Thermodynamically consistent physics-informed neural networks for hyperbolic systems

Ravi G. Patel, Indu Manickam, Nathaniel A. Trask, Mitchell A. Wood, Myoungkyu Lee, Ignacio Tomas, Eric C. Cyr. Thermodynamically consistent physics-informed neural networks for hyperbolic systems. J. Comput. Physics, 449:110754, 2022. [doi]

Authors

Ravi G. Patel

This author has not been identified. Look up 'Ravi G. Patel' in Google

Indu Manickam

This author has not been identified. Look up 'Indu Manickam' in Google

Nathaniel A. Trask

This author has not been identified. Look up 'Nathaniel A. Trask' in Google

Mitchell A. Wood

This author has not been identified. Look up 'Mitchell A. Wood' in Google

Myoungkyu Lee

This author has not been identified. Look up 'Myoungkyu Lee' in Google

Ignacio Tomas

This author has not been identified. Look up 'Ignacio Tomas' in Google

Eric C. Cyr

This author has not been identified. Look up 'Eric C. Cyr' in Google