Bart G van Bloemen Waanders

Scientific Machine Learning

Author profile picture

Scientific Machine Learning

bartv@sandia.gov

(505) 284-6746

Sandia National Laboratories, New Mexico
P.O. Box 5800
Albuquerque, NM 87185-1318

Biography

Bart’s research interests are PDE-constrained optimization and uncertainty quantification with a focus on complex applications such as fluid flow, geoscience, electromagnetic, and mechanics. He is co-developer of the Multi-physics/scale Interface for Large scale Optimization (MILO) and the Hyper-Differential Sensitivity Analysis library (HdsaLib). Formerly a Petroleum engineer for Texaco and an applications manager at Cray Research, he joined Sandia in 1999 and is currently a Distinguished Member of Technical Staff.

Publications

Isaac Sunseri, Joseph Hart, Alen Alexanderian, Bart van Bloemen Waanders, (2021). Hyper-Differential Sensitivity Analysis of Inverse Problems Governed by PDEs https://doi.org/10.2172/1905697 Publication ID: 77159

Elizabeth Newman, Lars Ruthotto, Joseph Hart, Bart van Bloemen Waanders, (2021). Train Like a (Var)Pro: Efficient Training of Neural Networks with Variable Projection SIAM Journal on Mathematics of Data Science https://doi.org/10.1137/20m1359511 Publication ID: 74566

R. White, John Jakeman, Bart van Bloemen Waanders, Drew Kouri, Alex Alexanderian, (2021). Exploring risk-averse design criteria for sequential optimal experimental design in a Bayesian setting https://doi.org/10.2172/1888463 Publication ID: 75823

Zachary Morrow, Bart van Bloemen Waanders, John Jakeman, (2021). Characterizing Approximation Methods for Digital Twins in Scientific Computing https://doi.org/10.2172/1889008 Publication ID: 75870

Joseph Hart, Bart van Bloemen Waanders, (2021). Hyper-differential sensitivity analysis for model form error https://doi.org/10.2172/1890383 Publication ID: 75872

Arvind Saibaba, Joseph Hart, Bart van Bloemen Waanders, (2021). Randomized algorithms for generalized singular value decomposition with application to sensitivity analysis Numerical Linear Algebra with Applications https://doi.org/10.1002/nla.2364 Publication ID: 72449

Shane McQuarrie, Bart van Bloemen Waanders, (2021). Goal-oriented data-driven reduced-order modeling guided by hyper-differential sensitivity analysis https://www.osti.gov/servlets/purl/1884436 Publication ID: 79361

Dheeraj Kapilavai, Subhrajit Roychowdhury, Yiwei Fu, Lei Yu, Bart van Bloemen Waanders, (2021). Trajectory Planning for Aerospace Vehicles using Deep Reinforcement Learning https://www.osti.gov/servlets/purl/1871420 Publication ID: 78715

William Reese, Joseph Hart, Bart van Bloemen Waanders, Mauro Perergo, John Jakeman, Arvind Saibaba, (2021). Bedrock Inversion and Hyper Differential Sensitivity Analysis for the Shallow Ice Model https://www.osti.gov/servlets/purl/1889590 Publication ID: 78605

Cynthia Phillips, Michelle Chatter, Jonathan Eckstein, Alper Erturk, Ihab El-Kady, Romain Gerbe, Drew Kouri, William Loughlin, Charles Reinke, Rohith Rokkam, Massimo Ruzzene, Chris Sugino, Calvin Swanson, Bart van Bloemen Waanders, (2021). Parallel Solver Framework for Mixed-Integer PDE-Constrained Optimization https://doi.org/10.2172/1771009 Publication ID: 77424

Christian Glusa, HARBIR ANTIL, Marta D’Elia, Bart van Bloemen Waanders, Chester Weiss, (2021). A fast solver for the fractional helmholtz equation SIAM Journal on Scientific Computing https://doi.org/10.1137/19M1302351 Publication ID: 75065

Girish Joshi, Girish Chowdhary, Bart van Bloemen Waanders, (2021). Stochastic Deep Model Reference Adaptive Control Proceedings of the IEEE Conference on Decision and Control https://www.osti.gov/servlets/purl/1890840 Publication ID: 75994

Bart van Bloemen Waanders, Curtis Ober, (2020). Extreme Scale Infrasound Inversion and Prediction for Weather Characterization and Acute Event Detection https://doi.org/10.2172/1734475 Publication ID: 44014

Bart van Bloemen Waanders, Joseph Hart, (2020). Hyper-Differential Sensitivity Analysis: Managing High Dimensional Uncertainty in Large-Scale Optimization Problems https://doi.org/10.2172/1877814 Publication ID: 71808

Isaac Sunseri, Bart van Bloemen Waanders, Joseph Hart, Alen Alexandarian, (2020). Hyper-differential sensitivity analysis of PDE-constrained inverse problems https://www.osti.gov/servlets/purl/1767902 Publication ID: 72708

D. Seidl, Bart van Bloemen Waanders, T. Wildey, (2020). Simultaneous inversion of shear modulus and traction boundary conditions in biomechanical imaging Inverse Problems in Science and Engineering https://doi.org/10.1080/17415977.2019.1603222 Publication ID: 68059

Elizabeth Newman, Lar Ruthotto, Joseph Hart, Bart van Bloemen Waanders, Bart van Bloemen Waanders, (2020). Efficient Training of Neural Network Surrogate Methods with Variable Projection https://www.osti.gov/servlets/purl/1767098 Publication ID: 72698

Bart van Bloemen Waanders, David Littlewood, Daniel Turner, Michael Parks, (2020). Peridynamics to Predict Fracturing in the Subsurface https://www.osti.gov/servlets/purl/1767099 Publication ID: 72699

