Publications

Physics-Informed Machine Learning for Epidemiological Models

Carianne Martinez, Jessica Eileen Jones, Drew Levin, Nathaniel Albert Trask, Patrick D. Finley

https://www.osti.gov/search/identifier:1706217

Sandia's Research in Support of COVID-19 Pandemic Response: Computing and Information Sciences

Travis Ladell Bauer, Walter Eugene Beyeler, Patrick D. Finley, Robert Fredric Jeffers, Carl Damon Laird, Monear Makvandi, Alexander V. Outkin, Cosmin Safta, Katherine M. Simonson

https://www.osti.gov/search/identifier:1661021

COVID-19 Medical Resource Demands

DOE Presentation

Sean DeRosa, Patrick D. Finley, Melissa Finley, Walter Eugene Beyeler, Daniel Joseph Krofcheck, Christopher Rawls Frazier, Laura Painton Swiler, Teresa Portone, Erin Acquesta, Paula Austin, Drew Levin, Robert A. Taylor, Katherine Dorothy Tremba, Monear Makvandi, Ann Hammer, Chad E. Davis

https://www.osti.gov/search/identifier:1807655

Sandia National Laboratories COVID-19 LDRD Project Summaries

Amy Treece, William Corbin, Susan A. Caskey, Raga Krishnakumar, Kelly Porter Williams, Darren W. Branch, Brooke Nicole Harmon, Ronen Polsky, Travis Ladell Bauer, Patrick D. Finley, Robert Fredric Jeffers, Cosmin Safta, Monear Makvandi, Carl Damon Laird, Stefan P. Domino, Clifford K. Ho, Anne Mary Grillet, Jose L Pacheco, Martin Nemer, Grant Andrew Rossman, Jeffrey P. Koplow, Mathias C. Celina, Brad Howard Jones, Patrick D Burton, Ryan P Haggerty, Robin B Jacobs-Gedrim, Paul Mark Thelen

https://www.osti.gov/search/identifier:1617440

Recommended Research Directions for Improving the Validation of Complex Systems Models

Eric D. Vugrin, Timothy G. Trucano, Laura Painton Swiler, Patrick D. Finley, Tatiana Paz Flanagan, Asmeret Bier Naugle, Jeffrey Y. Tsao, Stephen Joseph Verzi

https://www.osti.gov/search/identifier:1367494