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

  • Sunseri, I., Hart, J., Alexanderian, A., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2021). Hyper-Differential Sensitivity Analysis of Inverse Problems Governed by PDEs [Conference Presenation]. https://doi.org/10.2172/1905697 Publication ID: 77159
  • Newman, E., Ruthotto, L., Hart, J., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2021). Train Like a (Var)Pro: Efficient Training of Neural Networks with Variable Projection. SIAM Journal on Mathematics of Data Science, 3(4), pp. 1041-1066. https://doi.org/10.1137/20m1359511 Publication ID: 74566
  • White, R.D., Jakeman, J., van Bloemen Waanders, B., Kouri, D.P., Alexanderian, A., & Alexanderian, A. (2021). Exploring risk-averse design criteria for sequential optimal experimental design in a Bayesian setting [Conference Presenation]. https://doi.org/10.2172/1888463 Publication ID: 75823
  • Morrow, Z., van Bloemen Waanders, B., Jakeman, J., & Jakeman, J. (2021). Characterizing Approximation Methods for Digital Twins in Scientific Computing [Conference Presenation]. https://doi.org/10.2172/1889008 Publication ID: 75870
  • Hart, J., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2021). Hyper-differential sensitivity analysis for model form error [Conference Presenation]. https://doi.org/10.2172/1890383 Publication ID: 75872
  • Saibaba, A.K., Hart, J., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2021). Randomized algorithms for generalized singular value decomposition with application to sensitivity analysis. Numerical Linear Algebra with Applications, 28(4). https://doi.org/10.1002/nla.2364 Publication ID: 72449
  • McQuarrie, S., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2021). Goal-oriented data-driven reduced-order modeling guided by hyper-differential sensitivity analysis [Presentation]. https://www.osti.gov/biblio/1884436 Publication ID: 79361
  • Kapilavai, D., Roychowdhury, S., Fu, Y., Yu, L., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2021). Trajectory Planning for Aerospace Vehicles using Deep Reinforcement Learning [Conference Paper]. https://www.osti.gov/biblio/1871420 Publication ID: 78715
  • Reese, W., Hart, J., van Bloemen Waanders, B., Perergo, M., Jakeman, J., Saibaba, A., & Saibaba, A. (2021). Bedrock Inversion and Hyper Differential Sensitivity Analysis for the Shallow Ice Model [Presentation]. https://www.osti.gov/biblio/1889590 Publication ID: 78605
  • Phillips, C., Chatter, M., Eckstein, J., Erturk, A., El-Kady, I., Gerbe, R., Kouri, D.P., Loughlin, W., Reinke, C., Rokkam, R., Ruzzene, M., Sugino, C., Swanson, C., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2021). Parallel Solver Framework for Mixed-Integer PDE-Constrained Optimization. https://doi.org/10.2172/1771009 Publication ID: 77424
  • Glusa, C., ANTIL, H., D’Elia, M., van Bloemen Waanders, B., Weiss, C., & Weiss, C. (2021). A fast solver for the fractional helmholtz equation. SIAM Journal on Scientific Computing, 43(2), pp. A1362-A1388. https://doi.org/10.1137/19M1302351 Publication ID: 75065
  • Joshi, G., Chowdhary, G., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2021). Stochastic Deep Model Reference Adaptive Control [Conference Paper]. Proceedings of the IEEE Conference on Decision and Control. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85119647260&origin=inward Publication ID: 75994
  • van Bloemen Waanders, B., Ober, C., & Ober, C. (2020). Extreme Scale Infrasound Inversion and Prediction for Weather Characterization and Acute Event Detection. https://doi.org/10.2172/1734475 Publication ID: 44014
  • van Bloemen Waanders, B., Hart, J., & Hart, J. (2020). Hyper-Differential Sensitivity Analysis: Managing High Dimensional Uncertainty in Large-Scale Optimization Problems [Conference Presenation]. https://doi.org/10.2172/1877814 Publication ID: 71808
  • Seidl, D.T., van Bloemen Waanders, B., Wildey, T.M., & Wildey, T.M. (2020). Simultaneous inversion of shear modulus and traction boundary conditions in biomechanical imaging. Inverse Problems in Science and Engineering, 28(2), pp. 256-276. https://doi.org/10.1080/17415977.2019.1603222 Publication ID: 68059
  • Newman, E., Ruthotto, L., Hart, J., van Bloemen Waanders, B., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2020). Efficient Training of Neural Network Surrogate Methods with Variable Projection [Conference Poster]. https://www.osti.gov/biblio/1767098 Publication ID: 72698
  • van Bloemen Waanders, B., Littlewood, D., Turner, D., Parks, M., & Parks, M. (2020). Peridynamics to Predict Fracturing in the Subsurface [Conference Poster]. https://www.osti.gov/biblio/1767099 Publication ID: 72699
  • Sunseri, I., van Bloemen Waanders, B., Hart, J., Alexandarian, A., & Alexandarian, A. (2020). Hyper-differential sensitivity analysis of PDE-constrained inverse problems [Presentation]. https://www.osti.gov/biblio/1767902 Publication ID: 72708
