Streamflow simulation and forecasting using remote sensing and machine learning techniques by Eugene Zhen Xiang Soo, Ren Jie Chin, Lloyd Ling, Yuk Feng Huang, Jin Long Lee, Foo Wei Lee

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Understanding groundwater droughts using detrended historical meteorological data and long-term groundwater modelling by Wout A. Schutten, Michiel Pezij, Rick J. Hogeboom, U. Nicole Jungermann, Denie C.M. Augustijn

Subjects: “…Data-driven modelling…”
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Feature selection and data‐driven model for predicting the remaining useful life of lithium‐ion batteries by Yuhao Zhang, Yunfei Han, Tao Cai, Jia Xie, Shijie Cheng

Subjects: “…data‐driven model…”
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Optimizing biochar yield and composition prediction with ensemble machine learning models for sustainable production by Jingguo Gou, Ghayas Haider Sajid, Mohanad Muayad Sabri, Mohammed El-Meligy, Khalil El Hindi, Nashwan Adnan OTHMAN

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SINDy and PD-Based UAV Dynamics Identification for MPC by Bryan S. Guevara, José Varela-Aldás, Daniel C. Gandolfo, Juan M. Toibero

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A Reduced-Order Model of Lithium–Sulfur Battery Discharge by Noushin Haddad, Hosam K. Fathy

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Predicting transient response using data-driven models for ball-impact simulations by Ross Pivovar, Fei Chen, Raghunath Katragadda, Vidyasagar Ananthan

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Machine-learning based prediction of hydrogen/methane mixture solubility in brine by Farag M. A. Altalbawy, Mustafa Jassim Al-saray, Krunal Vaghela, Nodira Nazarova, Raja Praveen K. N., Bharti Kumari, Kamaljeet Kaur, Salima B. Alsaadi, Sally Salih Jumaa, Ahmed Muzahem Al-Ani, Mohammed Al-Farouni, Ahmad Khalid

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Climate Change Impact on Cereal Production in Northern Africa: A Comprehensive Modeling and Control Approach by Sabrina De Nardi, Claudio Carnevale, Sara Raccagni, Lucia Sangiorgi

Subjects: “…Data-driven modeling…”
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Development of data-driven algal bloom alert models with low temporal resolution data and application to Hong Kong rivers by Shujie Xu, Zhongnan Ye, Shu-Chien Hsu, Xiaoyi Liu, Chunmiao Zheng

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Unlocking the Potential of Remanufacturing Through Machine Learning and Data-Driven Models—A Survey by Yong Han Kim, Wei Ye, Ritbik Kumar, Finn Bail, Julia Dvorak, Yanchao Tan, Marvin Carl May, Qing Chang, Ragu Athinarayanan, Gisela Lanza, John W. Sutherland, Xingyu Li, Chandra Nath

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Agent-based modeling for data-driven enforcement: combining empirical data with behavioral theory for scenario-based analysis of inspections by Eunice Koid, Haiko van der Voort, Martijn Warnier

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A critical review on groundwater level depletion monitoring based on GIS and data-driven models: Global perspectives and future challenges by Md. Moniruzzaman Monir, Subaran Chandra Sarker, Abu Reza Md. Towfiqul Islam

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Data-driven material modeling based on the Constitutive Relation Error by Pierre Ladevèze, Ludovic Chamoin

Subjects: “…Data-driven modeling…”
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Improving accuracy in parametric reduced-order models for classical guitars through data-driven discrepancy modeling by Cillo Pierfrancesco, Brauchler Alexander, Gonzalez Sebastian, Ziegler Pascal, Antonacci Fabio, Sarti Augusto, Eberhard Peter

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Research on data-driven modeling for photovoltaic characteristics based on hybrid neural network by Guobin ZHANG, Xinying WANG

Subjects: “…data-driven modeling;convolutional neural network;radial basis function neural network…”
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Real-Time Modeling for Design and Control of Material Additive Manufacturing Processes by Amir M. Horr

Subjects: “…hybrid physical-data-driven modeling…”
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Empirical Data-Driven Linear Model of a Swimming Robot Using the Complex Delay-Embedding DMD Technique by Mostafa Sayahkarajy, Hartmut Witte

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Recent Progress in Data-Driven Intelligent Modeling and Optimization Algorithms for Industrial Processes by Sheng Du, Zixin Huang, Li Jin, Xiongbo Wan

Subjects: “…data-driven modeling…”
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Machine and deep learning performance in out-of-distribution regressions by Assaf Shmuel, Oren Glickman, Teddy Lazebnik

Subjects: “…data-driven model generalization…”
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