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Boris Krämer

Department of Mechanical and Aerospace Engineering

24H-index
129Paper Count
2.4KCitation Count
Published Papers 26
Publication Date
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Reduced-order modeling for engineering systems: survey and opportunities for digital twins
errStructural and Multidisciplinary Optimization
IF4
err2026-05-22
err0
errOAAI
errBoris Kramer; Elizabeth Qian
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Systems modeling and uncertainty quantification of AMP-activated protein kinase signaling
errnpj Systems Biology and Applications
IF3.5
err2025-10-14
err0
errOAAI
errNathaniel Linden-Santangeli; Jin Zhang; Boris Kramer; Padmini Rangamani
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Risk-based design optimization for powder bed fusion metal additive manufacturing
errStructural and Multidisciplinary Optimization
IF4
err2025-09-11
err0
errOAAI
errYulin Guo; Boris Kramer
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errSave
Robust design optimization with limited data for char combustion
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2025-03-01
err0
PREAI
errGuo, Yulin; Lee, Dongjin; Kramer, Boris
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Conservative closures of the Vlasov-Poisson equations based on symmetrically weighted Hermite spectral expansion
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-03-01
err0
errOAAI
errIssan, Opal; Koshkarov, Oleksandr; Halpern, Federico D.; Kramer, Boris; Delzanno, Gian Luca
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Anti-symmetric and positivity preserving formulation of a spectral method for Vlasov-Poisson equations
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-10-01
err2
errOAAI
errIssan, Opal; Koshkarov, Oleksandr; Halpern, Federico D.; Kramer, Boris; Delzanno, Gian Luca
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errSave
Bayesian identification of nonseparable Hamiltonians with multiplicative noise using deep learning and reduced-order modeling
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-10-01
err0
errOAAI
errGalioto, Nicholas; Sharma, Harsh; Kramer, Boris; Gorodetsky, Alex Arkady
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Global sensitivity analysis with limited data via sparsity-promoting D-MORPH regression: Application to char combustion
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-08-01
err2
errOAAI
errLee, Dongjin; Lavichant, Elle; Kramer, Boris
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errSave
Scalable computation of energy functions for nonlinear balanced truncation
errCURRENT OPINION IN CHEMICAL ENGINEERING
IF6.8
err2024-07-01
err0
errOAAI
errKramer, Boris; Gugercin, Serkan; Borggaard, Jeff; Balicki, Linus
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errSave
Gradient preserving Operator Inference: Data-driven reduced-order models for equations with gradient structure
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-07-01
err0
errOAAI
errGeng, Yuwei; Singh, Jasdeep; Ju, Lili; Kramer, Boris; Wang, Zhu
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Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-04-01
err3
errOAAI
errSharma, Harsh; Najera-Flores, David A.; Todd, Michael D.; Kramer, Boris
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errSave
Learning Nonlinear Reduced Models from Data with Operator Inference
errANNUAL REVIEW OF FLUID MECHANICS
IF30.2
err2024-01-19
err13
PREAI
errKramer, Boris; Peherstorfer, Benjamin; Willcox, Karen E.
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errSave
Symplectic model reduction of Hamiltonian systems using data-driven quadratic manifolds
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-12-01
err7
errOAAI
errSharma, Harsh; Mu, Hongliang; Buchfink, Patrick; Geelen, Rudy; Glas, Silke; Kramer, Boris
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Bayesian parameter estimation for the inclusion of uncertainty in progressive damage simulation of composites
errCOMPOSITE STRUCTURES
IF7.1
err2023-10-01
err10
errOAAI
errReiner, Johannes; Linden, Nathaniel; Vaziri, Reza; Zobeiry, Navid; Kramer, Boris
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errSave
Bayesian Inference and Global Sensitivity Analysis for Ambient Solar Wind Prediction
errSPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS
IF3.5
err2023-09-11
err6
errOAAI
errIssan, Opal; Riley, Pete; Camporeale, Enrico; Kramer, Boris
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errSave
Multifidelity conditional value-at-risk estimation by dimensionally decomposed generalized polynomial chaos-Kriging
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-07-01
err2
errOAAI
errLee, Dongjin; Kramer, Boris
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errSave
Bi-fidelity conditional value-at-risk estimation by dimensionally decomposed generalized polynomial chaos expansion
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2023-02-01
err5
PREAI
errLee, Dongjin; Kramer, Boris
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errSave
Physics-informed regularization and structure preservation for learning stable reduced models from data with operator inference
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err11
errOAAI
errSawant, Nihar; Kramer, Boris; Peherstorfer, Benjamin
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errSave
Predicting solar wind streams from the inner-heliosphere to Earth via shifted operator inference
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-01-01
err15
errOAAI
errIssan, Opal; Kramer, Boris
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errSave
INTERPOLATORY METHODS FOR MODEL REDUCTION
errIEEE CONTROL SYSTEMS MAGAZINE
IF6.3
err2022-12-01
err0
errOAAI
errKramer, Boris; Willcox, Karen E.; Antoulas, A. C.; Beattie, C. A.; Gugercin, S.
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Research Directions

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Co-authors
Cooperation Journals
P
Peter Benner
H-index: 69 · Papers: 1.2K
P
Pete Riley
H-index: 65 · Papers: 507
K
Karen Willcox
H-index: 58 · Papers: 361
M
Michael D. Todd
H-index: 49 · Papers: 475
L
Lili Ju
H-index: 45 · Papers: 284
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