Isaac Sunseri, Joseph Hart, Alen Alexandarian, Bart van Bloemen Waanders, (2020). Quantifying the relative importance of complimentary parameters in PDE-based inverse problems https://www.osti.gov/servlets/purl/1763861 Publication ID: 70915

Joseph Hart, Bart van Bloemen Waanders, Roland Herzog, (2020). Hyperdifferential sensitivity analysis of uncertain parameters in PDE-constrained optimization International Journal for Uncertainty Quantification https://doi.org/10.1615/Int.J.UncertaintyQuantification.2020032480 Publication ID: 64858

R. Roach, Joseph Bishop, Kyle Johnson, Theron Rodgers, B. Boyce, L. Swiler, Bart van Bloemen Waanders, Michael Chandross, Daniel Kammler, Dorian Balch, B. Jared, Mario Martinez, Nicholas Leathe, K. Ford, (2020). Using additive manufacturing as a pathway to change the qualification paradigm Solid Freeform Fabrication 2018: Proceedings of the 29th Annual International Solid Freeform Fabrication Symposium – An Additive Manufacturing Conference, SFF 2018 https://www.osti.gov/servlets/purl/1532627 Publication ID: 62951

Chester Weiss, Christine Downs, Bart van Bloemen Waanders, (2019). The unstructured APhiD: A finite element formulation of Maxwell?s equations using Lorenz-gauged potentials https://www.osti.gov/servlets/purl/1643518 Publication ID: 66643

Christian Glusa, Marta D’Elia, Harbir Antil, Chester Weiss, Bart van Bloemen Waanders, (2019). A Fast Solver for the Fractional Helmholtz Equation https://doi.org/10.2172/1569144 Publication ID: 65029

Chester Weiss, Gungor Beskardes, Bart van Bloemen Waanders, (2019). Prediction and Inference of Multi-scale Electrical Properties of Geomaterials https://doi.org/10.2172/1562367 Publication ID: 64898

David Stracuzzi, Charlie Vollmer, Christian Poppeliers, Gungor Beskardes, Paul Schwering, Avery Cashion, Bart van Bloemen Waanders, Chester Weiss, Edward Matteo, Giorgia Bettin, (2019). Real-time Subsurface Event Assessment and Detection (RESEAD) https://www.osti.gov/servlets/purl/1645887 Publication ID: 64698

Bart van Bloemen Waanders, (2019). Software Capabilities For Solving Mixed Integer PDE-Constrained Optimization https://www.osti.gov/servlets/purl/1641470 Publication ID: 70245

Denis Ridzal, Eric Cyr, Bart van Bloemen Waanders, (2019). Adjoint-based Parallel-in-time Optimization for Electromagnetics: From Source Inversion to Design https://www.osti.gov/servlets/purl/1640205 Publication ID: 68833

R. Roach, Bradley Jared, Brad Boyce, Jeremy Lechman, Mario Martinez, Eric Forrest, Samantha Taylor, Amber Dagel, J. Madison, Thomas Ivanoff, Joshua Koepke, Laura Swiler, Bart van Bloemen Waanders, Brett Clark, Theron Rodgers, Kyle Johnson, (2019). Overview of Sandia’s Born Qualified Project https://www.osti.gov/servlets/purl/1644903 Publication ID: 68107

Maher Salloum, Kyle Johnson, Joseph Bishop, Jon Aytac, Daryl Dagel, Bart van Bloemen Waanders, (2019). Adaptive wavelet compression of large additive manufacturing experimental and simulation datasets Computational Mechanics https://doi.org/10.1007/s00466-018-1605-6 Publication ID: 63054

Chester Weiss, Bart van Bloemen Waanders, (2019). On the convergence of the Neumann series for electrostatic fracture response Geophysics https://doi.org/10.1190/geo2018-0564.1 Publication ID: 63443

Bart van Bloemen Waanders, (2019). Hyper-Differential Analysis for Inverse Problems and Sensor Placement https://www.osti.gov/servlets/purl/1639458 Publication ID: 67564

Joseph Hart, Bart van Bloemen Waanders, (2019). Computationally Efficient Parameter Sensitivity Analysis for PDE-Constrained Optimization https://www.osti.gov/servlets/purl/1601532 Publication ID: 67007

Joseph Hart, Bart van Bloemen Waanders, (2019). Global Sensitivity Analysis for PDE-constrained Optimization https://www.osti.gov/servlets/purl/1601533 Publication ID: 67008

Chester Weiss, Bart van Bloemen Waanders, Gungor Beskardes, (2018). Brute force evaluation of Neumann series adequacy for electrically conductive fracture response in the presence of strong cultural artifacts https://www.osti.gov/servlets/purl/1807046 Publication ID: 60460

Bart van Bloemen Waanders, (2018). Factional Operators Applied to Geophysical Electromagnetics https://www.osti.gov/servlets/purl/1807022 Publication ID: 60504

Michael Parks, Daniel Turner, Bart van Bloemen Waanders, Rohan Panchadhara, Peter Gordon, (2018). Subsurface Applications for Peridynamics https://www.osti.gov/servlets/purl/1575975 Publication ID: 60279

Chester Weiss, Gungor Beskardes, Bart van Bloemen Waanders, (2018). Hierarchical material property representation in finite element analysis: Convergence behavior and the response of vertical fracture sets https://doi.org/10.1190/segam2018-2998297.1 Publication ID: 59526

