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B
Boris Krämer
Department of Mechanical and Aerospace Engineering
24
H指数
129
论文数
2.4K
被引数
0
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26
发表时间
发表时间
IF
被引数
Reduced-order modeling for engineering systems: survey and opportunities for digital twins
工程系统降阶建模:综述与数字孪体的机遇
Structural and Multidisciplinary Optimization
IF
4
2026-05-22
0
OA
AI
Boris Kramer; Elizabeth Qian
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Systems modeling and uncertainty quantification of AMP-activated protein kinase signaling
AMP激活蛋白激酶信号通路的系统建模与不确定性量化
npj Systems Biology and Applications
IF
3.5
2025-10-14
0
OA
AI
Nathaniel Linden-Santangeli; Jin Zhang; Boris Kramer; Padmini Rangamani
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Risk-based design optimization for powder bed fusion metal additive manufacturing
基于风险的粉末床熔融金属增材制造设计优化
Structural and Multidisciplinary Optimization
IF
4
2025-09-11
0
OA
AI
Yulin Guo; Boris Kramer
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Robust design optimization with limited data for char combustion
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF
4
2025-03-01
0
PRE
AI
Guo, Yulin; Lee, Dongjin; Kramer, Boris
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Conservative closures of the Vlasov-Poisson equations based on symmetrically weighted Hermite spectral expansion
基于对称加权Hermite谱展开的vlasov-poisson方程的保守闭包
JOURNAL OF COMPUTATIONAL PHYSICS
IF
3.8
2025-03-01
0
OA
AI
Issan, 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
Vlasov-poisson方程谱方法的反对称和正保持公式
JOURNAL OF COMPUTATIONAL PHYSICS
IF
3.8
2024-10-01
2
OA
AI
Issan, Opal; Koshkarov, Oleksandr; Halpern, Federico D.; Kramer, Boris; Delzanno, Gian Luca
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Bayesian identification of nonseparable Hamiltonians with multiplicative noise using deep learning and reduced-order modeling
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2024-10-01
0
OA
AI
Galioto, 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
JOURNAL OF COMPUTATIONAL PHYSICS
IF
3.8
2024-08-01
2
OA
AI
Lee, Dongjin; Lavichant, Elle; Kramer, Boris
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Scalable computation of energy functions for nonlinear balanced truncation
CURRENT OPINION IN CHEMICAL ENGINEERING
IF
6.8
2024-07-01
0
OA
AI
Kramer, Boris; Gugercin, Serkan; Borggaard, Jeff; Balicki, Linus
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Gradient preserving Operator Inference: Data-driven reduced-order models for equations with gradient structure
梯度保持算子推理: 具有梯度结构的方程的数据驱动的降阶模型
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2024-07-01
0
OA
AI
Geng, 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
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2024-04-01
3
OA
AI
Sharma, Harsh; Najera-Flores, David A.; Todd, Michael D.; Kramer, Boris
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Learning Nonlinear Reduced Models from Data with Operator Inference
ANNUAL REVIEW OF FLUID MECHANICS
IF
30.2
2024-01-19
13
PRE
AI
Kramer, Boris; Peherstorfer, Benjamin; Willcox, Karen E.
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Symplectic model reduction of Hamiltonian systems using data-driven quadratic manifolds
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2023-12-01
7
OA
AI
Sharma, 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
COMPOSITE STRUCTURES
IF
7.1
2023-10-01
10
OA
AI
Reiner, Johannes; Linden, Nathaniel; Vaziri, Reza; Zobeiry, Navid; Kramer, Boris
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Bayesian Inference and Global Sensitivity Analysis for Ambient Solar Wind Prediction
SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS
IF
3.5
2023-09-11
6
OA
AI
Issan, Opal; Riley, Pete; Camporeale, Enrico; Kramer, Boris
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Multifidelity conditional value-at-risk estimation by dimensionally decomposed generalized polynomial chaos-Kriging
RELIABILITY ENGINEERING & SYSTEM SAFETY
IF
11
2023-07-01
2
OA
AI
Lee, Dongjin; Kramer, Boris
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Bi-fidelity conditional value-at-risk estimation by dimensionally decomposed generalized polynomial chaos expansion
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF
4
2023-02-01
5
PRE
AI
Lee, Dongjin; Kramer, Boris
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Physics-informed regularization and structure preservation for learning stable reduced models from data with operator inference
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2023-02-01
11
OA
AI
Sawant, Nihar; Kramer, Boris; Peherstorfer, Benjamin
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Predicting solar wind streams from the inner-heliosphere to Earth via shifted operator inference
JOURNAL OF COMPUTATIONAL PHYSICS
IF
3.8
2023-01-01
15
OA
AI
Issan, Opal; Kramer, Boris
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INTERPOLATORY METHODS FOR MODEL REDUCTION
IEEE CONTROL SYSTEMS MAGAZINE
IF
6.3
2022-12-01
0
OA
AI
Kramer, Boris; Willcox, Karen E.; Antoulas, A. C.; Beattie, C. A.; Gugercin, S.
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P
Peter Benner
H 指数: 69 · 论文数: 1.2K
P
Pete Riley
H 指数: 65 · 论文数: 507
K
Karen Willcox
H 指数: 58 · 论文数: 361
M
Michael D. Todd
H 指数: 49 · 论文数: 478
L
Lili Ju
H 指数: 45 · 论文数: 287
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