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Gorodetsky, Alex
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1

An Incremental Tensor Train Decomposition Algorithm:

Aksoy, Doruk ; Gorsich, David J. ; Veerapaneni, Shravan.
SIAM Journal on Scientific Computing.  46 (2024)  2 - p. A1047-A1075 , 2024
Link: https://doi.org/10.1137/..
 
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2

Multifidelity uncertainty quantification with models based ..:

Zeng, Xiaoshu ; Geraci, Gianluca ; Eldred, Michael S....
Computer Methods in Applied Mechanics and Engineering.  415 (2023)  - p. 116205 , 2023
Link: https://doi.org/10.1016/..
 
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3

High-dimensional data analytics in civil engineering: A rev..:

Salehi, Hadi ; Gorodetsky, Alex ; Solhmirzaei, Roya.
Engineering Applications of Artificial Intelligence.  125 (2023)  - p. 106659 , 2023
Link: https://doi.org/10.1016/..
 
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4

Bayesian Identification of Nonseparable Hamiltonian Systems..:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Sharma, Harsh ; Galioto, Nicholas ; Gorodetsky, Alex A.. - p. 6742-6749 , 2022
Link: https://doi.org/10.1109/..
 
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5

Adaptive experimental design for multi‐fidelity surrogate m..:

Jakeman, John D. ; Friedman, Sam ; Eldred, Michael S....
International Journal for Numerical Methods in Engineering.  123 (2022)  12 - p. 2760-2790 , 2022
Link: https://doi.org/10.1002/..
 
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6

Inverse design of self-oscillatory gels through deep learni..:

Aksoy, Doruk ; Alben, Silas ; Deegan, Robert D..
Neural Computing and Applications.  34 (2022)  9 - p. 6879-6905 , 2022
Link: https://doi.org/10.1007/..
 
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7

Ensemble Approximate Control Variate Estimators: Applicatio..:

Pham, Trung ; Gorodetsky, Alex A.
SIAM/ASA Journal on Uncertainty Quantification.  10 (2022)  3 - p. 1250-1292 , 2022
Link: https://doi.org/10.1137/..
 
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8

Functional Tensor-Train Chebyshev Method for Multidimension..:

Soley, Micheline B. ; Bergold, Paul ; Gorodetsky, Alex A..
Journal of Chemical Theory and Computation.  18 (2021)  1 - p. 25-36 , 2021
Link: https://doi.org/10.1021/..
 
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9

A generalized approximate control variate framework for mul..:

Gorodetsky, Alex A. ; Geraci, Gianluca ; Eldred, Michael S..
Journal of Computational Physics.  408 (2020)  - p. 109257 , 2020
Link: https://doi.org/10.1016/..
 
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10

Bayesian Identification of Hamiltonian Dynamics from Symple..:

, In: 2020 59th IEEE Conference on Decision and Control (CDC),
Galioto, Nicholas ; Gorodetsky, Alex A. - p. 1190-1195 , 2020
Link: https://doi.org/10.1109/..
 
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11

Adaptive multi‐index collocation for uncertainty quantifica..:

Jakeman, John D. ; Eldred, Michael S. ; Geraci, Gianluca.
International Journal for Numerical Methods in Engineering.  121 (2020)  19 - p. 4471-4472 , 2020
Link: https://doi.org/10.1002/..
 
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12

Uncertainty Quantification Using Generalized Polynomial Cha..:

, In: 2020 American Control Conference (ACC),
Yang, Hang ; Kidambi, Narayanan ; Fujii, Yuji.. - p. 295-300 , 2020
Link: https://doi.org/10.23919..
 
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13

A continuous analogue of the tensor-train decomposition:

Gorodetsky, Alex ; Karaman, Sertac ; Marzouk, Youssef
Computer Methods in Applied Mechanics and Engineering.  347 (2019)  - p. 59-84 , 2019
Link: https://doi.org/10.1016/..
 
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14

Adaptive multi‐index collocation for uncertainty quantifica..:

Jakeman, John D. ; Eldred, Michael S. ; Geraci, Gianluca.
International Journal for Numerical Methods in Engineering.  121 (2019)  6 - p. 1314-1343 , 2019
Link: https://doi.org/10.1002/..
 
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15

Semi-implicit methods for the dynamics of elastic sheets:

Alben, Silas ; Gorodetsky, Alex A. ; Kim, Donghak.
Journal of Computational Physics.  399 (2019)  - p. 108952 , 2019
Link: https://doi.org/10.1016/..
 
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