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Open and real-world human-AI coordination by heterogeneous training with communication
《Frontiers of Computer Science》2025年第4期59-76,共18页Cong GUAN Ke XUE Chunpeng FAN Feng CHEN Lichao ZHANG Lei YUAN Chao QIAN Yang YU 
supported by the National Key Research and Development Program of China(2020AAA0107200);the National Natural Science Foundation of China(Grant Nos.61921006,61876119,62276126);the Natural Science Foundation of Jiangsu(BK20221442).
Human-AI coordination aims to develop AI agents capable of effectively coordinating with human partners,making it a crucial aspect of cooperative multi-agent reinforcement learning(MARL).Achieving satisfying performan...
关键词：human-AI coordination multi-agent reinforcement learning COMMUNICATION open-environment coordination real-world coordination 
Cardiomyocyte proliferation:Advances and insights in macrophage-targeted therapy for myocardial injury
《Genes & Diseases》2025年第3期108-121,共14页Tao Wang Xueyao Wang Weibin Ren Zeyu Sun Yanhui Zhang Nanping Wu Hongyan Diao 
supported by the National Key Research and Development Program of China(No.2021YFA1301100,2021YFA1301101);Shandong Provincial Natural Science Foundation of China(No.SYS202202);the Research Project of Jinan Microecological Biomedicine Shandong Laboratory(China)(No.JNL-2023009Q,JNL-2022012B).
In the mammalian heart,cardiomyocytes undergo a transient window of proliferation that leads to regenerative impairment,limiting cardiomyocyte proliferation and myocardial repair capacity.Cardiac developmental pattern...
关键词：Cardiac regeneration Cardiomyocyte proliferation Heterogeneous macrophages MACROPHAGES Myocardial infarction 
The renaissance of oxo synthesis: heterogeneous Rh-catalyzed hydroformylation
《Science China Chemistry》2025年第4期1218-1224,共7页Tao Yan Zhi Cao 
supported from the National Key R&D Program(No.2023YFB4103100,and 2023YFB4103102);National Natural Science Foundation of China(No.22172186,22302221,and 22202229);Major science and technology project of Ordos(No.2022EEDSKJZDZX001);Inner Mongolia Key Research and Development Program1(No.2023YFHH0009);Institute of Coal Chemistry,Chinese Academy of Sciences,and Synfuels China,Co.Ltd.
Hydroformylation could convert olefins and syngas(mixture of H_(2) and CO)into aldehydes with a great atomic efficiency.This transformation serves as one of the most prominent processes in modern chemical industry;as ...
关键词：RENAISSANCE Chemical Industry Atomic Efficiency Plasticizers Oxo Synthesis Heterogeneous Rh Catalyzed Hydroformylation OLEFINS ALDEHYDES 
Finite time hybrid synchronization of heterogeneous duplex complex networks via time-varying intermittent control
《Chinese Physics B》2025年第4期354-363,共10页Cheng-Jun Xie Xiang-Qing Lu 
Project supported by Jilin Provincial Science and Technology Development Plan(Grant No.20220101137JC).
This paper study the finite time internal synchronization and the external synchronization(hybrid synchronization)for duplex heterogeneous complex networks by time-varying intermittent control.There few study hybrid s...
关键词：finite time synchronization time-varying intermittent control duplex heterogeneous networks complex networks 
Heterogeneous iron-based catalysts for a sustainable photoinduced nitrogen fixation
《Green Energy & Environment》2025年第4期733-755,共23页Amalia M.Grigoras Federica Valentini Loredana Latterini Luigi Vaccaro 
funded by the European Union-NextGenerationEU under the Italian Ministry of University and Research(MUR)National Innovation Ecosystem grant ECS00000041-VITALITY;The University of Perugia is acknowledged for financial support to the university project“Fondo Ricerca di Ateneo,edizione 2021”and“Fondo Ricerca di Ateneo,edizione 2022”;CSGI(Consorzio Interuniversitario per lo Sviluppo dei Sistemi a Grande Interfase)for the support.
Ammonia is nowadays one of the most important commodities chemicals intensively produced at about 175 million tons per year,contributing to 1.8%of the global energy demand.The constantly increasing NH3 demand also par...
