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Subham Gupta
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Year
Higher-order Taylor series expansion for uncertainty quantification with efficient local sensitivity
A Paudel, S Gupta, M Thapa, SB Mulani, RW Walters
Aerospace Science and Technology 126, 107574, 2022
112022
Optimal sampling-based neural networks for uncertainty quantification and stochastic optimization
S Gupta, A Paudel, M Thapa, SB Mulani, RW Walters
Aerospace Science and Technology 133, 108109, 2023
42023
Adaptive sampling-based artificial neural network for surrogate modeling
S Gupta, A Paudel, M Thapa, SB Mulani, R Walters
AIAA SCITECH 2022 Forum, 0805, 2022
32022
Higher-Order Taylor Series Expansion with Efficient Sensitivity Estimation for Uncertainty Analysis
A Paudel, M Thapa, S Gupta, SB Mulani, RW Walters
AIAA Aviation 2020 Forum, 3164, 2020
32020
Efficient Decoupled Approach for Robust Design Optimization
S Gupta, A Paudel, M Thapa, SB Mulani, RW Walters
AIAA AVIATION 2021 FORUM, 3044, 2021
12021
Classifier-based adaptive polynomial chaos expansion for high-dimensional uncertainty quantification
M Thapa, SB Mulani, A Paudel, S Gupta, RW Walters
Computer Methods in Applied Mechanics and Engineering 422, 116829, 2024
2024
Modified Gram-Charlier Method for Analytical PDF
C Campbell, M Thapa, SB Mulani, S Gupta
AIAA SCITECH 2024 Forum, 1024, 2024
2024
Surrogate-based optimization of variable stiffness composites with manufacturing constraints
S Gupta, A Paudel, M Thapa, SB Mulani, N Rowshan, RW Walters
AIAA SCITECH 2024 Forum, 0170, 2024
2024
Stochastic Buckling of Composite Cylinder with Geometric Imperfection and Global Sensitivity Analysis
A Paudel, S Gupta, N Rowshan, M Thapa, SB Mulani, RW Walters
AIAA SCITECH 2023 Forum, 1093, 2023
2023
Exact Method of Antithetic Sampling for Higher Dimensionality
N Rowshan, S Gupta, A Paudel, M Thapa, SB Mulani, RW Walters
AIAA SCITECH 2023 Forum, 2370, 2023
2023
Adaptive Sparse Polynomial Chaos Expansion based on a Classifier with Sequential Sampling
M Thapa, SB Mulani, A Paudel, S Gupta, RW Walters
AIAA SCITECH 2023 Forum, 0740, 2023
2023
Regularized Solution to Under-determined System in Polynomial Chaos for Uncertainty Quantification
RW Walters, A Paudel, S Gupta, M Thapa, SB Mulani
4th National Conference on Multidisciplinary Design, Analysis, and …, 2021
2021
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