Publications

Foulk, J.W., Eldred, M., Wang, Y., & McCann, S. (2020). srMO-BO-3GP: A sequential regularized multi-objective constrained Bayesian optimization for design applications [Conference Poster]. 10.1115/DETC2020-22184

McGuinn, H.C. (2020). Robohunter: a Machine Learning Framework for Batch Analytics [Presentation]. https://www.osti.gov/biblio/1811794

Westphal, E., Brown, A.L., Quintana, E.C., Kastengren, ., Son, S., Meyer, T., & Hoffmeister, K.N.G. (2020). Visible Emission Spectra of Thermographic Phosphors under X-ray Excitation [Conference Poster]. https://www.osti.gov/biblio/1811795

Safta, C., & Ray, J. (2020). Characterization of Partially Observed Epidemics - Application to COVID-19 Forecasts [Presentation]. https://www.osti.gov/biblio/1811796

Reedlunn, B. (2020). Two Salt Petrofabric Research Topics [Presentation]. https://www.osti.gov/biblio/1811797

Barrientos, F. (2020). Florentino Barrientos iSAFE Presentation [Presentation]. https://www.osti.gov/biblio/1811798

Alvis, T., Ceballes, S., Abdelkefi, A., & Ross, M. (2020). Uncertainty Quantification of a Cantilevered Pipeline Conveying Fluid with Motion Limiting Constraints [Conference Poster]. https://www.osti.gov/biblio/1811799

Bobbitt, N.S., Rosen, A.S., & Snurr, R.Q. (2020). Topological Effects on Separation of Alkane Isomers in Metal-Organic Frameworks [Conference Poster]. https://www.osti.gov/biblio/1811800

Jacobs, D.R., Harrison, C.B., Bierma, M., Kincher-Winoto, K., Lee, J., Kavaler, D., & Quynn, S. (2020). Application of Neural Translation: Source Code to English [Presentation]. https://www.osti.gov/biblio/1811801

Winters, J.L., & Morris, T. (2020). Cyber Attach Chain: Nation State Initial Compromise [Conference Poster]. https://www.osti.gov/biblio/1811802

Strong, A., & Moya, M.M. (2020). Optimization of a SAR ATR Adversarial Network [Presentation]. https://www.osti.gov/biblio/1811803

Gastelum, Z.N., Matzen, L.E., Stites, M.C., Jones, A., Trumbo, M.C.S., & Howell, B.C. (2020). How the Presentation of Results from MLDL Models Cognitively Impacts Users [Conference Poster]. https://www.osti.gov/biblio/1811804

Multari, R., Co, C., Cummings, P.G., Ferrizz, R., Martin, S., Miller, L., Patel, N., Walla, L.A., & Ray, J. (2020). Automated algorithms for predicting trends and identifying subpopulations in neutron generator (NG) production data [Presentation]. https://www.osti.gov/biblio/1811805

Hill, A. (2020). Practical Design and Benchmarking Considerations for Neuromorphic Applications [Conference Poster]. https://www.osti.gov/biblio/1811806

Hopwood, M.W., Mendoza, H., & Gunda, T. (2020). Generating actionable information through the fusion of text and timeseries data: A case study of extreme weather effects at Photovoltaic plants [Conference Poster]. https://www.osti.gov/biblio/1811807

Thompson, A.P. (2020). Machine-Learning Potentials: The Unreasonable Effectiveness of Linear Cluster Expansions [Conference Poster]. https://www.osti.gov/biblio/1811808

Johnson, M.H. (2020). Update: FPGA Trust/Assurance Study [Presentation]. https://www.osti.gov/biblio/1811809

Boll, L. (2020). Refactoring MCMC for Uncertainty Quantification using Abstract Datatypes and Class Inheritance [Presentation]. https://www.osti.gov/biblio/1811810

Garland, A., White, B.C., Jared, B.H., Heiden, M.J., Donahue, E., & Boyce, B.L. (2020). Deep Convolutional Neural Networks as a Rapid Screening Tool for Complex Additively Manufactured Structures [Conference Poster]. https://www.osti.gov/biblio/1811811