Anirban Mazumdar, Yi Chen, Bart van Bloemen Waanders, Carlton Brooks, Michael Kuehl, Martin Nemer, (2018). Wireless Temperature Sensing Using Permanent Magnets for Nonlinear Feedback Control of Exothermic Polymers IEEE Sensors Journal https://doi.org/10.1109/JSEN.2018.2863249 Publication ID: 63397

Laura Swiler, Bart van Bloemen Waanders, Bradley Jared, Joshua Koepke, Shaun Whetten, J. Madison, Thomas Ivanoff, Olivia Jackson, Adam Cook, Harlan Brown-Shaklee, Daniel Kammler, Kyle Johnson, Kurtis Ford, Joseph Bishop, R. Roach, (2018). Data Analysis for the Born Qualified Grand LDRD Project https://doi.org/10.2172/1481602 Publication ID: 59380

David Littlewood, Bart van Bloemen Waanders, Arun Hegde, Adam Cook, (2018). Computational Peridynamics with Application to Additively Manufactured Ceramics https://www.osti.gov/servlets/purl/1561567 Publication ID: 64116

Bart van Bloemen Waanders, Joey Hart, (2018). Sensitivity Analysis for risk-averse PDE-Constrained Optimization https://www.osti.gov/servlets/purl/1594669 Publication ID: 59296

Bart van Bloemen Waanders, (2018). Optimal Control of the Laser Melting Process using Risk Averse Optimization https://www.osti.gov/servlets/purl/1806749 Publication ID: 63392

Yi Chen, Anirban Mazumdar, Carlton Brooks, Bart van Bloemen Waanders, Stephen Bond, Martin Nemer, (2018). Remote Distributed Vibration Sensing Through Opaque Media Using Permanent Magnets IEEE Transactions on Magnetics https://doi.org/10.1109/TMAG.2018.2816578 Publication ID: 61748

Veena Tikare, Fadi Abdeljawad, Stewart Silling, Bart van Bloemen Waanders, (2018). Numerical Simulation of Microstructural Evolution During Sintering https://www.osti.gov/servlets/purl/1527269 Publication ID: 62612

Timothy Wildey, Troy Butler, John Jakeman, Daniel Seidl, Bart van Bloemen Waanders, (2018). Data-informed Multiscale Modeling of Additive Materials https://www.osti.gov/servlets/purl/1523778 Publication ID: 62297

R. Roach, Joseph Bishop, Bradley Jared, David Keicher, Adam Cook, Shaun Whetten, Eric Forrest, Joshua Stanford, Brad Boyce, Kyle Johnson, Theron Rodgers, Kurtis Ford, Mario Martinez, Daniel Moser, Bart van Bloemen Waanders, Michael Chandross, Fadi Abdeljawad, Kyle Allen, Michael Stender, Lauren Beghini, Laura Swiler, Brian Lester, Nicolas Argibay, Harlan Brown-Shaklee, Andrew Kustas, Joshua Sugar, Daniel Kammler, Mark Wilson, (2018). Changing the Engineering Design & Qualification Paradigm in Component Design & Manufacturing (Born Qualified) https://www.osti.gov/servlets/purl/1511987 Publication ID: 61923

Ihab El-Kady, Charles Reinke, Bart van Bloemen Waanders, Denis Ridzal, Mehmet Su, David Fitzpatrick, Ryan Chilton, (2018). COMPUTATIONAL TOOLS FOR FREE-FORM OPTIMIZATION OF LARGE-SCALE EnMat STRUCTURES https://www.osti.gov/servlets/purl/1525573 Publication ID: 61542

Ihab El-Kady, Charles Reinke, Bart van Bloemen Waanders, Denis Ridzal, Mehmet Su, David Fitzpatrick, Ryan Chilton, (2018). MIRaGE Multiscale Inverse Rapid Group-theory for Engineered-metamaterials https://www.osti.gov/servlets/purl/1525574 Publication ID: 61543

Charles Reinke, Ihab El-Kady, Charles Reinke, Bart van Bloemen Waanders, Denis Ridzal, Mehmet Su, David Fitzpatrick, Ryan Chilton, (2018). FEMLITE: Rapid Electromagnetic Modeling of Periodic Metamaterial Structures https://www.osti.gov/servlets/purl/1575339 Publication ID: 61544

Ihab El-Kady, Charles Reinke, Bart van Bloemen Waanders, Denis Ridzal, Mehmet Su, David Fitzpatrick, Ryan Chilton, (2018). A group theory approach to tailored optical properties of metamaterials https://www.osti.gov/servlets/purl/1525575 Publication ID: 61545

Daniel Seidl, Bart van Bloemen Waanders, Timothy Wildey, (2018). Multiscale Interfaces for Large Scale Optimization https://www.osti.gov/servlets/purl/1525680 Publication ID: 61583

Chester Weiss, Gungor Beskardes, Bart van Bloemen Waanders, (2018). Hierarchical material property representation in finite element analysis: Convergence behavior and the electrostatic response of vertical fracture sets https://doi.org/10.1190/segam2018-2998297.1 Publication ID: 61416

Bart van Bloemen Waanders, Joseph Hart, (2018). Sensitivity Analysis for Optimal Control https://www.osti.gov/servlets/purl/1501995 Publication ID: 61108

Maher Salloum, Kyle Johnson, Joseph Bishop, Bart van Bloemen Waanders, Kyle Karlson, Steven Beresh, (2018). Alpert Wavelets for Data Analysis: Compression and Optimization https://www.osti.gov/servlets/purl/1505033 Publication ID: 61370

Michael Parks, Daniel Turner, Bart van Bloemen Waanders, Rohan Panchadhara, Peter Gordon, (2018). Subsurface Applications for Peridynamics https://www.osti.gov/servlets/purl/1505286 Publication ID: 61389

