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1

A continuous analogue of the tensor-train decomposition

Gorodetsky, Alex, Karaman, Sertac, Marzouk, Youssef

Journal:

Computer Methods in Applied Mechanics and Engineering

Year:

2018

Language:

english

File:

PDF, 848 KB

english, 2018

2

[IEEE 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Berlin, Germany (2019.7.23-2019.7.27)] 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Speaker diarization during noisy clinical diagnoses of autism

Gorodetski, Alex, Dinstein, Ilan, Zigel, Yaniv

Year:

2019

Language:

english

File:

PDF, 778 KB

english, 2019

3

Mercer Kernels and Integrated Variance Experimental Design: Connections Between Gaussian Process Regression and Polynomial Approximation

Gorodetsky, Alex, Marzouk, Youssef

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2016

Language:

english

File:

PDF, 1.08 MB

english, 2016

4

Bayesian system ID: optimal management of parameter, model, and measurement uncertainty

Galioto, Nicholas, Gorodetsky, Alex Arkady

Journal:

Nonlinear Dynamics

Year:

2020

File:

PDF, 3.90 MB

2020

5

[IEEE 2018 IEEE International Conference on Robotics and Automation (ICRA) - Brisbane, Australia (2018.5.21-2018.5.25)] 2018 IEEE International Conference on Robotics and Automation (ICRA) - Visual-Inertial Navigation Algorithm Development Using Photorealistic Camera Simulation in the Loop

Sayre-McCord, Thomas, Guerra, Winter, Antonini, Amado, Arneberg, Jasper, Brown, Austin, Cavalheiro, Guilherme, Fang, Yajun, Gorodetsky, Alex, McCoy, Dave, Quilter, Sebastian, Riether, Fabian, Tal, Ezr

Year:

2018

Language:

english

File:

PDF, 1.57 MB

english, 2018

6

Adaptive multiâindex collocation for uncertainty quantification and sensitivity analysis

Jakeman, John D., Eldred, Michael S., Geraci, Gianluca, Gorodetsky, Alex

Journal:

International Journal for Numerical Methods in Engineering

Year:

2020

File:

PDF, 250 KB

2020

7

[American Institute of Aeronautics and Astronautics 2018 AIAA Non-Deterministic Approaches Conference - Kissimmee, Florida ()] 2018 AIAA Non-Deterministic Approaches Conference - Correction: Multilevel-Multidelity Approaches for Forward UQ in the DARPA SEQUOIA project

Eldred, Michael S., Geraci, Gianluca, Gorodetsky, Alex, Jakeman, John

Language:

english

File:

PDF, 498 KB

english

8

[American Institute of Aeronautics and Astronautics AIAA Propulsion and Energy 2020 Forum - VIRTUAL EVENT ()] AIAA Propulsion and Energy 2020 Forum - Quantifying Uncertainty in the Scaling Laws of Porous Electrospray Emitters

Whittaker, Collin B., Gorodetsky, Alex, Jorns, Benjamin

File:

PDF, 1.21 MB

9

Gradient-based Optimization for Regression in the Functional Tensor-Train Format

Gorodetsky, Alex, Jakeman, John D.

Journal:

Journal of Computational Physics

Year:

2018

Language:

english

File:

PDF, 599 KB

english, 2018

10

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - Automated synthesis of low-rank control systems from sc-LTL specifications using tensor-train decompositions

Alora, John Irvin, Gorodetsky, Alex, Karaman, Sertac, Marzouk, Youssef, Lowry, Nathan

Year:

2016

Language:

english

File:

PDF, 813 KB

english, 2016

11

[IEEE 2018 Annual American Control Conference (ACC) - Milwaukee, WI, USA (2018.6.27-2018.6.29)] 2018 Annual American Control Conference (ACC) - Continuous Tensor Train-Based Dynamic Programming for High-Dimensional Zero-Sum Differential Games

Tal, Ezra, Gorodetsky, Alex, Karaman, Sertac

Year:

