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
542016
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
342018
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
252016
On efficient global optimization via universal Kriging surrogate models
PS Palar, K Shimoyama
Structural and Multidisciplinary Optimization 57 (6), 2377–2397, 2018
152018
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
142019
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
132015
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
122018
Multi-fidelity uncertainty analysis in CFD using hierarchical kriging
PS Palar, K Shimoyama
35th AIAA Applied Aerodynamics Conference, 3261, 2017
122017
Efficient global optimization with ensemble and selection of kernel functions for engineering design
PS Palar, K Shimoyama
Structural and Multidisciplinary Optimization 59 (1), 93-116, 2019
112019
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 (1), 15-26, 2019
102019
Exploiting active subspaces in global optimization: how complex is your problem?
PS Palar, K Shimoyama
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
72017
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
62019
Comparison of scalarization functions within a local surrogate assisted multi-objective memetic algorithm framework for expensive problems
PS Palar, T Tsuchiya, G Parks
2015 IEEE Congress on Evolutionary Computation (CEC), 862-869, 2015
62015
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
52020
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
52017
Benchmarking constrained surrogate-based optimization on low speed airfoil design problems
PS Palar, YB Dwianto, RG Regis, A Oyama, LR Zuhal
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
42019
Kriging with composite kernel learning for surrogate modeling in computer experiments
PS Palar, K Shimoyama
AIAA Scitech 2019 Forum, 2209, 2019
42019
Comparative study between different strut’s cross section shape on minimizing low wall shear stress along stent vicinity via Surrogate-based optimization
NK Putra, PS Palar, H Anzai, K Shimoyama, M Ohta
World Congress of Structural and Multidisciplinary Optimisation, 2097-2109, 2017
42017
Trading-off data fit and complexity in training gaussian processes with multiple kernels
T Chugh, A Rahat, PS Palar
International Conference on Machine Learning, Optimization, and Data Science …, 2019
32019
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
32019
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