R. Roach, Bradley Jared, Adam Cook, David Keicher, Bart van Bloemen Waanders, Laura Swiler, Daniel Seidl, Timothy Wildey, Shaun Whetten, (2018). Born Qualified EAB Telecon https://www.osti.gov/servlets/purl/1514821 Publication ID: 60282

Stewart Silling, Veena Tikare, Bart van Bloemen Waanders, Daniel Turner, (2017). Peridynamic modeling of sintering https://www.osti.gov/servlets/purl/1483122 Publication ID: 54279

Bart van Bloemen Waanders, Chester Weiss, Harbir Antil, (2017). Fractional Differential Operators to Detect Multiscale Geophysical Features https://www.osti.gov/servlets/purl/1470914 Publication ID: 58413

Bart van Bloemen Waanders, (2017). Grand Challenge LDRD ?Born Qualified?: Integrate Data Modeling Optimization and UQ for Additive Manufacturing https://www.osti.gov/servlets/purl/1466541 Publication ID: 58125

Timothy Wildey, Bart van Bloemen Waanders, Daniel Seidl, (2017). Adaptive Multiscale Modeling Using Generalized Mortar Methods https://www.osti.gov/servlets/purl/1513505 Publication ID: 57313

Bart van Bloemen Waanders, (2017). Additive Manufacturing: Data Modeling and Optimization https://www.osti.gov/servlets/purl/1457105 Publication ID: 56947

Timothy Wildey, Bart van Bloemen Waanders, Daniel Seidl, (2017). Multiscale Modeling Using Mortar Methods https://www.osti.gov/servlets/purl/1458195 Publication ID: 56724

Bart van Bloemen Waanders, (2017). Optimization under uncertainty and Data Analysis for additive manufacturing https://www.osti.gov/servlets/purl/1367310 Publication ID: 56472

Bart van Bloemen Waanders, Alex Gorodetsky, (2017). Optimization under uncertainty and high dimensional regression for additive manufacturing https://www.osti.gov/servlets/purl/1367311 Publication ID: 56473

Irina Tezaur, Matthew Barone, Jeffrey Fike, Maciej Balajewicz, Srinivasan Arunajatesan, Bart van Bloemen Waanders, Earl Dowell, (2017). Approaches for building stable projection-based reduced order models for compressible flow https://www.osti.gov/servlets/purl/1456589 Publication ID: 55885

Daniel Seidl, Bart van Bloemen Waanders, Timothy Wildey, (2017). Multiscale Interfaces for Large Scale Optimization https://www.osti.gov/servlets/purl/1456522 Publication ID: 55715

Yi Mazumdar, Oksana Guba, Anirban Mazumdar, Carlton Brooks, Christine Roberts, Bart van Bloemen Waanders, Martin Nemer, (2017). Wireless Temperature Sensing through Opaque Media using Permanent Magnets https://www.osti.gov/servlets/purl/1456381 Publication ID: 55560

Bart van Bloemen Waanders, Timothy Wildey, Daniel Seidl, Harriet Li, (2017). Multiscale optimization under uncertainty for additive manufacturing https://www.osti.gov/servlets/purl/1426379 Publication ID: 55236

Daniel Seidl, Bart van Bloemen Waanders, Timothy Wildey, (2017). Simultaneous Estimation of Material Parameters and Neumann Boundary Conditions in a Linear Elastic Model by PDE-Constrained Optimization https://www.osti.gov/servlets/purl/1458297 Publication ID: 54920

Bart van Bloemen Waanders, Timothy Wildey, Daniel Seidl, Harriet Li, (2017). Multiscale optimization under uncertainty https://www.osti.gov/servlets/purl/1458249 Publication ID: 55002

Yi Chen, Oksana Guba, Carlton Brooks, Christine Roberts, Bart van Bloemen Waanders, Martin Nemer, (2017). Remote Temperature Distribution Sensing Using Permanent Magnets IEEE Transactions on Magnetics https://doi.org/10.1109/tmag.2016.2620964 Publication ID: 47346

Chester Weiss, Gungor Beskardes, Mark Everett, Bart van Bloemen Waanders, (2016). Fractional Progress Toward Understanding the Fractional Diffusion Limit: The Electromagnetic Response of Spatially Correlated Geomaterials https://www.osti.gov/servlets/purl/1576197 Publication ID: 48171

Yi Mazumdar, Oksana Guba, Carlton Brooks, Christine Roberts, Bart van Bloemen Waanders, Martin Nemer, (2016). Wireless Temperature Sensing Through Opaque Media and Enclosed Metal Vessels https://www.osti.gov/servlets/purl/1408946 Publication ID: 47712

Jerome Krebs, Curtis Ober, Thomas Smith, James Overfelt, Samuel Collis, Gregory von Winckel, Bart van Bloemen Waanders, Nathan Downey, David Aldridge, (2016). Synthetic study of raw-data FWI applied to visco-TTI-elastic data https://doi.org/10.1190/segam2016-13841891.1 Publication ID: 47132

Yi Mazumdar, Yi Mazumdar, Oksana Guba, Oksana Guba, Carlton Brooks, Carlton Brooks, Christine Roberts, Christine Roberts, Bart van Bloemen Waanders, Bart van Bloemen Waanders, Martin Nemer, Martin Nemer, (2016). Wireless Temperature Sensing Using Permanent Magnets for Multiple Points Undergoing Repeatable Motions https://www.osti.gov/servlets/purl/1399324 Publication ID: 52713

Bart van Bloemen Waanders, (2016). Multiscale Optimization under Uncertainty For Additive Manufacturing https://www.osti.gov/servlets/purl/1366839 Publication ID: 50686