  • Roach, R.A., Bishop, J., Johnson, K., Rodgers, T., Boyce, B.L., Swiler, L., van Bloemen Waanders, B., Chandross, M., Kammler, D., Balch, D., Jared, B., Martinez, M.J., Leathe, N., Ford, K., & Ford, K. (2020). Using additive manufacturing as a pathway to change the qualification paradigm [Conference Poster]. Solid Freeform Fabrication 2018: Proceedings of the 29th Annual International Solid Freeform Fabrication Symposium – An Additive Manufacturing Conference, SFF 2018. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85084948557&origin=inward Publication ID: 62951
  • Hart, J., van Bloemen Waanders, B., Herzog, R., & Herzog, R. (2020). Hyperdifferential sensitivity analysis of uncertain parameters in PDE-constrained optimization. International Journal for Uncertainty Quantification, 10(3), pp. 225-248. https://doi.org/10.1615/Int.J.UncertaintyQuantification.2020032480 Publication ID: 64858
  • Sunseri, I., Hart, J., Alexandarian, A., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2020). Quantifying the relative importance of complimentary parameters in PDE-based inverse problems [Presentation]. https://www.osti.gov/biblio/1763861 Publication ID: 70915
  • Weiss, C., Downs, C., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2019). The unstructured APhiD: A finite element formulation of Maxwell?s equations using Lorenz-gauged potentials [Conference Poster]. https://www.osti.gov/biblio/1643518 Publication ID: 66643
  • Stracuzzi, D., Vollmer, C., Poppeliers, C., Beskardes, G., Schwering, P., Cashion, A., van Bloemen Waanders, B., Weiss, C., Matteo, E., Bettin, G., & Bettin, G. (2019). Real-time Subsurface Event Assessment and Detection (RESEAD) [Presentation]. https://www.osti.gov/biblio/1645887 Publication ID: 64698
  • Weiss, C., Beskardes, G., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2019). Prediction and Inference of Multi-scale Electrical Properties of Geomaterials. https://doi.org/10.2172/1562367 Publication ID: 64898
  • Glusa, C., D’Elia, M., Antil, H., Weiss, C., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2019). A Fast Solver for the Fractional Helmholtz Equation. https://doi.org/10.2172/1569144 Publication ID: 65029
  • van Bloemen Waanders, B. (2019). Software Capabilities For Solving Mixed Integer PDE-Constrained Optimization [Conference Poster]. https://www.osti.gov/biblio/1641470 Publication ID: 70245
  • Ridzal, D., Cyr, E., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2019). Adjoint-based Parallel-in-time Optimization for Electromagnetics: From Source Inversion to Design [Conference Poster]. https://www.osti.gov/biblio/1640205 Publication ID: 68833
  • Roach, R., Jared, B.H., Boyce, B., Lechman, J., Martinez, M., Forrest, E.C., Taylor, S., Dagel, A., Madison, J.D., Ivanoff, T., Koepke, J.R., Swiler, L., van Bloemen Waanders, B., Clark, B., Rodgers, T., Johnson, K., & Johnson, K. (2019). Overview of Sandia’s Born Qualified Project [Presentation]. https://www.osti.gov/biblio/1644903 Publication ID: 68107
  • Salloum, M., Johnson, K., Bishop, J., Aytac, J., Dagel, D., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2019). Adaptive wavelet compression of large additive manufacturing experimental and simulation datasets. Computational Mechanics, 63(3), pp. 491-510. https://doi.org/10.1007/s00466-018-1605-6 Publication ID: 63054
  • Weiss, C., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2019). On the convergence of the Neumann series for electrostatic fracture response. Geophysics, 84(2), pp. E47-E55. https://doi.org/10.1190/geo2018-0564.1 Publication ID: 63443
  • van Bloemen Waanders, B. (2019). Hyper-Differential Analysis for Inverse Problems and Sensor Placement [Conference Poster]. https://www.osti.gov/biblio/1639458 Publication ID: 67564
  • Hart, J., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2019). Computationally Efficient Parameter Sensitivity Analysis for PDE-Constrained Optimization [Conference Poster]. https://www.osti.gov/biblio/1601532 Publication ID: 67007
  • Hart, J., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2019). Global Sensitivity Analysis for PDE-constrained Optimization [Conference Poster]. https://www.osti.gov/biblio/1601533 Publication ID: 67008
  • Weiss, C., van Bloemen Waanders, B., Beskardes, G., & Beskardes, G. (2018). Brute force evaluation of Neumann series adequacy for electrically conductive fracture response in the presence of strong cultural artifacts [Conference Poster]. https://www.osti.gov/biblio/1807046 Publication ID: 60460
  • van Bloemen Waanders, B. (2018). Factional Operators Applied to Geophysical Electromagnetics [Conference Poster]. https://www.osti.gov/biblio/1807022 Publication ID: 60504
  • Parks, M., Turner, D., van Bloemen Waanders, B., Panchadhara, R., Gordon, P., & Gordon, P. (2018). Subsurface Applications for Peridynamics [Conference Poster]. https://www.osti.gov/biblio/1575975 Publication ID: 60279
