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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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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Data-Driven Modeling of Weakly Nonlinear Circuits via Generalized Transfer Function Approximation by Antonio Carlucci, Ion Victor Gosea, Stefano Grivet-Talocia

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Comparison of BP and LSTM Neural Network for Hydrologic Forecasting of a Small Watershed in Fujian by CUI Wei, GU Ranhao, CHEN Benyue, WANG Wen

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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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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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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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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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An interpretable and stacking ensemble model for predicting heat and mass transfer of desiccant wheel by Mengyang Li, Liu Chen

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Probabilistic forecasting of multiple plant day-ahead renewable power generation sequences with data privacy preserving by Hong Liu, Zijun Zhang

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PhyICNet: Physics-informed interactive learning convolutional recurrent network for spatiotemporal dynamics by Ruohan Cao, Jin Su, Jinqian Feng, Qin Guo

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Boosting biogas production through innovative data-driven modeling and optimization methods at NJWTP by Jingsong Duan, Guohua Cao, Guoqing Ma, Bayram Yazdani

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Semi-Supervised Machine Learning for Fault Detection and Diagnosis of a Rooftop Unit by Mohammed G. Albayati, Jalal Faraj, Amy Thompson, Prathamesh Patil, Ravi Gorthala, Sanguthevar Rajasekaran

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Data-driven modeling for electro-active liquid crystal polymer networks by Anahita Amiri, Mohammad Fahim Shakib, Ines Lopez Arteaga, Nathan van de Wouw

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Conciliating accuracy and efficiency to empower engineering based on performance: a short journey by Chinesta, Francisco, Cueto, Elias

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