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Karthik Duraisamy

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Data Driven Analysis and Modeling of Turbulent Flows

Data Driven Analysis and Modeling of Turbulent Flows

Karthik Duraisamy

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Knowledge Guided Machine Learning

Knowledge Guided Machine Learning

Anuj Karpatne, Ramakrishnan Kannan and Vipin Kumar

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Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches

Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches

Michel Bergmann, Laurent Cordier and Traian Iliescu

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Data-driven Modelling and Scientific Machine Learning in Continuum Physics

Data-driven Modelling and Scientific Machine Learning in Continuum Physics

Krishna Garikipati

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Data Analysis for Direct Numerical Simulations of Turbulent Combustion

Data Analysis for Direct Numerical Simulations of Turbulent Combustion

Heinz Pitsch and Antonio Attili

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