2018

Language:

english

File:

PDF, 630 KB

english, 2018

12

High-dimensional stochastic optimal control using continuous tensor decompositions

Gorodetsky, Alex, Karaman, Sertac, Marzouk, Youssef

Journal:

Internatinal Journal of Robotics Research

Year:

2018

Language:

english

File:

PDF, 4.30 MB

english, 2018

13

[American Institute of Aeronautics and Astronautics 2018 AIAA Non-Deterministic Approaches Conference - Kissimmee, Florida ()] 2018 AIAA Non-Deterministic Approaches Conference - Multilevel-Multidelity Approaches for Forward UQ in the DARPA SEQUOIA project

Eldred, Michael S., Geraci, Gianluca, Gorodetsky, Alex, Jakeman, John

Language:

english

File:

PDF, 1.36 MB

english

14

[American Institute of Aeronautics and Astronautics AIAA AVIATION 2020 FORUM - VIRTUAL EVENT ()] AIAA AVIATION 2020 FORUM - A Simulated Wind-field Dataset for Testing Energy Efficient Path-Planning Algorithms for UAVs in Urban Environment

Baskar, Deepika, Gorodetsky, Alex

File:

PDF, 613 KB

15

System Identification via CUR-Factored Hankel Approximation

Kramer, Boris, Gorodetsky, Alex A.

Journal:

SIAM Journal on Scientific Computing

Year:

2018

Language:

english

File:

PDF, 530 KB

english, 2018

16

[IEEE 2017 IEEE 56th Annual Conference on Decision and Control (CDC) - Melbourne, Australia (2017.12.12-2017.12.15)] 2017 IEEE 56th Annual Conference on Decision and Control (CDC) - Low-rank tensor integration for Gaussian filtering of continuous time nonlinear systems

Gorodetsky, Alex A., Karaman, Sertac, Marzouk, Youssef M.

Year:

2017

Language:

english

File:

PDF, 180 KB

english, 2017

17

[IEEE 2018 Annual American Control Conference (ACC) - Milwaukee, WI, USA (2018.6.27-2018.6.29)] 2018 Annual American Control Conference (ACC) - Continuous Tensor Train-Based Dynamic Programming for High-Dimensional Zero-Sum Differential Games

Tal, Ezra, Gorodetsky, Alex, Karaman, Sertac

Year:

2018

File:

PDF, 630 KB

2018

18

Efficient Localization of Discontinuities in Complex Computational Simulations

Gorodetsky, Alex, Marzouk, Youssef

Journal:

SIAM Journal on Scientific Computing

Year:

2014

Language:

english

File:

PDF, 1.00 MB

english, 2014

19

Coma, Seizures, Atrioventricular Block, and Hypoglycemia in an ADB-FUBINACA Body-Packer

Nacca, Nicholas, Schult, Rachel, Loflin, Robert, Weltler, Adam, Gorodetsky, Rachel, Kacinko, Sherri, Moran, Jeffery, Krotulski, Alex, Wiegand, Timothy

Journal:

The Journal of Emergency Medicine

Year:

2018

Language:

english

File:

PDF, 728 KB

english, 2018

20

A generalized approximate control variate framework for multifidelity uncertainty quantification

Gorodetsky, Alex A., Geraci, Gianluca, Eldred, Michael S., Jakeman, John D.

Journal:

Journal of Computational Physics

Year:

2020

File:

PDF, 3.84 MB

2020

21

[IEEE 2020 American Control Conference (ACC) - Denver, CO, USA (2020.7.1-2020.7.3)] 2020 American Control Conference (ACC) - Uncertainty Quantification Using Generalized Polynomial Chaos for Online Simulations of Automotive Propulsion Systems *

Yang, Hang, Kidambi, Narayanan, Fujii, Yuji, Gorodetsky, Alex, Wang, Kon-Well

Year:

2020

File:

PDF, 1.49 MB

2020

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