  • Swiler, L., van Bloemen Waanders, B., Jared, B.H., Koepke, J.R., Whetten, S., Madison, J.D., Ivanoff, T., Jackson, O.D.U., Cook, A., Brown-Shaklee, H.J., Kammler, D., Johnson, K., Ford, K.R., Bishop, J., Roach, R.A., & Roach, R.A. (2018). Data Analysis for the Born Qualified Grand LDRD Project. https://doi.org/10.2172/1481602 Publication ID: 59380
  • Weiss, C., Beskardes, G., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2018). Hierarchical material property representation in finite element analysis: Convergence behavior and the response of vertical fracture sets [Conference Poster]. https://doi.org/10.1190/segam2018-2998297.1 Publication ID: 59526
  • Mazumdar, A., Chen, Y., van Bloemen Waanders, B., Brooks, C.F., Kuehl, M., Nemer, M., & Nemer, M. (2018). Wireless Temperature Sensing Using Permanent Magnets for Nonlinear Feedback Control of Exothermic Polymers. IEEE Sensors Journal, 18(19), pp. 7970-7979. https://doi.org/10.1109/JSEN.2018.2863249 Publication ID: 63397
  • van Bloemen Waanders, B., Hart, J., & Hart, J. (2018). Sensitivity Analysis for risk-averse PDE-Constrained Optimization [Conference Poster]. https://www.osti.gov/biblio/1594669 Publication ID: 59296
  • Littlewood, D., van Bloemen Waanders, B., Hegde, A., Cook, A., & Cook, A. (2018). Computational Peridynamics with Application to Additively Manufactured Ceramics [Conference Poster]. https://www.osti.gov/biblio/1561567 Publication ID: 64116
  • van Bloemen Waanders, B. (2018). Optimal Control of the Laser Melting Process using Risk Averse Optimization [Conference Poster]. https://www.osti.gov/biblio/1806749 Publication ID: 63392
  • Chen, Y., Mazumdar, A., Brooks, C.F., van Bloemen Waanders, B., Bond, S., Nemer, M., & Nemer, M. (2018). Remote Distributed Vibration Sensing Through Opaque Media Using Permanent Magnets. IEEE Transactions on Magnetics, 54(6). https://doi.org/10.1109/TMAG.2018.2816578 Publication ID: 61748
  • Tikare, V., Abdeljawad, F., Silling, S., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2018). Numerical Simulation of Microstructural Evolution During Sintering [Conference Poster]. https://www.osti.gov/biblio/1527269 Publication ID: 62612
  • Roach, R.A., Bishop, J., Jared, B.H., Keicher, D., Cook, A., Whetten, S., Forrest, E.C., Stanford, J., Boyce, B., Johnson, K., Rodgers, T., Ford, K.R., Martinez, M.J., Moser, D., van Bloemen Waanders, B., Chandross, M., Abdeljawad, F., Allen, K., Stender, M., … Wilson, M. (2018). Changing the Engineering Design & Qualification Paradigm in Component Design & Manufacturing (Born Qualified) [Presentation]. https://www.osti.gov/biblio/1511987 Publication ID: 61923
  • Wildey, T., Butler, T., Jakeman, J., Seidl, D., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2018). Data-informed Multiscale Modeling of Additive Materials [Conference Poster]. https://www.osti.gov/biblio/1523778 Publication ID: 62297
  • Weiss, C., Beskardes, G., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2018). Hierarchical material property representation in finite element analysis: Convergence behavior and the electrostatic response of vertical fracture sets [Conference Poster]. https://doi.org/10.1190/segam2018-2998297.1 Publication ID: 61416
  • El-Kady, I., Reinke, C., van Bloemen Waanders, B., Ridzal, D., Su, M., Fitzpatrick, D., Chilton, R., & Chilton, R. (2018). COMPUTATIONAL TOOLS FOR FREE-FORM OPTIMIZATION OF LARGE-SCALE EnMat STRUCTURES [Presentation]. https://www.osti.gov/biblio/1525573 Publication ID: 61542
  • El-Kady, I., Reinke, C., van Bloemen Waanders, B., Ridzal, D., Su, M., Fitzpatrick, D., Chilton, R., & Chilton, R. (2018). MIRaGE Multiscale Inverse Rapid Group-theory for Engineered-metamaterials [Presentation]. https://www.osti.gov/biblio/1525574 Publication ID: 61543
  • Reinke, C., El-Kady, I., Reinke, C., van Bloemen Waanders, B., Ridzal, D., Su, M., Fitzpatrick, D., Chilton, R., & Chilton, R. (2018). FEMLITE: Rapid Electromagnetic Modeling of Periodic Metamaterial Structures [Presentation]. https://www.osti.gov/biblio/1575339 Publication ID: 61544
  • El-Kady, I., Reinke, C., van Bloemen Waanders, B., Ridzal, D., Su, M., Fitzpatrick, D., Chilton, R., & Chilton, R. (2018). A group theory approach to tailored optical properties of metamaterials [Presentation]. https://www.osti.gov/biblio/1525575 Publication ID: 61545
  • Seidl, D., van Bloemen Waanders, B., Wildey, T., & Wildey, T. (2018). Multiscale Interfaces for Large Scale Optimization [Conference Poster]. https://www.osti.gov/biblio/1525680 Publication ID: 61583
  • van Bloemen Waanders, B., Hart, J., & Hart, J. (2018). Sensitivity Analysis for Optimal Control [Conference Poster]. https://www.osti.gov/biblio/1501995 Publication ID: 61108
  • Salloum, M., Johnson, K., Bishop, J., van Bloemen Waanders, B., Karlson, K., Beresh, S., & Beresh, S. (2018). Alpert Wavelets for Data Analysis: Compression and Optimization [Conference Poster]. https://www.osti.gov/biblio/1505033 Publication ID: 61370
