Nonlinear Dynamics: Data-Driven Methods
ORAL · J11 · ID: 2665896
Presentations
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Data-driven modeling of multi-timescale systems by mixtures of neural ordinary differential equations
ORAL
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Presenters
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Jake Buzhardt
University of Wisconsin - Madison
Authors
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Jake Buzhardt
University of Wisconsin - Madison
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Michael David Graham
University of Wisconsin - Madison
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Active Learning of Model Discrepancy with Sequential Optimal Experimental Design
ORAL
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Presenters
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Huchen Yang
University of Wisconsin - Madison
Authors
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Huchen Yang
University of Wisconsin - Madison
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Chuanqi Chen
University of Wisconsin - Madison
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Jinlong Wu
University of Wisconsin - Madison
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Sensor Optimization of Nuclear Reactor Subsystems within a Digital Twin Network
ORAL
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Publication: 1. Karnik, N., Abdo, M.G., Estrada-Perez, C.E., Yoo, J.S., Cogliati, J.J., Skifton, R.S., Calderoni, P., Brunton, S.L. and Manohar, K., 2024. Constrained optimization of sensor placement for nuclear digital twins. IEEE Sensors Journal.
2. Karnik, N., Wang, C., Bhowmik, P.K., Cogliati, J.J., Balderrama Prieto, S.A., Xing, C., Klishin, A.A., Skifton, R., Moussaoui, M., Folsom, C.P. and Palmer, J.J., 2024. Leveraging Optimal Sparse Sensor Placement to Aggregate a Network of Digital Twins for Nuclear Subsystems. Energies (19961073), 17(13).Presenters
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Niharika Karnik
University of Washington
Authors
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Niharika Karnik
University of Washington
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Krithika Manohar
University of Washington
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Mohammad G Abdo
Idaho National Laboratory
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Actuator placement optimization by determinant-based greedy method in linearized Ginzburg-Landau model
ORAL
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Presenters
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Masahito Watanabe
Nagoya University
Authors
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Masahito Watanabe
Nagoya University
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Yasuo Sasaki
Nagoya University
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Takayuki Nagata
Nagoya University
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Keigo Yamada
Tohoku University
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Taku Nonomura
Nagoya University
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Junshi Ito
Tohoku University
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Daisuke Tsubakino
Nagoya University
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Nonlinear and nonperiodic optimal forcing analysis on the subsonic flow around an airfoil
ORAL
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Presenters
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Nobutaka Taniguchi
Univ of Tokyo
Authors
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Nobutaka Taniguchi
Univ of Tokyo
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Yuya Ohmichi
Japan Aerospace Exploration Agency
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Kojiro Suzuki
The university of Tokyo
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