Rubart, A.M. (2020). State of Health Monitoring Performance Monitoring Tool and Simulation of Direction Finding Antenna [Presentation]. https://www.osti.gov/biblio/1811812

Rodriguez, M.A., Dejong, S.A., Adams, D.P., Scott, E., Griego, J.J.M., & Valdez, N.R. (2020). Employing Principal Component Analysis for XRD Signal Extraction of Germanium Antimony Telluride Thin Films During Crystallization [Conference Poster]. https://www.osti.gov/biblio/1811815

Bull, D.L., Frederick, J.M., Mota, A., Jones, B., Tezaur, I.K., Flanary, C., Choens, R.C., Jones, M.W., Eymold, W., Jones, C., Kasper, J., Bristol, E., McClelland, J., & Brown, E. (2020). Initial Validation Results for the Arctic Coastal Erosion (ACE) Model [Conference Poster]. https://www.osti.gov/biblio/1811816

Patel, L., Huerta, J.G., Shand, L., Miller, W.K., & Tucker, J.D. (2020). Assessing Extreme Value Analysis to predict rare events from the Global Terrorism Database [Conference Poster]. https://www.osti.gov/biblio/1811818

Nemer, M., Grillet, A.M., Sanchez, A.L., & Emmer, K.M. (2020). Alternative Materials for Mask Construction by the Public. 10.2172/1647133

Alvis, T., Taylor, G., & Abdelkefi, A. (2020). Multi-segmented motion limiting constraint responses and uncertainty quantification of pipelines conveying fluid [Conference Poster]. https://www.osti.gov/biblio/1811819

Hairapetian, S. (2020). Nested Comments in BNFC. 10.2172/1644738

Spencer, S.J., Parikh, A.N., Young, C.C., McArthur, D., Blada, T.J., Slightam, J.E., & Buerger, S.P. (2020). Autonomous Detection and Assessment with Moving Sensors [Conference Poster]. https://www.osti.gov/biblio/1811821

Trott, C.R. (2020). The Kokkos EcoSystem [Presentation]. https://www.osti.gov/biblio/1811822

Zhao, J. (2020). ENG 572 Final Report. 10.2172/1645179

Bailey, T. (2020). A Whirlwind Tour of Tysons Finished and Half Finished ML/DL/RL Projects [Conference Poster]. https://www.osti.gov/biblio/1811962

Duwal, S. (2020). Shock Compression Response of Rutile TiO2 [Conference Poster]. https://www.osti.gov/biblio/1811963

Madison, J. (2020). Science Service Collaboration & Diversity [Conference Poster]. https://www.osti.gov/biblio/1811964

Alvis, T.H., & Abdelkefi, A. (2020). Nonlinear analysis and performance of energy harvesting absorbers with stoppers for controlling fluid-induced vibrations of dynamical systems [Conference Poster]. https://www.osti.gov/biblio/1811966

Sharma, S., Desai, A., Khalil, M., Pettit, C., Poirel, D., & Sarkar, A. (2020). Domain Decomposition of Stochastic PDEs: Three-dimensional and Time-dependent Systems [Conference Poster]. https://www.osti.gov/biblio/1811967

Sandhu, R., Khalil, M., Pettit, C., Poirel, D., & Sarkar, A. (2020). Inference of model sparsity in nonlinear dynamics using noisy data [Conference Poster]. https://www.osti.gov/biblio/1811968

Mondragon, E.L., Webb, K., & Bentz, B.Z. (2020). Modeling Light Transport in Fog for Computational Imaging [Presentation]. https://www.osti.gov/biblio/1811969

Frank, M.P. (2020). Priority Research Challenges in the Physics and Engineering of Classical Reversible Computing Systems [Conference Poster]. https://www.osti.gov/biblio/1811970

Rushdi, A. (2020). Estimating Predictive Uncertainty in Scientific Machine Learning: A Library of Methods and Test Problems [Presentation]. https://www.osti.gov/biblio/1811971

Smith, M.R., Carbajal, A.J., Domschot, E., Haus, B.I., Ingram, J.B., Johnson, N., Kegelmeyer, W.P., Lamb, C., Ramyaa, R., & Verzi, S.J. (2020). MalGen: On Bridging the Semantic Gap between Machine Learning and Malware Analysis [Conference Poster]. https://www.osti.gov/biblio/1811972

