DATA-DRIVEN

作品数:613被引量:1200H指数:14
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相关领域:自动化与计算机技术更多>>
相关作者:唐刚马坚伟徐陋辛鑫郭洋更多>>
相关机构:南京大学哈尔滨工业大学中国石油天然气集团公司清华大学更多>>
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相关基金:国家自然科学基金中国博士后科学基金国家重点基础研究发展计划国家高技术研究发展计划更多>>
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Data-driven drug repositioning using olfactory omics profiles:challenges and perspectives in neurodegeneration
《Neural Regeneration Research》2025年第7期1997-1998,共2页Paz Cartas-Cejudo Adriana Cortés Mercedes Lachén-Montes Elena Anaya-Cubero Joaquín Fernández-Irigoyen Enrique Santamaría 
funded by grants from the Spanish Ministry of Science,Innovation and Universities(Ref.PID2019-110356RB-I00/AEI/10.13039/501100011033)to JFI and ES;the Department of Economic and Business Development from Government of Navarra(Ref.0011-1411-2023-000028 to ES);supported by a predoctoral fellowship from the Public University of Navarra(UPNA);supported by a postdoctoral fellowship from Miguel Servet Foundation-Navarrabiomed;supported by“Programa MRR Investigo 2023”in the framework of the European Union recovery and resilience facility。
Data-driven drug repositioning using olfactory omics profiles-challenges and perspectives in neurodegeneration:Neurodegenerative diseases are characterized by progressive degeneration and loss of neuronal function in ...
关键词:DISEASES drug AMYLOID 
Artificial Intelligence-Powered Materials Science
《Nano-Micro Letters》2025年第6期212-241,共30页Xiaopeng Bai Xingcai Zhang 
the support from Stanford;the support from CUHK;HKU
The advancement of materials has played a pivotal role in the advancement of human civilization,and the emergence of artificial intelligence(AI)-empowered materials science heralds a new era with substantial potential...
关键词:Artificial intelligence Machine learning Sustainable materials DATA-DRIVEN Materials innovation 
From Data to Discovery:How AI-Driven Materials Databases Are Reshaping Research
《Computers, Materials & Continua》2025年第5期1555-1559,共5页Yaping Qi Weijie Yang 
AI-driven materials databases are transforming research by integrating experimental and computational data to enhance discovery and optimization.Platforms such as Digital Catalysis Platform(DigCat)and Dynamic Database...
关键词:DATA-DRIVEN materials database AI assistant materials design 
Towards understanding and prediction of corrosion degradation of organic coatings under tropical marine atmospheric environment via a data-driven approach
《International Journal of Minerals,Metallurgy and Materials》2025年第5期1151-1161,共11页Shaopeng Liu Lingwei Ma Jinke Wang Yiran Li Haiyan Gong Haitao Ren Xiaogang Li Dawei Zhang 
supported by the National Key R&D Program of China(No.2022YFB3808803);the National Natural Science Foundation of China(No.52371049);the National Science and Technology Resources Investigation Program of China(No.2021FY100603).
The corrosion degradation of organic coatings in tropical marine atmospheric environments results in substantial economic losses across various industries.The complexity of a dynamic environment,combined with high cos...
关键词:organic coating degradation atmospheric corrosion machine learning exposure test random forest coating sensor 
NJmat 2.0:User Instructions of Data-Driven Machine Learning Interface for Materials Science
《Computers, Materials & Continua》2025年第4期1-11,共11页Lei Zhang Hangyuan Deng 
supported by the Jiangsu Provincial Science and Technology Project Basic Research Program(Natural Science Foundation of Jiangsu Province)(No.BK20211283).
NJmat is a user-friendly,data-driven machine learning interface designed for materials design and analysis.The platform integrates advanced computational techniques,including natural language processing(NLP),large lan...
关键词:DATA-DRIVEN machine learning natural language processing machine learning potential large language model 
Impacts of lateral boundary conditions from numerical models and data-driven networks on convective-scale ensemble forecasts
《Atmospheric and Oceanic Science Letters》2025年第2期78-85,共8页Junjie Deng Jin Zhang Haoyan Liu Hongqi Li Feng Chen Jing Chen 
supported by the Strategic Research and Consulting Project of the Chinese Academy of Engineering[grant number 2024-XBZD-14];the National Natural Science Foundation of China[grant numbers 42192553 and 41922036];the Fundamental Research Funds for the Central Universities–Cemac“GeoX”Interdisciplinary Program[grant number 020714380207]。
The impacts of lateral boundary conditions(LBCs)provided by numerical models and data-driven networks on convective-scale ensemble forecasts are investigated in this study.Four experiments are conducted on the Hangzho...
关键词:Ensemble forecast Convective scale Lateral boundary conditions Data-driven network 
Leveraging Bayesian methods for addressing multi-uncertainty in data-driven seismic liquefaction assessment
《Journal of Rock Mechanics and Geotechnical Engineering》2025年第4期2474-2491,共18页Zhihui Wang Roberto Cudmani Andrés Alfonso Peña Olarte Chaozhe Zhang Pan Zhou 
When assessing seismic liquefaction potential with data-driven models,addressing the uncertainties of establishing models,interpreting cone penetration tests(CPT)data and decision threshold is crucial for avoiding bia...
关键词:Data-driven method Bayes analysis Seismic liquefaction UNCERTAINTY Neural network 
Model Predictive Control Method Based on Data-Driven Approach for Permanent Magnet Synchronous Motor Control System
《Journal of Shanghai Jiaotong university(Science)》2025年第2期270-279,共10页LI Songyang CHEN Wenbo WAN Heng 
Permanent magnet synchronous motor(PMSM)is widely used in alternating current servo systems as it provides high eficiency,high power density,and a wide speed regulation range.The servo system is placing higher demands...
关键词:permanent magnet synchronous motor(PMSM) model predictive control(MPC) data-driven model predictive control(DDMPC) 
Data-Driven Approach for Analyzing and Correlating Energy Market Products: Case Studies of Denmark and Croatia
《CSEE Journal of Power and Energy Systems》2025年第2期503-520,共18页Domagoj Badanjak Ivan Pavić Tomislav Capuder 
supported in part by the Croatian Science Foundation and the European Union through the European Social Fund under the Project of Flexibility of Converter-based Micro-grids—FLEXIBASE(PZS-2019-02-7747);in part by the European Structural and Investment Funds under KK.01.2.1.02.0066 Electric Vehicle Charging Station with Integrated Battery Storage.
Electricity price forecasting plays a vital role inthe strategy decision making for almost all power marketparticipants. This article investigates statistical background andpotential relations between different power ...
关键词:Day-ahead distribution intraday PRICES SPREAD statistical analysis. 
Magnitude,distribution and temporal trend of nitrous oxide emissions from China's natural soils over 1980–2022
《Science China Earth Sciences》2025年第4期1074-1085,共12页Songbai HONG Zimeng LI Mingsong TANG Fa LI Yitong YAO Yanzi YAN Mingzhu HE Xuhui WANG Hui ZENG Shilong PIAO 
supported by the National Natural Science Foundation of China(Grant Nos.42471116 and 41988101)。
Soils represent the largest contributor to global nitrous oxide(N_(2)O)emissions.However,current research efforts predominantly focus on N_(2)O emissions from agricultural soils,while studies on N_(2)O emissions from ...
关键词:Nitrous oxide Spatiotemporal dynamics Nitrogen deposition FORESTS Grasslands Data-driven estimates 
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