  • Parks, M., Turner, D., van Bloemen Waanders, B., Panchadhara, R., Gordon, P., & Gordon, P. (2018). Subsurface Applications for Peridynamics [Conference Poster]. https://www.osti.gov/biblio/1505286 Publication ID: 61389
  • Roach, R.A., Jared, B.H., Cook, A., Keicher, D., van Bloemen Waanders, B., Swiler, L., Seidl, D., Wildey, T., Whetten, S., & Whetten, S. (2018). Born Qualified EAB Telecon [Presentation]. https://www.osti.gov/biblio/1514821 Publication ID: 60282
  • Silling, S., Tikare, V., van Bloemen Waanders, B., Turner, D., & Turner, D. (2017). Peridynamic modeling of sintering [Conference Poster]. https://www.osti.gov/biblio/1483122 Publication ID: 54279
  • van Bloemen Waanders, B., Weiss, C., Antil, H., & Antil, H. (2017). Fractional Differential Operators to Detect Multiscale Geophysical Features [Conference Poster]. https://www.osti.gov/biblio/1470914 Publication ID: 58413
  • van Bloemen Waanders, B. (2017). Grand Challenge LDRD ?Born Qualified?: Integrate Data Modeling Optimization and UQ for Additive Manufacturing [Presentation]. https://www.osti.gov/biblio/1466541 Publication ID: 58125
  • Wildey, T., van Bloemen Waanders, B., Seidl, D., & Seidl, D. (2017). Adaptive Multiscale Modeling Using Generalized Mortar Methods [Conference Poster]. https://www.osti.gov/biblio/1513505 Publication ID: 57313
  • Wildey, T., van Bloemen Waanders, B., Seidl, D., & Seidl, D. (2017). Multiscale Modeling Using Mortar Methods [Conference Poster]. https://www.osti.gov/biblio/1458195 Publication ID: 56724
  • van Bloemen Waanders, B. (2017). Additive Manufacturing: Data Modeling and Optimization [Conference Poster]. https://www.osti.gov/biblio/1457105 Publication ID: 56947
  • van Bloemen Waanders, B. (2017). Optimization under uncertainty and Data Analysis for additive manufacturing [Conference Poster]. https://www.osti.gov/biblio/1367310 Publication ID: 56472
  • van Bloemen Waanders, B., Gorodetsky, A., & Gorodetsky, A. (2017). Optimization under uncertainty and high dimensional regression for additive manufacturing [Conference Poster]. https://www.osti.gov/biblio/1367311 Publication ID: 56473
  • Seidl, D., van Bloemen Waanders, B., Wildey, T., & Wildey, T. (2017). Multiscale Interfaces for Large Scale Optimization [Conference Poster]. https://www.osti.gov/biblio/1456522 Publication ID: 55715
  • Tezaur, I., Barone, M., Fike, J.A., Balajewicz, M., Arunajatesan, S., van Bloemen Waanders, B., Dowell, E., & Dowell, E. (2017). Approaches for building stable projection-based reduced order models for compressible flow [Presentation]. https://www.osti.gov/biblio/1456589 Publication ID: 55885
  • van Bloemen Waanders, B., Wildey, T., Seidl, D., Li, H., & Li, H. (2017). Multiscale optimization under uncertainty for additive manufacturing [Conference Poster]. https://www.osti.gov/biblio/1426379 Publication ID: 55236
  • Mazumdar, Y., Guba, O., Mazumdar, A., Brooks, C.F., Roberts, C., van Bloemen Waanders, B., Nemer, M., & Nemer, M. (2017). Wireless Temperature Sensing through Opaque Media using Permanent Magnets [Presentation]. https://www.osti.gov/biblio/1456381 Publication ID: 55560
  • Chen, Y., Guba, O., Brooks, C.F., Roberts, C., van Bloemen Waanders, B., Nemer, M., & Nemer, M. (2017). Remote Temperature Distribution Sensing Using Permanent Magnets. IEEE Transactions on Magnetics, 53(2). https://doi.org/10.1109/tmag.2016.2620964 Publication ID: 47346
  • Seidl, D., van Bloemen Waanders, B., Wildey, T., & Wildey, T. (2017). Simultaneous Estimation of Material Parameters and Neumann Boundary Conditions in a Linear Elastic Model by PDE-Constrained Optimization [Conference Poster]. https://www.osti.gov/biblio/1458297 Publication ID: 54920
  • van Bloemen Waanders, B., Wildey, T., Seidl, D., Li, H., & Li, H. (2017). Multiscale optimization under uncertainty [Presentation]. https://www.osti.gov/biblio/1458249 Publication ID: 55002
  • Weiss, C., Beskardes, G., Everett, M., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2016). Fractional Progress Toward Understanding the Fractional Diffusion Limit: The Electromagnetic Response of Spatially Correlated Geomaterials [Conference Poster]. https://www.osti.gov/biblio/1576197 Publication ID: 48171
  • Mazumdar, Y., Guba, O., Brooks, C.F., Roberts, C., van Bloemen Waanders, B., Nemer, M., & Nemer, M. (2016). Wireless Temperature Sensing Through Opaque Media and Enclosed Metal Vessels [Conference Poster]. https://www.osti.gov/biblio/1408946 Publication ID: 47712
  • Krebs, J., Ober, C., Smith, T., Overfelt, J., Collis, S., von Winckel, G., van Bloemen Waanders, B., Downey, N., Aldridge, D., & Aldridge, D. (2016). Synthetic study of raw-data FWI applied to visco-TTI-elastic data [Conference Poster]. https://doi.org/10.1190/segam2016-13841891.1 Publication ID: 47132
