Alex Gorodetsky
University of Michigan
H-index: 15
North America-United States
Top articles of Alex Gorodetsky
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Bayesian identification of nonseparable Hamiltonians with multiplicative noise using deep learning and reduced-order modeling | arXiv preprint arXiv:2401.12476 | Nicholas Galioto Harsh Sharma Boris Kramer Alex Arkady Gorodetsky | 2024/1/23 |
A Bi-fidelity Strategy for Optimization under Uncertainty with Applications to Aircraft Trajectory Optimization | Thomas Dixon Alex Gorodetsky | 2024 | |
An incremental tensor train decomposition algorithm | SIAM Journal on Scientific Computing | Doruk Aksoy David J Gorsich Shravan Veerapaneni Alex A Gorodetsky | 2024/4/30 |
Optimal Experimental Design for Inferring Anomalous Electron Transport in a Hall Thruster | Madison G Allen Thomas A Marks Joshua Eckels Alex Gorodetsky Benjamin Jorns | 2024 | |
Simulation of Vacuum Chamber Pressure Distribution with Surrogate Modeling and Uncertainty Quantification | Charles Lipscomb Iain D Boyd Kaelan B Hansson Joshua Eckels Alex Gorodetsky | 2024 | |
Likelihood-based generalization of Markov parameter estimation and multiple shooting objectives in system identification | arXiv preprint arXiv:2212.13902 | Nicholas Galioto Alex Arkady Gorodetsky | 2022/12/20 |
Grouped approximate control variate estimators | arXiv preprint arXiv:2402.14736 | Alex A Gorodetsky John D Jakeman Michael S Eldred | 2024/2/22 |
Covariance Expressions for Multi-Fidelity Sampling with Multi-Output, Multi-Statistic Estimators: Application to Approximate Control Variates | arXiv preprint arXiv:2310.00125 | Thomas O Dixon James E Warner Geoffrey F Bomarito Alex A Gorodetsky | 2023/9/29 |
Control variate polynomial chaos: Optimal fusion of sampling and surrogates for multifidelity uncertainty quantification | International Journal for Uncertainty Quantification | Hang Yang Yuji Fujii Kon-Well Wang Alex A Gorodetsky | 2023 |
Multifidelity uncertainty quantification with models based on dissimilar parameters | Computer Methods in Applied Mechanics and Engineering | Xiaoshu Zeng Gianluca Geraci Michael S Eldred John D Jakeman Alex A Gorodetsky | 2023 |
Strategies for Automation of Model Tuning in Multi-fidelity Trajectory Uncertainty Propagation | Marten Thompson Gianluca Geraci Geoffrey Bomarito James Warner Patrick Leser | 2023 | |
Online Parameter Estimation Within Trajectory Optimization for Dynamic Soaring | Carleen A McKenna Alex Gorodetsky | 2023 | |
Improving Bayesian networks multifidelity surrogate construction with basis adaptation | Xiaoshu Zeng Gianluca Geraci Alex Gorodetsky John Jakeman Michael S Eldred | 2023 | |
High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition | Hadi Salehi Alex Gorodetsky Roya Solhmirzaei Pengcheng Jiao | 2023/10/1 | |
Optimal experimental design to learn reduced-fidelity models for porous electrosprays | Joshua Eckels Collin B Whittaker Benjamin Jorns Alex Gorodetsky | 2023 | |
Reverse-mode differentiation in arbitrary tensor network format: with application to supervised learning | Journal of Machine Learning Research | Alex A Gorodetsky Cosmin Safta John D Jakeman | 2022 |
A Moment-Based Model of Multi-Site Emission for Porous Electrosprays | Collin B Whittaker Joshua Eckels Alex A Gorodetsky Benjamin A Jorns | 2022/6/19 | |
Adaptive experimental design for multi‐fidelity surrogate modeling of multi‐disciplinary systems | International Journal for Numerical Methods in Engineering | JD Jakeman S Friedman M Eldred L Tamellini AA Gorodetsky | 2022 |
Inverse design of self-oscillatory gels through deep learning | Neural Computing and Applications | Doruk Aksoy Silas Alben Robert D Deegan Alex A Gorodetsky | 2022/5 |
Ensemble Approximate Control Variate Estimators: Applications to MultiFidelity Importance Sampling | SIAM/ASA Journal on Uncertainty Quantification | Trung Pham Alex A Gorodetsky | 2022/9/30 |
Co-Authors
