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Data-driven modeling and prediction of non-linearizable dynamics via spectral submanifolds
Cenedese, Mattia, Axås, Joar, Bäuerlein, Bastian, Avila, Kerstin, Haller, George
Published in Nature communications (15.02.2022)
Published in Nature communications (15.02.2022)
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SoftSMPL: Data‐driven Modeling of Nonlinear Soft‐tissue Dynamics for Parametric Humans
Santesteban, Igor, Garces, Elena, Otaduy, Miguel A., Casas, Dan
Published in Computer graphics forum (01.05.2020)
Published in Computer graphics forum (01.05.2020)
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Upgrades of Genetic Programming for Data-Driven Modeling of Time Series
Murari, A., Peluso, E., Spolladore, L., Rossi, R., Gelfusa, M.
Published in Evolutionary computation (01.12.2023)
Published in Evolutionary computation (01.12.2023)
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Precision data-driven modeling of cortical dynamics reveals person-specific mechanisms underpinning brain electrophysiology
Singh, Matthew F., Braver, Todd S., Cole, Michael, Ching, ShiNung
Published in Proceedings of the National Academy of Sciences - PNAS (21.01.2025)
Published in Proceedings of the National Academy of Sciences - PNAS (21.01.2025)
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Computational and Data-Driven Modeling of Combustion in Reciprocating Engines or Gas Turbines
Year of Publication 2024
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Anatomical Data Driven Modeling of Evoked Compound Action Potentials Recordings During Spinal Cord Stimulation in a Swine Model
Brucker-Hahn, Meagan K., Deshmukh, Ashlesha, Settell, Megan, Chin, Justin, Upadhye, Aniruddha, Lavrov, Igor, Shoffstall, Andrew J., Ludwig, Kip A., Zhang, Mingming, Lempka, Scott F.
Published in Neuromodulation (Malden, Mass.) (06.08.2025)
Published in Neuromodulation (Malden, Mass.) (06.08.2025)
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Towards optimal design of patient isolation units in emergency rooms to prevent airborne virus transmission: From computational fluid dynamics to data-driven modeling
Lee, Jong Hyeon, Shim, Jae Woo, Lim, Min Hyuk, Baek, Changhoon, Jeon, Byoungjun, Cho, Minwoo, Park, Sungwoo, Choi, Dong Hyun, Kim, Byeong Soo, Yoon, Dan, Kim, Young Gyun, Cho, Seung Yeon, Lee, Kyung-Min, Yeo, Myoung-Souk, Zo, Hangman, Shin, Sang Do, Kim, Sungwan
Published in Computers in biology and medicine (01.05.2024)
Published in Computers in biology and medicine (01.05.2024)
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Data-driven modeling of sleep EEG and EOG reveals characteristics indicative of pre-Parkinson's and Parkinson's disease
Christensen, Julie A.E., Zoetmulder, Marielle, Koch, Henriette, Frandsen, Rune, Arvastson, Lars, Christensen, Søren R., Jennum, Poul, Sorensen, Helge B.D.
Published in Journal of neuroscience methods (30.09.2014)
Published in Journal of neuroscience methods (30.09.2014)
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Data-driven modeling of phase interactions between spontaneous MEG oscillations
Hindriks, Rikkert, Bijma, Fetsje, van Dijk, Bob W., Stam, Cornelis J., van der Werf, Ysbrand Y., van Someren, Eus J.W., de Munck, Jan C., van der Vaart, Aad W.
Published in Human brain mapping (01.07.2011)
Published in Human brain mapping (01.07.2011)
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Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks
Kissas, Georgios, Yang, Yibo, Hwuang, Eileen, Witschey, Walter R., Detre, John A., Perdikaris, Paris
Published in Computer methods in applied mechanics and engineering (01.01.2020)
Published in Computer methods in applied mechanics and engineering (01.01.2020)
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Modeling and Control of the WPT System Subject to Input Nonlinearity and Communication Delay
Zhao, Shijun, Tang, Chunsen, Chen, Fengwei, Zhao, Dan, Deng, Pengqi, Xiao, Jing
Published in IEEE transactions on power electronics (01.11.2023)
Published in IEEE transactions on power electronics (01.11.2023)
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A Food-Energy-Water Nexus approach for land use optimization
Nie, Yaling, Avraamidou, Styliani, Xiao, Xin, Pistikopoulos, Efstratios N., Li, Jie, Zeng, Yujiao, Song, Fei, Yu, Jie, Zhu, Min
Published in The Science of the total environment (01.04.2019)
Published in The Science of the total environment (01.04.2019)
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