Smith, M.R., Foulk, J.W., Ames, A., Field, R.V., Moss, B., Maxfield, T., Nyre-Yu, M., Smutz, C., & Stites, M.C. (2020). Assessing the Accuracy of ML Explanations for Model Credibility [Conference Poster]. https://www.osti.gov/biblio/1811973

Casias, L.K., Olesberg, J.T., Kadlec, C.N., Goldflam, M., Webster, P., Klem, J.F., & Shaner, E.A. (2020). Minority Carrier Lifetime Characterization of Optically Thin InAs/InAsSb Type-II Strained Layer Superlattices [Conference Poster]. https://www.osti.gov/biblio/1811974

Doser, A. (2020). Statistics at Sandia National Laboratories: From Atoms to Z Machine [Conference Poster]. https://www.osti.gov/biblio/1811975

Leigh, C.D. (2020). Environmental Restoration Operations (Consolidated Quarterly Report July 2020). 10.2172/1645180

Evstatiev, E.G., Finn, J.M., Shadwick, B.A., & Hengartner, N. (2020). Noise and error reduction in particle based kinetic simulations [Conference Poster]. https://www.osti.gov/biblio/1811976

Santos, A., Srivastava, I., Silbert, L.E., Lechman, J.B., & Grest, G.S. (2020). Granular rheology with sliding rolling and twisting friction [Conference Poster]. https://www.osti.gov/biblio/1811978

Ao, T., Schollmeier, M., & Foulk, J.W. (2020). Status of x-ray diffraction of dynamically compressed matter on Z [Conference Poster]. https://www.osti.gov/biblio/1811981

Bonnie, N.R. (2020). Adversary Immulation with Planning AI [Presentation]. https://www.osti.gov/biblio/1811982

Li, J. (2020). Discharge Permit-1845 (Quarterly Status Report July 2020). 10.2172/1645181

Reyes, K.R. (2020). Development of Anisotropic Thermal Management Materials [Conference Poster]. https://www.osti.gov/biblio/1811983

Cauthen, K.R., Rai, P., & Ray, J. (2020). ANN classifier for technological maturity based on bibliometric patterns [Presentation]. https://www.osti.gov/biblio/1811984

Krofcheck, D.J., & Blanchard, E. (2020). Ensemble learning with graph inference cliques [Presentation]. https://www.osti.gov/biblio/1811985

Nesbit, C., & Clough, N.E. (2020). Quick, Consistent, and RelevantCapital Investment Programming Level Budget Estimates [Conference Poster]. https://www.osti.gov/biblio/1877525

Swanson, K. (2020). SEERI: 1688 Department Presentation [Conference Poster]. https://www.osti.gov/biblio/1811986

Cho, P.B. (2020). SEERI: 1688 Department Presentation [Conference Poster]. https://www.osti.gov/biblio/1811987

Samberson, J.N., & Wright, J. (2020). Working Toward Mitigating Cognitive Biases in Analogous-Based Cost Estimating Models [Conference Poster]. https://www.osti.gov/biblio/1811988

Popoola, G.A. (2020). In-Situ Machine Learning for Intelligent Data Capture for Exascale Platforms [Conference Poster]. https://www.osti.gov/biblio/1811989

Hanson, J.M. (2020). Learning Compact Physics-Aware Photocurrent Models Using Dynamic Mode Decomposition [Conference Poster]. https://www.osti.gov/biblio/1812154

Martinez, C., Potter, K.M., & Roberts, S.A. (2020). Deep Learning for Characterization of Geometric Uncertainty [Presentation]. https://www.osti.gov/biblio/1812155

Betancur-Peacock, J.H., & Kuberry, P. (2020). Data-Driven Agile Modeling Approach for Rapid Assessments of Electrical Designs [Conference Poster]. https://www.osti.gov/biblio/1812156

Porwitzky, A. (2020). Z for Beginners [Conference Poster]. https://www.osti.gov/biblio/1812157

Jones, M. (2020). Diagnostic Efforts at Z [Presentation]. https://www.osti.gov/biblio/1812158

