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Cited by
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Since 2019
Citations
6
6
h-index
2
2
i10-index
0
0
0
4
2
2023
2024
4
2
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Themistoklis Sapsis
Professor of Mechanical and Ocean Engineering, MIT
Verified email at mit.edu
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Bianca Champenois
Graduate Student,
MIT
Verified email at mit.edu -
Homepage
fluid dynamics
machine learning
uncertainty quantification
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Year
Machine learning framework for the real-time reconstruction of regional 4D ocean temperature fields from historical reanalysis data and real-time satellite and buoy surface …
B Champenois, T Sapsis
Physica D: Nonlinear Phenomena 459, 134026
, 2024
4
*
2024
Application of Gaussian process multi-fidelity optimal sampling to ship structural modeling
S Guth, B Champenois, TP Sapsis
34th Symp. on Naval Hydrodynamics, Washington, DC, June
, 2022
2
2022
Quantifying the value of data in scientific machine learning models with output-weighted active learning
B Champenois, AT Charalampopoulos, T Sapsis
AGU Fall Meeting 2023
, 2023
2023
Reconstructing 3D ocean temperature fields from real-time satellite and buoy surface measurements
B Champenois
Massachusetts Institute of Technology
, 2022
2022
A multi-fidelity framework for ocean temperature reconstruction based on model-inferred dynamics and real time satellite and buoy measurements
B Champenois, T Sapsis
AGU Fall Meeting 2021
, 2021
2021
Correlating gas exchange across the air-water interface to water-side velocity statistics
KT Huynh, E Variano, B Champenois, M Grehm
AGU Fall Meeting Abstracts 2020, B023-07
, 2020
2020
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