  • Mazumdar, Y., Mazumdar, Y., Guba, O., Guba, O., Brooks, C.F., Brooks, C.F., Roberts, C., Roberts, C., van Bloemen Waanders, B., van Bloemen Waanders, B., Nemer, M., Nemer, M., & Nemer, M. (2016). Wireless Temperature Sensing Using Permanent Magnets for Multiple Points Undergoing Repeatable Motions [Conference Poster]. https://www.osti.gov/biblio/1399324 Publication ID: 52713
  • van Bloemen Waanders, B. (2016). Multiscale Optimization under Uncertainty For Additive Manufacturing [Presentation]. https://www.osti.gov/biblio/1366839 Publication ID: 50686
  • Wildey, T., van Bloemen Waanders, B., Seidl, D., & Seidl, D. (2016). Uncertainty Quantification for Multiscale Mortar Methods [Conference Poster]. https://www.osti.gov/biblio/1368791 Publication ID: 50172
  • Wildey, T., van Bloemen Waanders, B., Seidl, D., Arbogast, T., Ganis, B., Girault, V., Pencheva, G., Wheeler, M., Xue, G., Yotov, I., Tavener, S., Vohralik, M., & Vohralik, M. (2016). Multiscale Mortar Methods: Theory Applications and Future Directions [Conference Poster]. https://www.osti.gov/biblio/1365248 Publication ID: 49573
  • van Bloemen Waanders, B., Wildey, T., Seidl, D., Li, H., & Li, H. (2016). Multiscale Optimization Under Uncertainty [Conference Poster]. https://www.osti.gov/biblio/1348106 Publication ID: 48990
  • Wildey, T., Cyr, E., Shadid, J.N., van Bloemen Waanders, B., Kouri, D.P., Bishop, J., Tavener, S., Butler, T., Prudhomme, S., Dawson, C., & Dawson, C. (2016). Utilizing Adjoint-Based Techniques to Improve the Accuracy and Reliability in Uncertainty Quantification [Conference Poster]. https://www.osti.gov/biblio/1345103 Publication ID: 48514
  • Ober, C., Smith, T., Overfelt, J., Collis, S., von Winckel, G., van Bloemen Waanders, B., Downey, N., Mitchell, S., Bond, S., Aldridge, D., Krebs, J.R., & Krebs, J.R. (2016). Visco-TTI-elastic FWI using discontinuous galerkin [Conference Poster]. SEG Technical Program Expanded Abstracts. https://doi.org/10.1190/segam2016-13847188.1 Publication ID: 47133
  • Chen, Y., Guba, O., Brooks, C.F., Roberts, C., van Bloemen Waanders, B., Nemer, M., & Nemer, M. (2016). Wireless temperature sensing using permanent magnets for multiple points undergoing repeatable motions [Conference Poster]. ASME 2016 Dynamic Systems and Control Conference, DSCC 2016. https://doi.org/10.1115/DSCC2016-9663 Publication ID: 50887
  • Brooks, C.F., Nemer, M., Stirrup, E., Miller, S., Guba, O., van Bloemen Waanders, B., Li, H., Buttacci, J., Roberts, C., & Roberts, C. (2015). Velocimetry Using Magnetic Particles [Conference Poster]. https://www.osti.gov/biblio/1530662 Publication ID: 45999
  • Ray, J., Lefantzi, S., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2015). Bayesian inference of the permeability field of a binary medium [Presentation]. https://www.osti.gov/biblio/1333266 Publication ID: 46102
  • Carlberg, K.T., Ray, J., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2015). Decreasing the temporal complexity for nonlinear, implicit reduced-order models by forecasting. Computer Methods in Applied Mechanics and Engineering, 289, pp. 79-103. https://doi.org/10.1016/j.cma.2015.02.013 Publication ID: 39210
  • Ray, J., Lee, J., Yadav, V., Lefantzi, S., Michalak, A.M., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2015). A sparse reconstruction method for the estimation of multi-resolution emission fields via atmospheric inversion. Geoscientific Model Development, 8(4), pp. 1259-1273. https://doi.org/10.5194/gmd-8-1259-2015 Publication ID: 37757
  • Tezaur, I., van Bloemen Waanders, B., Arunajatesan, S., Barone, M., Fike, J.A., & Fike, J.A. (2015). Stabilization of Projection-Based Reduced Order Models via Optimization-Based Eigenvalue Reassignment [Conference Poster]. https://www.osti.gov/biblio/1248705 Publication ID: 42980
  • van Bloemen Waanders, B., Kouri, D.P., Ridzal, D., Uryasef, S., & Uryasef, S. (2015). Optimization Under Uncertainty for Magnetic Confinement Fusion [Conference Poster]. https://www.osti.gov/biblio/1250731 Publication ID: 43211
  • Ridzal, D., Kouri, D.P., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2015). Integration of Approximate Schur Preconditioners and SQP Algorithms for Nonlinear PDE Optimization under Uncertainty [Conference Poster]. https://www.osti.gov/biblio/1882357 Publication ID: 42532
  • Ivey, M., Robinson, D., Boslough, M., Backus, G.A., Peterson, K., van Bloemen Waanders, B., Swiler, L., Desilets, D., Reinert, R., & Reinert, R. (2015). Arctic Climate Systems Analysis. https://doi.org/10.2172/1177602 Publication ID: 42803
  • Turner, D., van Bloemen Waanders, B., Parks, M., & Parks, M. (2015). Inverse problems in heterogeneous and fractured media using peridynamics. Journal of Mechanics of Materials and Structures, 10(5), pp. 573-590. https://doi.org/10.2140/jomms.2015.10.573 Publication ID: 38461