Kaikaus, J., Cauthen, K.R., & Yoon, H. (2020). Hybrid CNN-LSTM Framework for Predicting Subsurface Energy Production [Presentation]. https://www.osti.gov/biblio/1812159

Duersch, J.A., & Catanach, T.A. (2020). Parsimonious Rational Belief [Conference Poster]. https://www.osti.gov/biblio/1812160

Specht, P.E., Adams, D.P., Mitchell, J.A., Brown, J.L., Branch, B.A., Silling, S., Wise, J.L., Brown, D., & Palmer, T. (2020). Response of Wrought and Additively Manufactured 304L Stainless Steel at Mbar Stresses [Presentation]. https://www.osti.gov/biblio/1812161

Bennett, N.L., Welch, D., Rose, D., Jennings, C.A., Laity, G.R., & Cuneo, M.E. (2020). Power flow modeling of the Z Accelerator with Chicago [Presentation]. https://www.osti.gov/biblio/1812162

Hamlin, N.D., & Robinson, A.C. (2020). Uncertainty Quantification Analysis in Planar MITL Modeling [Conference Poster]. https://www.osti.gov/biblio/1812163

Yu, E., Awe, T.J., Hutchinson, T.M., Hatch, M.W., Yates, K., Cochrane, K., Bauer, B.S., Tomlinson, K., Tatum, W., Peterson, K.J., Yager-Elorriaga, D.A., Hutsel, B.T., Harding, E.C., Klemmer, A.W., Gilmore, M., Shipley, G.A., & Kreher, S. (2020). Using engineered defects to understand the seed for instabilities in current-driven metal [Conference Poster]. https://www.osti.gov/biblio/1812164

Fonseca, J.M.L., Sambandam, G.K., Raj, K., Rajashekara, K., & Atcitty, S. (2020). Offline Parameter Estimation Method for Equivalent Circuit Model of Lithium-ion Batteries in Grid Energy Storage [Conference Poster]. https://www.osti.gov/biblio/1812165

Chowdhary, K., Tucker, J.D., & Shand, L. (2020). Bayesian Function Registration in R1 [Conference Poster]. https://www.osti.gov/biblio/1812166

Walton, S.P. (2020). LDMSDv4 Basics Tutorial [Conference Poster]. https://www.osti.gov/biblio/1812167

Zador, J. (2020). Accelerating mechanism development [Conference Poster]. https://www.osti.gov/biblio/1812168

MacArthur, J., Fox, D., Lewis, J.E., & Boujaoude, G.E. (2020). InnerSource Metrics: Exploring the Impact of Open-Source Principles on Internal Development [Conference Poster]. https://www.osti.gov/biblio/1812169

Boone, W., Voegtli, E., Gonzales, A., Miles, N.L., Kumar, S., & Hart, R. (2020). Species Identification for Rangeland Management [Conference Poster]. https://www.osti.gov/biblio/1812170

Porwitzky, A., Brown, J.L., & Duwal, S. (2020). Reduced Scale Stripline (aka Tiny Stripline) [Conference Poster]. https://www.osti.gov/biblio/1812171

Liu, S., Bennett, C., Xiao, T.P., & Marinella, M. (2020). Shape anisotropy effects on magnetic domain wall dynamics in spintronic devices [Final presentation] [Presentation]. https://www.osti.gov/biblio/1812172

Proctor, C., & Wiryadinata, S. (2020). Disaggregation of Vehicle Choice Modeling: Capturing Potential Spillover Effects in the LDV and HDV Markets [Conference Poster]. https://www.osti.gov/biblio/1812173

Cyr, E.C., Guenther, S., Ruthotto, L., Schroder, J.B., Gauger, N.R., & Ridzal, D. (2020). A Layer-Parallel Approach for Training Deep Neural Networks [Presentation]. https://www.osti.gov/biblio/1812174

Rajamanickam, S. (2020). Recent experiences withMachine Learning Perspectives fromAlgorithms Architectures and Applications [Presentation]. https://www.osti.gov/biblio/1812175

Voth, T.E., Beckwith, K., Bond, S.D., Granzow, B.N., Hamlin, N.D., Hanshaw, H., Hansen, G., Jennings, C.A., Love, E., Martin, M.R., Shulenburger, L., & Stagg, A.K. (2020). FLEXO Development Activities [Conference Poster]. https://www.osti.gov/biblio/1812279

