1800 Data Driven Analysis and Machine Learning

1801 Data-driven Methods and Applications: From Physics-informed Learning Machines to Optimization Under Uncertainty, Miguel Bessa, George Karniadakis, Julien Yvonnet

1802 Model Reduction, Big Data and Dynamic Data-Driven Systems, Francisco Chinesta, Elias Cueto, Charbel Farhat, Matthew Zahr

1803 Data-driven Modeling and Uncertainty Quantification in Computational Mechanics, Krishna Garikipati, James Stewart, Roger Ghanem, Alberto Figueroa, Karthik Duraisamy

1804 Machine Learning and Reduced-Order Models for Complex Systems, Maruti Mudunuru, Satish Karra, Velimir Vesselinov, Junuthula Reddy, Kalyana Nakshatrala

1805 Data-Driven Computational Biomechanics, David M. Pierce, Corey P. Neu

1806 Advanced Numerical Strategies for the Factory of Future, Francisco Chinesta, Elias Cueto, Pedro Diez, Antonio Huerta

1807 Deep/Machine Learning Methodology in the Context of Application to Computational Mechanics, Yasushi Nakabayashi, Yoshitaka Wada, Akio Miyoshi