High-entropy nanoparticles: Synthesis-structure-property relationships and data-driven discovery von Yao, Yonggang, Dong, Qi, Brozena, Alexandra, Luo, Jian, Miao, Jianwei, Chi, Miaofang, Wang, Chao, Kevrekidis, Ioannis G, Ren, Zhiyong Jason, Greeley, Jeffrey, Wang, Guofeng, Anapolsky, Abraham, Hu, Liangbing

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On learning Hamiltonian systems from data von Bertalan, Tom, Dietrich, Felix, Mezić, Igor, Kevrekidis, Ioannis G.

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A Data–Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition von Williams, Matthew O., Kevrekidis, Ioannis G., Rowley, Clarence W.

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Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator von Li, Qianxiao, Dietrich, Felix, Bollt, Erik M., Kevrekidis, Ioannis G.

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Equation-free multiscale computation: algorithms and applications von Kevrekidis, Ioannis G, Samaey, Giovanni

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Learning emergent partial differential equations in a learned emergent space von Kemeth, Felix P., Bertalan, Tom, Thiem, Thomas, Dietrich, Felix, Moon, Sung Joon, Laing, Carlo R., Kevrekidis, Ioannis G.

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A classification scheme for chimera states von Kemeth, Felix P., Haugland, Sindre W., Schmidt, Lennart, Kevrekidis, Ioannis G., Krischer, Katharina

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Coarse-scale PDEs from fine-scale observations via machine learning von Lee, Seungjoon, Kooshkbaghi, Mahdi, Spiliotis, Konstantinos, Siettos, Constantinos I., Kevrekidis, Ioannis G.

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Special Issue “Algorithms in Data Classification” von Tsoulos, Ioannis G.

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Machine learning-assisted crystal engineering of a zeolite von Li, Xinyu, Han, He, Evangelou, Nikolaos, Wichrowski, Noah J., Lu, Peng, Xu, Wenqian, Hwang, Son-Jong, Zhao, Wenyang, Song, Chunshan, Guo, Xinwen, Bhan, Aditya, Kevrekidis, Ioannis G., Tsapatsis, Michael

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Is irisin the new player in exercise-induced adaptations or not? A 2017 update von Fatouros, Ioannis G.

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Learning Poisson Systems and Trajectories of Autonomous Systems via Poisson Neural Networks von Jin, Pengzhan, Zhang, Zhen, Kevrekidis, Ioannis G., Karniadakis, George Em

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Monte Carlo simulation studies of clathrate hydrates: A review von Tsimpanogiannis, Ioannis N., Economou, Ioannis G.

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Task-oriented machine learning surrogates for tipping points of agent-based models von Fabiani, Gianluca, Evangelou, Nikolaos, Cui, Tianqi, Bello-Rivas, Juan M., Martin-Linares, Cristina P., Siettos, Constantinos, Kevrekidis, Ioannis G.

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Systematic characterization of protein folding pathways using diffusion maps: application to Trp-cage miniprotein von Kim, Sang Beom, Dsilva, Carmeline J, Kevrekidis, Ioannis G, Debenedetti, Pablo G

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QFC: A Parallel Software Tool for Feature Construction, Based on Grammatical Evolution von Tsoulos, Ioannis G.

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Computational Study of ZIF‑8 and ZIF-67 Performance for Separation of Gas Mixtures von Krokidas, Panagiotis, Castier, Marcelo, Economou, Ioannis G

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Shape Transformations of Epithelial Shells von Misra, Mahim, Audoly, Basile, Kevrekidis, Ioannis G., Shvartsman, Stanislav Y.

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Psychological Adaptations to High-Intensity Interval Training in Overweight and Obese Adults: A Topical Review von Batrakoulis, Alexios, Fatouros, Ioannis G

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Modeling of Gas Solubility in Aqueous Electrolyte Solutions with the eSAFT-VR Mie Equation of State von Novak, Nefeli, Kontogeorgis, Georgios M, Castier, Marcelo, Economou, Ioannis G

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