Timothy Wildey, Bart van Bloemen Waanders, Daniel Seidl, (2016). Uncertainty Quantification for Multiscale Mortar Methods https://www.osti.gov/servlets/purl/1368791 Publication ID: 50172

Timothy Wildey, Bart van Bloemen Waanders, Daniel Seidl, Todd Arbogast, Ben Ganis, Vivette Girault, Gergina Pencheva, Mary Wheeler, Guangri Xue, Ivan Yotov, Simon Tavener, Martin Vohralik, (2016). Multiscale Mortar Methods: Theory Applications and Future Directions https://www.osti.gov/servlets/purl/1365248 Publication ID: 49573

Bart van Bloemen Waanders, Timothy Wildey, Daniel Seidl, Harriet Li, (2016). Multiscale Optimization Under Uncertainty https://www.osti.gov/servlets/purl/1348106 Publication ID: 48990

Timothy Wildey, Eric Cyr, John Shadid, Bart van Bloemen Waanders, Drew Kouri, Joseph Bishop, Simon Tavener, Troy Butler, Serge Prudhomme, Clint Dawson, (2016). Utilizing Adjoint-Based Techniques to Improve the Accuracy and Reliability in Uncertainty Quantification https://www.osti.gov/servlets/purl/1345103 Publication ID: 48514

Curtis Ober, Thomas Smith, James Overfelt, Samuel Collis, Gregory von Winckel, Bart van Bloemen Waanders, Nathan Downey, Scott Mitchell, Stephen Bond, David Aldridge, Jerome Krebs, (2016). Visco-TTI-elastic FWI using discontinuous galerkin SEG Technical Program Expanded Abstracts https://doi.org/10.1190/segam2016-13847188.1 Publication ID: 47133

Yi Chen, Oksana Guba, Carlton Brooks, Christine Roberts, Bart van Bloemen Waanders, Martin Nemer, (2016). Wireless temperature sensing using permanent magnets for multiple points undergoing repeatable motions ASME 2016 Dynamic Systems and Control Conference, DSCC 2016 https://doi.org/10.1115/DSCC2016-9663 Publication ID: 50887

Jaideep Ray, Sophia Lefantzi, Bart van Bloemen Waanders, (2015). Bayesian inference of the permeability field of a binary medium https://www.osti.gov/servlets/purl/1333266 Publication ID: 46102

Carlton Brooks, Martin Nemer, Emily Stirrup, Stephen Miller, Oksana Guba, Bart van Bloemen Waanders, Harriet Li, Joseph Buttacci, Christine Roberts, (2015). Velocimetry Using Magnetic Particles https://www.osti.gov/servlets/purl/1530662 Publication ID: 45999

Kevin Carlberg, Jaideep Ray, Bart van Bloemen Waanders, (2015). Decreasing the temporal complexity for nonlinear, implicit reduced-order models by forecasting Computer Methods in Applied Mechanics and Engineering https://doi.org/10.1016/j.cma.2015.02.013 Publication ID: 39210

J. Ray, Jina Lee, V. Yadav, Sophia Lefantzi, A. Michalak, Bart van Bloemen Waanders, (2015). A sparse reconstruction method for the estimation of multi-resolution emission fields via atmospheric inversion Geoscientific Model Development https://doi.org/10.5194/gmd-8-1259-2015 Publication ID: 37757

Bart van Bloemen Waanders, Drew Kouri, Denis Ridzal, Stan Uryasef, (2015). Optimization Under Uncertainty for Magnetic Confinement Fusion https://www.osti.gov/servlets/purl/1250731 Publication ID: 43211

Irina Tezaur, Bart van Bloemen Waanders, Srinivasan Arunajatesan, Matthew Barone, Jeffrey Fike, (2015). Stabilization of Projection-Based Reduced Order Models via Optimization-Based Eigenvalue Reassignment https://www.osti.gov/servlets/purl/1248705 Publication ID: 42980

Denis Ridzal, Drew Kouri, Bart van Bloemen Waanders, (2015). Integration of Approximate Schur Preconditioners and SQP Algorithms for Nonlinear PDE Optimization under Uncertainty https://www.osti.gov/servlets/purl/1882357 Publication ID: 42532

Mark Ivey, David Robinson, Mark Boslough, George Backus, Kara Peterson, Bart van Bloemen Waanders, Laura Swiler, Darin Desilets, Rhonda Reinert, (2015). Arctic Climate Systems Analysis https://doi.org/10.2172/1177602 Publication ID: 42803

Daniel Turner, Bart van Bloemen Waanders, Michael Parks, (2015). Inverse problems in heterogeneous and fractured media using peridynamics Journal of Mechanics of Materials and Structures https://doi.org/10.2140/jomms.2015.10.573 Publication ID: 38461

Irina Kalashnikova, Matthew Barone, Srinivasan Arunajatesan, Bart van Bloemen Waanders, (2014). Construction of energy-stable projection-based reduced order models Applied Mathematics and Computation https://doi.org/10.1016/j.amc.2014.10.073 Publication ID: 33696

Khachik Sargsyan, Habib Najm, Cosmin Safta, Hope Michelsen, Ray Bambha, Zhen Liu, Bart van Bloemen Waanders, (2014). Density Estimation Framework for Model Error Assessmen https://www.osti.gov/servlets/purl/1504062 Publication ID: 39876

Timothy Walsh, Wilkins Aquino, Denis Ridzal, Drew Kouri, Bart van Bloemen Waanders, Angel Urbina, (2014). Viscoelastic material inversion using Sierra-SD and ROL https://doi.org/10.2172/1322276 Publication ID: 39391

