Learning-based predictive models: a new approach to integrating large-scale simulations and experiments

1 *Brian K. Spears, 1 Luc Peterson, 1 Timo Bremer, 1 Gemma Anderson, 1 Rushil Anirudh, 1 Benjamin Bay, 1 Scott Brandon, 1 Victor Castillo, 1 Jim Gaffney, 1 John Field, 1 Kelli Humbird, 1 David Hysom, 1 Sam Ade Jacobs, 1 Joe Koning, 1 Michael Kruse, 1 Bogdan Kustowski, 1 Steve Langer, 1 Shusen Liu, 1 Peter Robinson, 1 Jessica Semler, 1 Jay Thiagarajan, 1 Brian Van Essen, 1 Jae-Sung Yeom *lead presenter 1 Lawrence Livermore National Laboratory, USA * spears9@llnl.gov