1800 Data Driven Analysis and Machine Learning

1801 Data-driven Modeling Using Uncertainty Quantification, Machine Learning and Optimization, Miguel Bessa, Julien Yvonnet, Krishna Garikipati, James Stewart, Roger Ghanem, Alberto Figueroa, Karthik Duraisamy

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

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