M. Drohmann, Raymond Tuminaro, Paul Boggs, Jaideep Ray, Bart van Bloemen Waanders, Kevin Carlberg, (2014). Breaking Computational Barriers: Real-time Analysis and Optimization with Large-scale Nonlinear Models via Model Reduction https://doi.org/10.2172/1323654 Publication ID: 39353

Zhen Liu, Cosmin Safta, Khachik Sargsyan, Habib Najm, Bart van Bloemen Waanders, Brian LaFranchi, Mark Ivey, Paul Schrader, Hope Michelsen, Ray Bambha, (2014). Greenhouse Gas Source Attribution: Measurements Modeling and Uncertainty Quantification https://doi.org/10.2172/1322290 Publication ID: 38662

Timothy Walsh, Wilkins Aquino, Denis Ridzal, Drew Kouri, Bart van Bloemen Waanders, (2014). A massively parallel framework for source and material inverse problems in structural acoustics https://www.osti.gov/servlets/purl/1502315 Publication ID: 38263

Irina Tezaur, Matthew Barone, Jeffrey Fike, Srinivasan Arunajatesan, Bart van Bloemen Waanders, (2014). Energy-Stable Galerkin Reduced Order Models for Nonlinear Compressible Flow https://www.osti.gov/servlets/purl/1496555 Publication ID: 37591

Curtis Ober, Thomas Smith, Bart van Bloemen Waanders, Samuel Collis, (2014). Large Scale Optimization for Non-Invasive Testing With Discontinuous Galerkin Methods https://www.osti.gov/servlets/purl/1496527 Publication ID: 37631

Sophia Lefantzi, Srinivasan Arunajatesan, Lawrence Dechant, Jina Lee, Bart van Bloemen Waanders, (2014). Addressing dimensionality and uncertainty in model calibration https://www.osti.gov/servlets/purl/1714507 Publication ID: 41090

Irina Tezaur, Srinivasan Arunajatesan, Matthew Barone, Bart van Bloemen Waanders, Jeffrey Fike, (2014). Reduced Order Modeling for Prediction and Control of Large-Scale Systems https://doi.org/10.2172/1177206 Publication ID: 41043

Irina Tezaur, Bart van Bloemen Waanders, Srinivasan Arunajatesan, Matthew Barone, (2014). Stabilized projection-based reduced order models for uncertainty quantification https://www.osti.gov/servlets/purl/1315692 Publication ID: 40058

Denis Ridzal, Drew Kouri, Bart van Bloemen Waanders, (2013). Inexact Objective Function Evaluations in a Trust-Region Algorithm for PDE-Constrained Optimization under Uncertainty SIAM Journal on Scientific Computing https://www.osti.gov/biblio/1126754 Publication ID: 32034

Jaideep Ray, Bart van Bloemen Waanders, (2013). A multiresolution spatial parameterization for the estimation of fossil-fuel carbon dioxide emissions via atmospheric inversions Atmospheric Chemistry and Physics https://www.osti.gov/biblio/1114616 Publication ID: 36134

Irina Tezaur, Bart van Bloemen Waanders, Srinivasan Arunajatesan, Matthew Barone, (2013). Stabilization of Projection-Based Reduced Order Models via Eigenvalue Reassignment Computer Methods in Applied Mechanics and Engineering https://www.osti.gov/biblio/1095826 Publication ID: 36065

Jaideep Ray, Jina Lee, Sophia Lefantzi, Bart van Bloemen Waanders, (2013). Kalman-filtered compressive sensing for high resolution estimation of anthropogenic greenhouse gas emissions from sparse measurements https://doi.org/10.2172/1096253 Publication ID: 35730

Irina Tezaur, Bart van Bloemen Waanders, Srinivasan Arunajatesan, Matthew Barone, (2013). Stabilization of Projection-Based Reduced Order Models via Optimization-Based Eigenvalue Reassignment CMAME https://www.osti.gov/biblio/1111386 Publication ID: 35820

Irina Tezaur, Bart van Bloemen Waanders, Srinivasan Arunajatesan, (2013). Stabilization of Galerkin Reduced Order Models (ROMs) for LTI Systems Using Controllers https://www.osti.gov/servlets/purl/1106863 Publication ID: 34400

Bart van Bloemen Waanders, (2013). Development High-Performance Computing Capabilities for Non-Invasive Testing of Nuclear Weapons Systems https://www.osti.gov/servlets/purl/1666078 Publication ID: 34433

Kyle Jones, Hunter Knox, Bart van Bloemen Waanders, Curtis Ober, Louis Romero, (2013). Copy of Designing a continuous infrasound resonator source for fine scale sampling of atmospheric properties https://www.osti.gov/servlets/purl/1661756 Publication ID: 34264

Matthew Barone, Srinivasan Arunajatesan, Bart van Bloemen Waanders, Irina Tezaur, (2013). Construction of energy-stable Galerkin reduced order models https://doi.org/10.2172/1088071 Publication ID: 33635

Jaideep Ray, Jina Lee, Sophia Lefantzi, Bart van Bloemen Waanders, (2013). A multiresolution spatial parametrization for the estimation of fossil-fuel carbon dioxide emissions via atmospheric inversions https://doi.org/10.2172/1095955 Publication ID: 32956

Srinivasan Arunajatesan, Bart van Bloemen Waanders, (2013). Energy-Stable Galerkin Reduced Order Models for Prediction and Control of Fluid Systems https://www.osti.gov/servlets/purl/1145319 Publication ID: 32216

Zhen Liu, Cosmin Safta, Khachik Sargsyan, Bart van Bloemen Waanders, Ray Bambha, Hope Michelsen, (2012). Verifying fossil fuel CO2 emissions with CMAQ https://www.osti.gov/servlets/purl/1295396 Publication ID: 26335