  • Kalashnikova, I., Barone, M., Arunajatesan, S., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2014). Construction of energy-stable projection-based reduced order models. Applied Mathematics and Computation, 249, pp. 569-596. https://doi.org/10.1016/j.amc.2014.10.073 Publication ID: 33696
  • Sargsyan, K., Najm, H.N., Safta, C., Michelsen, H.A., Bambha, R.P., Liu, Z., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2014). Density Estimation Framework for Model Error Assessmen [Presentation]. https://www.osti.gov/biblio/1504062 Publication ID: 39876
  • Walsh, T., Aquino, W., Ridzal, D., Kouri, D.P., van Bloemen Waanders, B., Urbina, A., & Urbina, A. (2014). Viscoelastic material inversion using Sierra-SD and ROL. https://doi.org/10.2172/1322276 Publication ID: 39391
  • Drohmann, M., Tuminaro, R., Boggs, P., Ray, J., van Bloemen Waanders, B., Carlberg, K.T., & Carlberg, K.T. (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
  • Liu, Z., Safta, C., Sargsyan, K., Najm, H.N., van Bloemen Waanders, B., LaFranchi, B., Ivey, M., Schrader, P., Michelsen, H.A., Bambha, R.P., & Bambha, R.P. (2014). Greenhouse Gas Source Attribution: Measurements Modeling and Uncertainty Quantification. https://doi.org/10.2172/1322290 Publication ID: 38662
  • Walsh, T., Aquino, W., Ridzal, D., Kouri, D.P., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2014). A massively parallel framework for source and material inverse problems in structural acoustics [Presentation]. https://www.osti.gov/biblio/1502315 Publication ID: 38263
  • Tezaur, I., Barone, M., Fike, J.A., Arunajatesan, S., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2014). Energy-Stable Galerkin Reduced Order Models for Nonlinear Compressible Flow [Presentation]. https://www.osti.gov/biblio/1496555 Publication ID: 37591
  • Ober, C., Smith, T., van Bloemen Waanders, B., Collis, S., & Collis, S. (2014). Large Scale Optimization for Non-Invasive Testing With Discontinuous Galerkin Methods [Presentation]. https://www.osti.gov/biblio/1496527 Publication ID: 37631
  • Lefantzi, S., Arunajatesan, S., Dechant, L., Lee, J., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2014). Addressing dimensionality and uncertainty in model calibration [Presentation]. https://www.osti.gov/biblio/1714507 Publication ID: 41090
  • Tezaur, I., Arunajatesan, S., Barone, M., van Bloemen Waanders, B., Fike, J.A., & Fike, J.A. (2014). Reduced Order Modeling for Prediction and Control of Large-Scale Systems. https://doi.org/10.2172/1177206 Publication ID: 41043
  • Tezaur, I., van Bloemen Waanders, B., Arunajatesan, S., Barone, M., & Barone, M. (2014). Stabilized projection-based reduced order models for uncertainty quantification [Conference]. https://www.osti.gov/biblio/1315692 Publication ID: 40058
  • Ridzal, D., Kouri, D.P., van Bloemen Waanders, B., & van Bloemen Waanders, B. (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
  • Tezaur, I., van Bloemen Waanders, B., Arunajatesan, S., Barone, M., & Barone, M. (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
  • Ray, J., van Bloemen Waanders, B., & van Bloemen Waanders, B. (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
  • Ray, J., Lee, J., Lefantzi, S., van Bloemen Waanders, B., & van Bloemen Waanders, B. (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
  • Tezaur, I., van Bloemen Waanders, B., Arunajatesan, S., Barone, M., & Barone, M. (2013). Stabilization of Projection-Based Reduced Order Models via Optimization-Based Eigenvalue Reassignment. CMAME. https://www.osti.gov/biblio/1111386 Publication ID: 35820
  • Tezaur, I., van Bloemen Waanders, B., Arunajatesan, S., & Arunajatesan, S. (2013). Stabilization of Galerkin Reduced Order Models (ROMs) for LTI Systems Using Controllers [Conference]. https://www.osti.gov/biblio/1106863 Publication ID: 34400
  • van Bloemen Waanders, B. (2013). Development High-Performance Computing Capabilities for Non-Invasive Testing of Nuclear Weapons Systems [Presentation]. https://www.osti.gov/biblio/1666078 Publication ID: 34433
  • Jones, K., Knox, H., van Bloemen Waanders, B., Ober, C., Romero, L., & Romero, L. (2013). Copy of Designing a continuous infrasound resonator source for fine scale sampling of atmospheric properties [Presentation]. https://www.osti.gov/biblio/1661756 Publication ID: 34264
  • Barone, M., Arunajatesan, S., van Bloemen Waanders, B., Tezaur, I., & Tezaur, I. (2013). Construction of energy-stable Galerkin reduced order models. https://doi.org/10.2172/1088071 Publication ID: 33635
  • Ray, J., Lee, J., Lefantzi, S., van Bloemen Waanders, B., & van Bloemen Waanders, B. (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
  • Arunajatesan, S., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2013). Energy-Stable Galerkin Reduced Order Models for Prediction and Control of Fluid Systems [Conference]. https://www.osti.gov/biblio/1145319 Publication ID: 32216
  • Liu, Z., Safta, C., Sargsyan, K., van Bloemen Waanders, B., Bambha, R.P., Michelsen, H.A., & Michelsen, H.A. (2012). Verifying fossil fuel CO2 emissions with CMAQ [Conference]. https://www.osti.gov/biblio/1295396 Publication ID: 26335
