Boris Kramer
University of California, San Diego
H-index: 19
North America-United States
Top articles of Boris Kramer
Scalable computation of energy functions for nonlinear balanced truncation
Computer Methods in Applied Mechanics and Engineering
2024/7/1
Preserving Lagrangian structure in data-driven reduced-order modeling of large-scale dynamical systems
Physica D: Nonlinear Phenomena
2024/6/1
Harsh Sharma
H-Index: 1
Boris Kramer
H-Index: 12
Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems
Computer Methods in Applied Mechanics and Engineering
2024/4/1
Harsh Sharma
H-Index: 1
Boris Kramer
H-Index: 12
Exact and Optimal Quadratization of Nonlinear Finite-Dimensional Nonautonomous Dynamical Systems
SIAM Journal on Applied Dynamical Systems
2024/3/31
Gleb Pogudin
H-Index: 6
Boris Kramer
H-Index: 12
Bayesian identification of nonseparable Hamiltonians with multiplicative noise using deep learning and reduced-order modeling
arXiv preprint arXiv:2401.12476
2024/1/23
Gradient Preserving Operator Inference: Data-Driven Reduced-Order Models for Equations with Gradient Structure
arXiv preprint arXiv:2401.12138
2024/1/22
Learning nonlinear reduced models from data with operator inference
2024/1/19
Boris Kramer
H-Index: 12
Benjamin Peherstorfer
H-Index: 21
Anti-symmetric and Positivity Preserving Formulation of a Spectral Method for Vlasov-Poisson Equations
arXiv preprint arXiv:2312.05439
2023/12/9
Boris Kramer
H-Index: 12
Bayesian parameter estimation for the inclusion of uncertainty in progressive damage simulation of composites
Composite Structures
2023/10/1
Full-Body Optimal Control of a Swimming Soft Robot Enabled by Data-Driven Model Reduction
Southern California Robotics Symposium
2023
Bayesian Inference and Global Sensitivity Analysis for Ambient Solar Wind Prediction
Space Weather
2023/9/11
Boris Kramer
H-Index: 12
Symplectic model reduction of Hamiltonian systems using data-driven quadratic manifolds
Computer Methods in Applied Mechanics and Engineering
2023/12/1
Global sensitivity analysis in the limited data setting with application to char combustion
arXiv preprint arXiv:2307.07486
2023/7/14
Dongjin Lee
H-Index: 1
Boris Kramer
H-Index: 12
Multifidelity conditional value-at-risk estimation by dimensionally decomposed generalized polynomial chaos-Kriging
Reliability Engineering & System Safety
2023/7/1
Dongjin Lee
H-Index: 1
Boris Kramer
H-Index: 12
An approximate control variates approach to multifidelity distribution estimation
arXiv preprint arXiv:2303.06422
2023/3/11
Nonlinear Balanced Truncation: Part 2--Model Reduction on Manifolds
arXiv preprint arXiv:2302.02036
2023/2/4
Bi-fidelity conditional value-at-risk estimation by dimensionally decomposed generalized polynomial chaos expansion
Structural and Multidisciplinary Optimization
2023/2
Dongjin Lee
H-Index: 1
Boris Kramer
H-Index: 12
Physics-informed regularization and structure preservation for learning stable reduced models from data with operator inference
Computer Methods in Applied Mechanics and Engineering
2023/2/1
Boris Kramer
H-Index: 12
Benjamin Peherstorfer
H-Index: 21
Predicting solar wind streams from the inner-heliosphere to earth via shifted operator inference
Journal of Computational Physics
2023/1/15
Boris Kramer
H-Index: 12
Balanced truncation model reduction for lifted nonlinear systems
Realization and Model Reduction of Dynamical Systems-A Festschrift in Honor of the 70 th Birthday of Thanos Antoulas
2022
Boris Kramer
H-Index: 12
Co-Authors