Ray Bambha, Zhen Liu, Cosmin Safta, Khachik Sargsyan, Bart van Bloemen Waanders, (2012). Verifying fossil fuel CO2 emissions with CMAQ https://www.osti.gov/biblio/1072623 Publication ID: 30629

Denis Ridzal, Bart van Bloemen Waanders, (2012). A Trust-Region Algorithm with Adaptive Stochastic Collocation for PDE Optimization under Uncertainty Proposed for publication in SIAM Journal on Scientific Computing (SISC). https://www.osti.gov/biblio/1061199 Publication ID: 29992

Jaideep Ray, Bart van Bloemen Waanders, Sean Mckenna, (2012). Solving inverse problems with quantified uncertainty https://www.osti.gov/servlets/purl/1647768 Publication ID: 30083

Zhen Liu, Cosmin Safta, Khachik Sargsyan, Bart van Bloemen Waanders, Bert Debusschere, Habib Najm, Ray Bambha, (2012). Uncertainty Analysis and Bayesian Inference of Emissions and Transport from Urban Areas https://www.osti.gov/biblio/1073293 Publication ID: 29491

Bart van Bloemen Waanders, Jaideep Ray, (2012). Decreasing the temporal complexity for Proposed for publication in Computer methods in applied mechanics and engineering. https://www.osti.gov/biblio/1073321 Publication ID: 29784

Jaideep Ray, Bart van Bloemen Waanders, Sean Mckenna, (2012). Estimation of Anthropogenic CO2 Emissions from Sparse Measurements https://www.osti.gov/servlets/purl/1647765 Publication ID: 29657

Jaideep Ray, Sophia Lefantzi, Sean Mckenna, Bart van Bloemen Waanders, (2012). Bayesian estimation of multiscale structures in a binary medium from sparse observations https://www.osti.gov/biblio/1067814 Publication ID: 28350

Jaideep Ray, Bart van Bloemen Waanders, Sean Mckenna, (2012). Estimation of multiscale fields representing anthropogenic CO2 emissions from sparse observations https://www.osti.gov/servlets/purl/1117565 Publication ID: 27414

Jaideep Ray, Sophia Lefantzi, Sean Mckenna, Bart van Bloemen Waanders, (2012). BAYESIAN ESTIMATION OF MULTISCALE STRUCTURES IN A BINARY MEDIUM FROM SPARSE OBSERVATIONS https://www.osti.gov/servlets/purl/1145349 Publication ID: 26737

Bart van Bloemen Waanders, (2012). Low dimensional models for estimation of anthropogenic CO2 emissions from atmospheric observations https://www.osti.gov/servlets/purl/1660820 Publication ID: 25791

Cosmin Safta, Khachik Sargsyan, Ray Bambha, Hope Michelsen, Bert Debusschere, Habib Najm, Bart van Bloemen Waanders, (2011). Efficient Source Inversion Methodologies using Regional Transport Models https://www.osti.gov/servlets/purl/1106861 Publication ID: 25603

Sophia Lefantzi, Sean Mckenna, Jaideep Ray, Bart van Bloemen Waanders, (2011). Bayesian inference of multiscale structures in porous media https://www.osti.gov/servlets/purl/1143904 Publication ID: 25515

Sophia Lefantzi, Katherine Klise, Luke Salazar, Sean Mckenna, Bart van Bloemen Waanders, Jaideep Ray, (2011). Bayesian data assimilation for stochastic multiscale models of transport in porous media https://doi.org/10.2172/1030232 Publication ID: 24486

Jaideep Ray, Bart van Bloemen Waanders, Sophia Lefantzi, (2011). Estimation of finescale conductivity fields from multiscale observations https://www.osti.gov/servlets/purl/1288661 Publication ID: 24448

Sean Mckenna, Bart van Bloemen Waanders, Jaideep Ray, (2011). Bayesian upscaling of binary media with unresolved fine-scale spatial structures Advances in Water Resources https://www.osti.gov/biblio/1106333 Publication ID: 23989

Sean Mckenna, Jaideep Ray, Youssef Marzouk, Bart van Bloemen Waanders, (2011). Truncated multiGaussian fields and effective conductance of binary media Advances in Water Resources https://doi.org/10.2172/1011620 Publication ID: 21165

Curtis Ober, Bart van Bloemen Waanders, Samuel Collis, (2011). On water column effects on source signature inversion in marine seismic acquisition https://www.osti.gov/servlets/purl/1289625 Publication ID: 22239

Jaideep Ray, Bart van Bloemen Waanders, Sean Mckenna, (2011). Multiscale spatial models for representing anthropogenic CO2 emissions https://www.osti.gov/servlets/purl/1120629 Publication ID: 21988

Jaideep Ray, Bart van Bloemen Waanders, Sean Mckenna, (2010). The effect of error models in the multiscale inversion of binary permeability fields https://www.osti.gov/biblio/1038997 Publication ID: 21068

Sean Mckenna, Jaideep Ray, Bart van Bloemen Waanders, (2010). Posterior predictive modeling using multi-scale stochastic inverse parameter estimates https://www.osti.gov/biblio/1038166 Publication ID: 21106

Samuel Collis, Curtis Ober, Bart van Bloemen Waanders, (2010). Unstructured Discontinuous Galerkin for Seismic Inversion https://www.osti.gov/servlets/purl/1282172 Publication ID: 20341

Bart van Bloemen Waanders, Sean Mckenna, (2010). Multiscale Bayesian reconstruction of binary permeability fields from sparse static and dynamic data https://www.osti.gov/biblio/1019074 Publication ID: 18537