  • Bambha, R.P., Liu, Z., Safta, C., Sargsyan, K., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2012). Verifying fossil fuel CO2 emissions with CMAQ [Conference]. https://www.osti.gov/biblio/1072623 Publication ID: 30629
  • Ridzal, D., van Bloemen Waanders, B., & van Bloemen Waanders, B. (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
  • Ray, J., van Bloemen Waanders, B., Mckenna, S., & Mckenna, S. (2012). Solving inverse problems with quantified uncertainty [Presentation]. https://www.osti.gov/biblio/1647768 Publication ID: 30083
  • Liu, Z., Safta, C., Sargsyan, K., van Bloemen Waanders, B., Debusschere, B., Najm, H.N., Bambha, R.P., & Bambha, R.P. (2012). Uncertainty Analysis and Bayesian Inference of Emissions and Transport from Urban Areas [Conference]. https://www.osti.gov/biblio/1073293 Publication ID: 29491
  • Ray, J., van Bloemen Waanders, B., Mckenna, S., & Mckenna, S. (2012). Estimation of Anthropogenic CO2 Emissions from Sparse Measurements [Presentation]. https://www.osti.gov/biblio/1647765 Publication ID: 29657
  • van Bloemen Waanders, B., Ray, J., & Ray, J. (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
  • Ray, J., Lefantzi, S., Mckenna, S., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2012). Bayesian estimation of multiscale structures in a binary medium from sparse observations [Conference]. https://www.osti.gov/biblio/1067814 Publication ID: 28350
  • Ray, J., van Bloemen Waanders, B., Mckenna, S., & Mckenna, S. (2012). Estimation of multiscale fields representing anthropogenic CO2 emissions from sparse observations [Conference]. https://www.osti.gov/biblio/1117565 Publication ID: 27414
  • Ray, J., Lefantzi, S., Mckenna, S., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2012). BAYESIAN ESTIMATION OF MULTISCALE STRUCTURES IN A BINARY MEDIUM FROM SPARSE OBSERVATIONS [Conference]. https://www.osti.gov/biblio/1145349 Publication ID: 26737
  • van Bloemen Waanders, B. (2012). Low dimensional models for estimation of anthropogenic CO2 emissions from atmospheric observations [Presentation]. https://www.osti.gov/biblio/1660820 Publication ID: 25791
  • Safta, C., Sargsyan, K., Bambha, R.P., Michelsen, H.A., Debusschere, B., Najm, H.N., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2011). Efficient Source Inversion Methodologies using Regional Transport Models [Conference]. https://www.osti.gov/biblio/1106861 Publication ID: 25603
  • Lefantzi, S., Mckenna, S., Ray, J., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2011). Bayesian inference of multiscale structures in porous media [Conference]. https://www.osti.gov/biblio/1143904 Publication ID: 25515
  • Lefantzi, S., Klise, K., Salazar, L., Mckenna, S., van Bloemen Waanders, B., Ray, J., & Ray, J. (2011). Bayesian data assimilation for stochastic multiscale models of transport in porous media. https://doi.org/10.2172/1030232 Publication ID: 24486
  • Ray, J., van Bloemen Waanders, B., Lefantzi, S., & Lefantzi, S. (2011). Estimation of finescale conductivity fields from multiscale observations [Conference]. https://www.osti.gov/biblio/1288661 Publication ID: 24448
  • Mckenna, S., van Bloemen Waanders, B., Ray, J., & Ray, J. (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
  • Mckenna, S., Ray, J., Marzouk, Y., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2011). Truncated multiGaussian fields and effective conductance of binary media. Advances in Water Resources. https://doi.org/10.2172/1011620 Publication ID: 21165
  • Ober, C., van Bloemen Waanders, B., Collis, S., & Collis, S. (2011). On water column effects on source signature inversion in marine seismic acquisition [Conference]. https://www.osti.gov/biblio/1289625 Publication ID: 22239
  • Ray, J., van Bloemen Waanders, B., Mckenna, S., & Mckenna, S. (2011). Multiscale spatial models for representing anthropogenic CO2 emissions [Conference]. https://www.osti.gov/biblio/1120629 Publication ID: 21988
  • Ray, J., van Bloemen Waanders, B., Mckenna, S., & Mckenna, S. (2010). The effect of error models in the multiscale inversion of binary permeability fields [Conference]. https://www.osti.gov/biblio/1038997 Publication ID: 21068
  • Mckenna, S., Ray, J., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2010). Posterior predictive modeling using multi-scale stochastic inverse parameter estimates [Conference]. https://www.osti.gov/biblio/1038166 Publication ID: 21106
  • Collis, S., Ober, C., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2010). Unstructured Discontinuous Galerkin for Seismic Inversion [Conference]. https://www.osti.gov/biblio/1282172 Publication ID: 20341
  • van Bloemen Waanders, B., Mckenna, S., & Mckenna, S. (2010). Multiscale Bayesian reconstruction of binary permeability fields from sparse static and dynamic data [Conference]. https://www.osti.gov/biblio/1019074 Publication ID: 18537