Trott, C.R. (2020). The Kokkos Lectures: Module 3 [Presentation]. https://www.osti.gov/biblio/1812280

Spencer, S.J., Parikh, A.N., McArthur, D., Young, C.C., Blada, T.J., Slightam, J.E., & Buerger, S.P. (2020). Autonomous Detection and Assessment with Moving Sensors [Conference Poster]. https://www.osti.gov/biblio/1812281

Knight, A.W., Schaller, R.F., Bryan, C.R., Montoya, T., Parey, A., Carpenter, J., & Maguire, M. (2020). Corrosion-Resistant Coatings for Mitigation and Repair of Spent Nuclear Fuel Dry Storage Canisters. 10.2172/1646742

Gulian, M., Swiler, L.P., Frankel, A., Jakeman, J.D., & Safta, C. (2020). A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges [Conference Poster]. https://www.osti.gov/biblio/1812282

Bailey, J.E. (2020). Refining iron opacity measurements [Presentation]. https://www.osti.gov/biblio/1812283

Slutz, S.A. (2020). Liner driven FRC implosions [Conference Poster]. https://www.osti.gov/biblio/1812284

Sinars, D. (2020). Z Fundamental Science Program Workshop: Welcome and Introduction [Conference Poster]. https://www.osti.gov/biblio/1812285

Smith, T.M., Beckwith, K., Hamlin, N.D., & Roberds, N.A. (2020). Verification of EMPIRE Plasma Physics Codes [Conference Poster]. https://www.osti.gov/biblio/1812286

Atcitty, S. (2020). Tribal Colleges and Universities/Advanced Manufacturing Network Initiative (Q3 FY2020 Progress Report). 10.2172/1643747

Fasano, R. (2020). How to Interface with Sandia's Simulink S-Function Interface. 10.2172/1643749

Bertin, N., Sills, R., & Cai, W. (2020). Frontiers in the Simulation of Dislocations. Annual Review of Materials Research, 50(1), pp. 437-464. 10.1146/annurev-matsci-091819-015500

Duwal, S., McCoy, C.A., Weck, P.F., Foulk, J.W., Hanshaw, H., Cochrane, K., Ao, T., & Root, S. (2020). High-precision equation of state data for TiO2: A structural analog of SiO2. Physical Review B, 102(2). https://doi.org/10.1103/physrevb.102.024105

Hughes, T. (2020). Transient voltage-reversal in transformers with multiple secondary coils. 10.2172/1647905

Lopez, E., & Wachtel, A. (2020). Resilient U.S. Land Ports of Entry. 10.2172/1662022

Lee, C.W., Stewart, J.A., Dingreville, R., Foiles, S.M., & Schleife, A. (2020). Multiscale simulations of electron and ion dynamics in self-irradiated silicon. Physical Review B, 102(2). 10.1103/physrevb.102.024107

Hunt, B.D., Cochran, L.D., & Laiche, T.P. (2020). FRMAC Assessment Manual Volume 1 (Overview and Methods). 10.2172/1670254

Robinson, S. (2020). Facility Safety Case Template. 10.2172/1745089

Quinley, E.O., & Fitzgerald, T. (2020). Assessment Report ASMT-1033: Department 635 FY2019 Evaluate Center 600 Assessment Process. 10.2172/1763548

Fitzgerald, T., & Quinley, E.O. (2020). Assessment Report 76376 Assess the Quality of Center 00600 Completed Assessments for FY2018. 10.2172/1763549

Ellis, J.A. (2020). miniGAN: A Generative Adversarial Network proxy application WBS 2.2.6.08 ECP-2.1.3 (Q3 FY2020 Milestone Report) (V.1.0). 10.2172/1763585

Klise, K.A., Nicholson, B.L., Laird, C., Ravikumar, A.P., & Brandt, A.R. (2020). Sensor Placement Optimization Software Applied to Site-Scale Methane-Emissions Monitoring. Journal of Environmental Engineering (United States), 146(7). 10.1061/(asce)ee.1943-7870.0001737