Samuel Collis, Curtis Ober, Bart van Bloemen Waanders, (2010). Unstructured discontinuous Galerkin for seismic inversion https://www.osti.gov/biblio/992319 Publication ID: 17812

Bart van Bloemen Waanders, Sean Mckenna, Jaideep Ray, (2009). multiscale Bayesian inversion of binary permeability fields from static and dynamic observations https://www.osti.gov/servlets/purl/1141480 Publication ID: 17103

Bart van Bloemen Waanders, (2009). Integrating error estimation, adaptivity, and optimization https://www.osti.gov/biblio/1055627 Publication ID: 16428

Matthew Barone, Bart van Bloemen Waanders, (2009). Low-dimensional modeling for spatial developing free shear layers https://www.osti.gov/biblio/957643 Publication ID: 15565

Sean Mckenna, Eric Vugrin, William Hart, Bart van Bloemen Waanders, (2008). Automated Contaminant Source Location https://www.osti.gov/servlets/purl/1142946 Publication ID: 13984

Bart van Bloemen Waanders, (2007). PDE Constrained Optimization Using Efficient High Level Abstraction-Based Simulation tools https://www.osti.gov/servlets/purl/1147507 Publication ID: 10985

Bart van Bloemen Waanders, (2007). TRANSPORT PHENOMENA AT CROSS JUNCTIONS IN WATER DISTRIBUTION SYSTEMS – AN EXPERIMENTAL STUDY ASCE Journal of Water Resources Management and Planning https://www.osti.gov/biblio/1147803 Publication ID: 10433

Bart van Bloemen Waanders, Kevin Long, Judith Hill, (2007). Towards an optimal control approach for drinking water decontamination https://www.osti.gov/biblio/913234 Publication ID: 10492

Bart van Bloemen Waanders, (2007). Large Scale Optimization: Simulataneous Analysis aNd Design (SAND) https://www.osti.gov/servlets/purl/1724372 Publication ID: 9244

Scott Cooper, Gregory Elbring, Blake Jakaboski, John Lorenz, Seethambal Mani, Randy Normann, Michael Rightley, Bart van Bloemen Waanders, Chester Weiss, (2006). Analysis of real-time reservoir monitoring : reservoirs, strategies, & modeling https://doi.org/10.2172/966614 Publication ID: 8540

Clifford Ho, Sean Mckenna, Jerome Wright, Bart van Bloemen Waanders, (2006). Contaminant Mixing at Pipe Joints in a Small-Scale Network: Comparison Between Experiments and Computational Fluid Dynamics Models https://www.osti.gov/servlets/purl/1264095 Publication ID: 7287

Bart van Bloemen Waanders, (2006). Large Scale Intrusive Optimization and Applications https://www.osti.gov/servlets/purl/1729811 Publication ID: 7305

Bart van Bloemen Waanders, Stephen Webb, (2006). HIGH FIDELITY COMPUTATIONAL FLUID DYNAMICS FOR MIXING IN WATER DISTRIBUTION SYSTEMS https://www.osti.gov/servlets/purl/1264430 Publication ID: 7365

Bart van Bloemen Waanders, (2006). Algorithm and simulation development in support of response strategies for contamination events in air and water systems https://doi.org/10.2172/882050 Publication ID: 6509

Timothy O’Hern, Glenn Hammond, Leslie Orear, Bart van Bloemen Waanders, (2005). Physical Modeling of Scaled Water Distribution System Networks https://doi.org/10.2172/1143374 Publication ID: 6145

John Shadid, Bart van Bloemen Waanders, Roscoe Bartlett, (2004). Development of transport/inversion algorithms and capabilities for countermeasures to chem/bio/rad attacks in support of homeland security https://www.osti.gov/biblio/957214 Publication ID: 2970

Bart van Bloemen Waanders, Bart van Bloemen Waanders, Roscoe Bartlett, (2003). Nonlinear programming strategies for source detection of municipal water networks https://www.osti.gov/biblio/915151 Publication ID: 1758

Roscoe Bartlett, Roscoe Bartlett, Bart van Bloemen Waanders, Michael Heroux, (2003). Vector reduction/transformation operators for linear algebra interfaces to efficiently develop complex abstract numerical algorithms independently of data mapping Proposed for publication in the ACM Transactions on Mathematical Software journal. https://www.osti.gov/biblio/915200 Publication ID: 1760

Bart van Bloemen Waanders, Roscoe Bartlett, Kevin Long, Paul Boggs, Andrew Salinger, (2002). Large Scale Non-Linear Programming for PDE Constrained Optimization https://doi.org/10.2172/805833 Publication ID: 1570

Michael Eldred, Anthony Giunta, Bart van Bloemen Waanders, Steven Wojtkiewicz, William Hart, (2002). DAKOTA, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis Version 3.0 Developers Manual (title change from electronic posting) https://doi.org/10.2172/798491 Publication ID: 1358

Michael Eldred, Anthony Giunta, Bart van Bloemen Waanders, Steven Wojtkiewicz, William Hart, Anthony Giunta, (2002). DAKOTA, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis Version 3.0 https://doi.org/10.2172/800774 Publication ID: 1386

Andrew Salinger, Roger Pawlowski, John Shadid, Bart van Bloemen Waanders, (2001). rSQP Optimization of Large-Scale Reacting Flow Applications with MPSalsa https://www.osti.gov/biblio/784045 Publication ID: 1227

Michael Eldred, Anthony Giunta, Bart van Bloemen Waanders, Steven Wojtkiewicz, William Hart, (2001). DAKOTA, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis Version 3.0 Reference Manual https://doi.org/10.2172/798492 Publication ID: 1359

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