  • Collis, S., Ober, C., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2010). Unstructured discontinuous Galerkin for seismic inversion [Conference]. https://www.osti.gov/biblio/992319 Publication ID: 17812
  • van Bloemen Waanders, B., Mckenna, S., Ray, J., & Ray, J. (2009). multiscale Bayesian inversion of binary permeability fields from static and dynamic observations [Conference]. https://www.osti.gov/biblio/1141480 Publication ID: 17103
  • van Bloemen Waanders, B. (2009). Integrating error estimation, adaptivity, and optimization [Conference]. https://www.osti.gov/biblio/1055627 Publication ID: 16428
  • Barone, M., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2009). Low-dimensional modeling for spatial developing free shear layers [Conference]. https://www.osti.gov/biblio/957643 Publication ID: 15565
  • Mckenna, S., Vugrin, E., Hart, W., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2008). Automated Contaminant Source Location [Conference]. https://www.osti.gov/biblio/1142946 Publication ID: 13984
  • van Bloemen Waanders, B. (2007). PDE Constrained Optimization Using Efficient High Level Abstraction-Based Simulation tools [Conference]. https://www.osti.gov/biblio/1147507 Publication ID: 10985
  • van Bloemen Waanders, B. (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
  • van Bloemen Waanders, B., Long, K., Hill, J., & Hill, J. (2007). Towards an optimal control approach for drinking water decontamination [Conference]. https://www.osti.gov/biblio/913234 Publication ID: 10492
  • van Bloemen Waanders, B. (2007). Large Scale Optimization: Simulataneous Analysis aNd Design (SAND) [Presentation]. https://www.osti.gov/biblio/1724372 Publication ID: 9244
  • Cooper, S., Elbring, G., Jakaboski, B., Lorenz, J., Mani, S., Normann, R., Rightley, M., van Bloemen Waanders, B., Weiss, C., & Weiss, C. (2006). Analysis of real-time reservoir monitoring : reservoirs, strategies, & modeling. https://doi.org/10.2172/966614 Publication ID: 8540
  • Ho, C., Mckenna, S., Wright, J.L., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2006). Contaminant Mixing at Pipe Joints in a Small-Scale Network: Comparison Between Experiments and Computational Fluid Dynamics Models [Conference]. https://www.osti.gov/biblio/1264095 Publication ID: 7287
  • van Bloemen Waanders, B. (2006). Large Scale Intrusive Optimization and Applications [Presentation]. https://www.osti.gov/biblio/1729811 Publication ID: 7305
  • van Bloemen Waanders, B., Webb, S., & Webb, S. (2006). HIGH FIDELITY COMPUTATIONAL FLUID DYNAMICS FOR MIXING IN WATER DISTRIBUTION SYSTEMS [Conference]. https://www.osti.gov/biblio/1264430 Publication ID: 7365
  • van Bloemen Waanders, B. (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
  • O’Hern, T., Hammond, G., Orear, L., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2005). Physical Modeling of Scaled Water Distribution System Networks. https://doi.org/10.2172/1143374 Publication ID: 6145
  • Shadid, J.N., van Bloemen Waanders, B., Bartlett, R., & Bartlett, R. (2004). Development of transport/inversion algorithms and capabilities for countermeasures to chem/bio/rad attacks in support of homeland security [Conference]. https://www.osti.gov/biblio/957214 Publication ID: 2970
  • van Bloemen Waanders, B., van Bloemen Waanders, B., Bartlett, R., & Bartlett, R. (2003). Nonlinear programming strategies for source detection of municipal water networks [Conference]. https://www.osti.gov/biblio/915151 Publication ID: 1758
  • Bartlett, R., Bartlett, R., van Bloemen Waanders, B., Heroux, M., & Heroux, M. (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
  • van Bloemen Waanders, B., Bartlett, R., Long, K., Boggs, P., Salinger, A., & Salinger, A. (2002). Large Scale Non-Linear Programming for PDE Constrained Optimization. https://doi.org/10.2172/805833 Publication ID: 1570
  • Eldred, M., Giunta, A., van Bloemen Waanders, B., Wojtkiewicz, S., Hart, W., & Hart, W. (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) [Presentation]. https://doi.org/10.2172/798491 Publication ID: 1358
  • Eldred, M., Giunta, A., van Bloemen Waanders, B., Wojtkiewicz, S., Hart, W., Giunta, A., & Giunta, A. (2002). DAKOTA, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis Version 3.0 [Presentation]. https://doi.org/10.2172/800774 Publication ID: 1386
  • Salinger, A., Pawlowski, R., Shadid, J.N., van Bloemen Waanders, B., & van Bloemen Waanders, B. (2001). rSQP Optimization of Large-Scale Reacting Flow Applications with MPSalsa [Conference]. https://www.osti.gov/biblio/784045 Publication ID: 1227
  • Eldred, M., Giunta, A., van Bloemen Waanders, B., Wojtkiewicz, S., Hart, W., & Hart, W. (2001). DAKOTA, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis Version 3.0 Reference Manual [Presentation]. https://doi.org/10.2172/798492 Publication ID: 1359
Showing 10 of 159 publications.