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Pramudita Satria Palar
Pramudita Satria Palar
Assistant Professor, Mechanical and Aerospace Engineering (Institut Teknologi Bandung)
Verified email at ftmd.itb.ac.id - Homepage
Title
Cited by
Cited by
Year
Multi-fidelity non-intrusive polynomial chaos based on regression
PS Palar, T Tsuchiya, GT Parks
Computer Methods in Applied Mechanics and Engineering 305, 579-606, 2016
942016
Global sensitivity analysis via multi-fidelity polynomial chaos expansion
PS Palar, LR Zuhal, K Shimoyama, T Tsuchiya
Reliability Engineering & System Safety 170, 175-190, 2018
722018
On efficient global optimization via universal Kriging surrogate models
PS Palar, K Shimoyama
Structural and Multidisciplinary Optimization 57 (6), 2377–2397, 2018
472018
A comparative study of multi-objective expected improvement for aerodynamic design
LR Zuhal, PS Palar, K Shimoyama
Aerospace Science and Technology 91, 548-560, 2019
432019
A comparative study of local search within a surrogate-assisted multi-objective memetic algorithm framework for expensive problems
PS Palar, T Tsuchiya, GT Parks
Applied Soft Computing 43, 1-19, 2016
352016
Gaussian process surrogate model with composite kernel learning for engineering design
P Satria Palar, L Rizki Zuhal, K Shimoyama
AIAA journal 58 (4), 1864-1880, 2020
332020
Multi-fidelity uncertainty analysis in CFD using hierarchical kriging
PS Palar, K Shimoyama
35th AIAA applied aerodynamics conference, 3261, 2017
302017
A multi-point mechanism of expected hypervolume improvement for parallel multi-objective bayesian global optimization
K Yang, PS Palar, M Emmerich, K Shimoyama, T Bäck
Proceedings of the Genetic and Evolutionary Computation Conference, 656-663, 2019
272019
Efficient global optimization with ensemble and selection of kernel functions for engineering design
PS Palar, K Shimoyama
Structural and Multidisciplinary Optimization 59, 93-116, 2019
272019
On the use of surrogate models in engineering design optimization and exploration: The key issues
PS Palar, RP Liem, LR Zuhal, K Shimoyama
Proceedings of the genetic and evolutionary computation conference companion …, 2019
262019
Multiobjective design optimization of stent geometry with wall deformation for triangular and rectangular struts
NK Putra, PS Palar, H Anzai, K Shimoyama, M Ohta
Medical & Biological Engineering & Computing 57, 15-26, 2019
242019
Benchmarking multi-objective Bayesian global optimization strategies for aerodynamic design
LR Zuhal, C Amalinadhi, YB Dwianto, PS Palar, K Shimoyama
2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2018
232018
On dimensionality reduction via partial least squares for Kriging-based reliability analysis with active learning
LR Zuhal, GA Faza, PS Palar, RP Liem
Reliability Engineering & System Safety 215, 107848, 2021
212021
Enhancing the explainability of regression-based polynomial chaos expansion by Shapley additive explanations
PS Palar, LR Zuhal, K Shimoyama
Reliability Engineering & System Safety 232, 109045, 2023
172023
Decomposition-based evolutionary aerodynamic robust optimization with multi-fidelity point collocation non-intrusive polynomial chaos
PS Palar, T Tsuchiya, G Parks
17th AIAA Non-Deterministic Approaches Conference, 1377, 2015
172015
Gaussian processes and support vector regression for uncertainty quantification in aerodynamics
PS Palar, K Zakaria, LR Zuhal, K Shimoyama, RP Liem
AIAA Scitech 2021 Forum, 0181, 2021
152021
Bayesian optimization of a low-boom supersonic wing planform
TMS Jim, GA Faza, PS Palar, K Shimoyama
AIAA journal 59 (11), 4514-4529, 2021
122021
On the impact of covariance functions in multi-objective Bayesian optimization for engineering design
PS Palar, LR Zuhal, T Chugh, A Rahat
AIAA Scitech 2020 Forum, 1867, 2020
112020
Multi-objective aerodynamic design with user preference using truncated expected hypervolume improvement
PS Palar, K Yang, K Shimoyama, M Emmerich, T Bäck
Proceedings of the genetic and evolutionary computation conference, 1333-1340, 2018
112018
On multi-objective efficient global optimization via universal Kriging surrogate model
PS Palar, K Shimoyama
2017 IEEE Congress on Evolutionary Computation (CEC), 621-628, 2017
112017
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