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Machine learning for accelerating process‐based computation of land biogeochemical cycles
Sun, Yan, Goll, Daniel S., Huang, Yuanyuan, Ciais, Philippe, Wang, Ying‐Ping, Bastrikov, Vladislav, Wang, Yilong
Published in Global change biology (01.06.2023)
Published in Global change biology (01.06.2023)
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Journal Article
Reinforcement learning algorithm for non-stationary environments
Padakandla, Sindhu, K. J., Prabuchandran, Bhatnagar, Shalabh
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2020)
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2020)
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Journal Article
Train, Inform, Borrow, or Combine? Approaches to Process‐Guided Deep Learning for Groundwater‐Influenced Stream Temperature Prediction
Published in Water resources research
(01.12.2023)
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Journal Article
Machine learning data-driven approaches for land use/cover mapping and trend analysis using Google Earth Engine
Feizizadeh, Bakhtiar, Omarzadeh, Davoud, Kazemi Garajeh, Mohammad, Lakes, Tobia, Blaschke, Thomas
Published in Journal of environmental planning and management (23.02.2023)
Published in Journal of environmental planning and management (23.02.2023)
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Journal Article
Data-Driven Machine Learning in Environmental Pollution: Gains and Problems
Liu, Xian, Lu, Dawei, Zhang, Aiqian, Liu, Qian, Jiang, Guibin
Published in Environmental science & technology (15.02.2022)
Published in Environmental science & technology (15.02.2022)
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Journal Article
Learning Rate Decay Algorithm Based on Mutual Information in Deep Learning
Wang, Shoujin, Wang, Fan, Zhang, Yu
Published in 2024 International Conference on Distributed Computing and Optimization Techniques (ICDCOT) (15.03.2024)
Published in 2024 International Conference on Distributed Computing and Optimization Techniques (ICDCOT) (15.03.2024)
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Conference Proceeding
EventGraD: Event-Triggered Communication in Parallel Stochastic Gradient Descent
Ghosh, Soumyadip, Gupta, Vijay
Published in 2020 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC) and Workshop on Artificial Intelligence and Machine Learning for Scientific Applications (AI4S) (01.11.2020)
Published in 2020 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC) and Workshop on Artificial Intelligence and Machine Learning for Scientific Applications (AI4S) (01.11.2020)
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Conference Proceeding
Artificial intelligence-based decision-making algorithms, Internet of Things sensing networks, and sustainable cyber-physical management systems in big data-driven cognitive manufacturing
Lăzăroiu, George, Androniceanu, Armenia, GRECU, Iulia, Grecu, Gheorghe, Neguriță, Octav
Published in Oeconomia Copernicana (01.12.2022)
Published in Oeconomia Copernicana (01.12.2022)
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Journal Article