关键词：Nitrogen fixation AMMONIA Iron photocatalysts PHOTOCATALYSIS 
Development of heterogeneous multiprocessing digital beam position and phase monitor electronics at HIAF-iLinac
《Nuclear Science and Techniques》2025年第4期105-118,共14页Zhi-Xue Li Jun-Xia Wu Ke-Wei Gu Fa-Fu Ni Rui-Xia Tian Guang-Yu Zhu Yong Zhang Shang-Shang Lu Li-Li Li Hong-Ming Xie Ze Du Xiao-Xuan Qiu Yuan Wei Long Jing Jia Yin Pei-Lin He Weng-Hui Li Hong-Fei Zhang 
supported by the National Natural Science Foundation of China(No.11975290)。
The heavy-ion accelerator facility(HIAF)under construction in China will produce various stable and intense radioactive beams with energies ranging from MeV/u to GeV/u.The ion-linac(iLinac)accelerator,which will serve...
关键词：HIAF Beam position and phase monitor Digital signal processing FPGA 
Darcy to non-Darcy seepage transition in heterogeneous coarse-grained soil:Seepage characteristics and critical threshold prediction
《Journal of Rock Mechanics and Geotechnical Engineering》2025年第4期2526-2538,共13页Xin Zhang Yufeng Wei Guoxiang Tu Hao Yang Shixin Zhang Peng Liang 
supported by the National Nature Science Foundation of China (Grant No.42072303);the State Key Laboratory of Geohazard Prevention and Geoenvironment Protection Independent Research Project (Grant No.SKLGP2021Z004).
Seepage in coarse-grained soil exhibits distinct non-Darcy characteristics,and the transition from linear to nonlinear seepage significantly affects the hydraulic characteristics and geotechnical applications.Due to t...
关键词：Coarse-grained soil Porous media Seepage characteristics Non-Darcy seepage Pore characteristics 
On-device diagnostic recommendation with heterogeneous federated BlockNets
《Science China(Information Sciences)》2025年第4期29-45,共17页Minh Hieu NGUYEN Thanh Trung HUYNH Thanh Toan NGUYEN Phi Le NGUYEN Hien Thu PHAM Jun JO Thanh Tam NGUYEN 
supported by ARC Discovery Early Career Researcher Award(Grant No.DE200101465);ARC DP Project(Grant No.DP240101108)。
The evolution of edge computing has advanced the accessibility of E-health recommendation services,encompassing areas such as medical consultations,prescription guidance,and diagnostic assessments.Traditional methodol...
关键词：intelligent recommendation federated learning heterogeneous devices E-health diagnostics 
The Influence of Heterogeneous Processes on the Physicochemical Properties of Atmospheric Aerosols
《Advances in Atmospheric Sciences》2025年第4期623-640,共18页Maofa GE Shengrui TONG Lin DU Lingyan WU Ting LEI Kun LI Minglan XU Narcisse T.TSONA Wenqian ZHANG Hailiang ZHANG 
supported by the National Key Research and Development Program of China(No.2022YFC3701000);the National Natural Science Foundation of China(Nos.42130606 and 41931287);the Beijing National Laboratory for Molecular Sciences(BNLMS-CXXM-202011);the Youth Innovation Promotion Association of the Chinese Academy of Sciences(No.Y2021013).
With the rapid development of the world economy,complex air pollution has increasingly become a serious threat;for example,with haze events occurring frequently in various regions of the globe.Recent evidence has indi...
关键词：heterogeneous chemistry ATMOSPHERE AEROSOLS physicochemical properties 
Robust adaptive distributed optimization for heterogeneous unknown second-order nonlinear multiagent systems
《Science China(Information Sciences)》2025年第4期387-388,共2页Ping GONG Qing-Guo WANG 
supported by National Natural Science Foundation of China(Grant Nos.62003142,62373060);Guangdong Basic and Applied Basic Research Foundation(Grant Nos.2023A1515011025,2020A1515110965);Guangdong Provincial Key Laboratory of IRADS(Grant No.2022B1212010006)。
The distributed optimization problem has drawn significant attention recently since it has a variety of applications in the economic dispatch of smart grids,regression of distributed data,optimal coordination of mobil...
关键词：mobile robot systems mrss distributed optimization problems multiagent systems mass economic dispatch smart gridsregression distributed dataoptimal coordination distributed optimization problem robust adaptive distributed optimization cooperatively minimize global cost function whe heterogeneous unknown second order nonlinear multiagent systems 
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