened operation and maintenance systems. By examining 326 relevant publications from the database, the study identifies key developments, research hotspots, and emerging trends within the field. The findings highlight a growing body …
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