Publications

Larsen, S.L., Beyeler, W.E., Acquesta, E.C.S., Klise, K.A., Finley, P.D., & Finley, P.D. (2023). Socioeconomically-inspired modeling to justify use of fine-grain mobility data. 10.2172/2463085

Larsen, S.L., Beyeler, W.E., Acquesta, E.C.S., Klise, K.A., Finley, P.D., & Finley, P.D. (2023). SES-influenced modeling to inform Strategies for Disease Control [Conference Presenation]. 10.2172/2588932

Katinas, C.M., Finley, P.D., Hare, A., Verzi, S.J., Slater, J.T., Silva, A.R., Reichardt, T.A., Timlin, J.A., & Timlin, J.A. (2023). Utilizing Physics-informed and Machine Learning Methods to Enhance Remote Monitoring of Physiological Signatures [Conference Presenation]. 10.2172/2430787

Timlin, J.A., Katinas, C.M., Slater, J.T., Hare, A.T., Verzi, S.J., Finley, P.D., Reichardt, T.A., & Reichardt, T.A. (2023). Remote Monitoring of Physiological Signatures: The Impact of Hyperspectral Imaging [Conference Poster]. 10.2172/2431728

Timlin, J.A., Katinas, C.M., Slater, J.T., Verzi, S.J., Finley, P.D., Silva, A.R., Reichardt, T.A., & Reichardt, T.A. (2022). Multi-modal Imaging for Remote Detection of Human Vital Signs: Towards Long Range Monitoring [Conference Presenation]. 10.2172/2005891

Foulk, J.W., Klise, K.A., Beyeler, W.E., Makvandi, M., Finley, P.D., & Finley, P.D. (2022). A Practical Application of Global Sensitivity Analysis for Stochastic Epidemiology Models in Support of Policy Decisions [Conference Presenation]. 10.2172/2005657

Levin, D., Martinez, C., Jones, J.E., Finley, P.D., & Finley, P.D. (2021). Longitudinal Suicide Risk Prediction and Interpretation with Deep Neural Networks and Shapely Additive Explanations [Conference Presenation]. 10.2172/1888997

Klise, K.A., Beyeler, W.E., Finley, P.D., Makvandi, M., & Makvandi, M. (2021). Analysis of mobility data to build contact networks for COVID-19. PLoS ONE, 16(4 April). https://doi.org/10.1371/journal.pone.0249726

Finley, P.D. (2021). COVID-19 Modeling [Presentation]. https://www.osti.gov/biblio/1847238

Makvandi, M., Wallis, L.D., West, C.N., Thelen, H.E., Vanwinkle, Z., Halkjaer-Knudsen, V., Foulk, J.W., Beyeler, W.E., Klise, K.A., Finley, P.D., & Finley, P.D. (2020). Modeling efficient and equitable distribution of COVID-19 vaccines. 10.2172/1718986

Derosa, S., Finley, P.D., & Finley, P.D. (2020). COVID-19 Pandemic Modeling Phase 2 Project Final Report [Presentation]. https://www.osti.gov/biblio/1830985

Beyeler, W.E., Foulk, J.W., Klise, K.A., Makvandi, M., Finley, P.D., & Finley, P.D. (2020). Adaptive Recovery Model: Designing Systems for Testing Tracing and Vaccination to Support COVID-19 Recovery Planning. 10.2172/1684646

Martinez, C., Jones, J.E., Levin, D., Trask, N.A., Finley, P.D., & Finley, P.D. (2020). Physics-Informed Machine Learning for Epidemiological Models. 10.2172/1706217

Bauer, T.L., Beyeler, W.E., Finley, P.D., Jeffers, R., Laird, C., Makvandi, M., Outkin, A.V., Safta, C., Simonson, K.M., & Simonson, K.M. (2020). Sandia's Research in Support of COVID-19 Pandemic Response: Computing and Information Sciences. 10.2172/1661021

Derosa, S., Finley, P.D., Finley, M., Beyeler, W.E., Krofcheck, D.J., Frazier, C.R., Swiler, L.P., Portone, T., Foulk, J.W., Austin, P., Levin, D., Foulk, J.W., Tremba, K.D., Makvandi, M., Hammer, A.E., Davis, C.E., & Davis, C.E. (2020). COVID-19 Medical Resource Demands [Presentation]. https://www.osti.gov/biblio/1807655

Treece, A., Corbin, W., Caskey, S., Krishnakumar, R., Williams, K.P., Branch, D.W., Harmon, B.N., Polsky, R., Bauer, T.L., Finley, P.D., Jeffers, R., Safta, C., Makvandi, M., Laird, C., Domino, S.P., Ho, C.K., Grillet, A.M., Pacheco, J.L., Nemer, M., … Thelen, P.M. (2020). COVID-19 LDRD Project Summaries. 10.2172/1617440

Vargas, V.N., Finley, P.D., & Finley, P.D. (2020). Epidemiological and Economic Modeling of a Pandemic [Presentation]. https://www.osti.gov/biblio/1773274

Krishnakumar, R., Boskin, C., Levin, D., Carmody, D., Finley, P.D., Verzi, S.J., Williams, K.P., Carney, J., & Carney, J. (2019). Data Science for Detection of Genome Editi [Presentation]. https://www.osti.gov/biblio/1645734

Finley, P.D., Flanagan, T.P., Beyeler, W.E., Levin, D., Moses, M., & Moses, M. (2019). Movement and spatial specificity support scaling in ant colonies and immune systems: Application to national biosurveillance [Conference Poster]. https://www.osti.gov/biblio/1641321

Finley, P.D., Levin, D., Flanagan, T.P., Beyeler, W.E., Mitchell, M.D., Ray, J., Moses, M., Forrest, S., & Forrest, S. (2018). Biologically inspired approaches for biosurveillance anomaly detection and data fusion. 10.2172/1489542

Levin, D., Finley, P.D., & Finley, P.D. (2018). Machine Learning Techniques to Improve National Biosurveillance [Presentation]. https://www.osti.gov/biblio/1761152

Levin, D., Finley, P.D., & Finley, P.D. (2018). Synthetic data generators for the evaluation of biosurveillance outbreak detection algorithms. 10.2172/1481598

Lacy, S.W., Finley, P.D., & Finley, P.D. (2018). Transportation Modeling and Global Health. 10.2172/1468384

Levin, D., Finley, P.D., & Finley, P.D. (2018). Time Aware RNNs for Medical Risk Prediction [Conference Poster]. https://www.osti.gov/biblio/1574259

Beyeler, W.E., Finley, P.D., & Finley, P.D. (2018). Laboratory Infrastructure Network Analysis (LINA) - Architecture and Schema [Presentation]. https://www.osti.gov/biblio/1571376