Carlos A. Michelén Ströfer

Author

Also Known As

Carlos A. Michelén Ströfer, Carlos A. Michelén Ströfer, Carlos A. Michelén Ströfer, Carlos Michelen, Carlos Michelen Strofer, Carlos Michelén Ströfer, Carlos Michelén-Ströfer, Rafael Baez Ramirez, Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States), Ströfer, Carlos A. Michelén

Publications

316

Citations

H-Index

Concepts

All Affiliations

Virginia Tech Arts et Métiers ParisTech

About

Carlos A. Michelén Ströfer is an author at Virginia Tech specializing in engineering, numerical analysis, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	225
2	Data Science	3	3	131
3	Electrical Engineering	1	1	29
4	Systems Engineering	1	1	44
5	Computational Mechanics	1	1	44

Carlos A. Michelén Ströfer

Publications

304

Citations

H-Index

Page 1

	Year	Citations
Regularized ensemble Kalman methods for inverse problems Xinlei Zhang, Carlos A. Michelén Ströfer, Heng Xiao Journal of Computational Physics State EstimationEngineeringEnsemble Kalman MethodsRegularization (Mathematics)Inverse Problems	2020	65
Data-Driven, Physics-Based Feature Extraction from Fluid Flow Fields Using Convolutional Neural Networks Carlos A. Michelén Ströfer, Jinlong Wu, Heng Xiao, Communications in Computational Physics Physics-based Feature ExtractionConvolutional Neural NetworkEngineeringMachine LearningFluid Mechanics	2019	64
DAFI: An Open-Source Framework for Ensemble-Based Data Assimilation and Field Inversion Carlos A. Michelén Ströfer, Xinlei Zhang, Heng Xiao Communications in Computational Physics Numerical AnalysisEngineeringComputational ModelEnsemble-based Data AssimilationComputational Mechanics	2021	44
End-to-end differentiable learning of turbulence models from indirect observations Carlos A. Michelén Ströfer, Heng Xiao Theoretical and Applied Mechanics Letters	2021	42
Control Co-Design of Power Take-Off Systems for Wave Energy Converters Using WecOptTool Carlos A. Michelén Ströfer, Daniel Gaebele, Ryan G. Coe, IEEE Transactions on Sustainable Energy EngineeringEnergy EfficiencyEnergy ConversionPower Optimization (Eda)Power Electronics Converter	2023	29
Physics-informed covariance kernel for model-form uncertainty quantification with application to turbulent flows Jinlong Wu, Carlos A. Michelén Ströfer, Heng Xiao Computers & Fluids Numerical AnalysisEngineeringData ScienceUncertainty QuantificationFluid Mechanics	2019	23
Enforcing boundary conditions on physical fields in Bayesian inversion Carlos A. Michelén Ströfer, Xinlei Zhang, Heng Xiao, Computer Methods in Applied Mechanics and Engineering Numerical AnalysisBayesian StatisticBayesian InversionInverse Scattering TransformsInverse Problems	2020	14
Ensemble Gradient for Learning Turbulence Models from Indirect Observations Carlos A. Michelén Ströfer, Xinlei Zhang, Heng Xiao Communications in Computational Physics	2021	13
End-to-end differentiable learning of turbulence models from indirect observations Carlos A. Michelén Ströfer, Heng Xiao arXiv (Cornell University)	2021	10

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