Pramudita Satria Palar

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Koji ShimoyamaDepartment of Mechanical Engineering, Kyushu University, JapanVerified email at mech.kyushu-u.ac.jp
Lavi Rizki ZuhalProfessor of Aerodynamics, Institut Teknologi BandungVerified email at itb.ac.id
Rhea Patricia LiemAssociate Professor of Mechanical and Aerospace Engineering, Hong Kong University of Science andVerified email at ust.hk
Geoffrey ParksReader in Nuclear Engineering, University of CambridgeVerified email at cam.ac.uk
Yohanes Bimo DwiantoLecturer at Institut Teknologi BandungVerified email at itb.ac.id
Ghifari Adam FazaPhD Student, KU LeuvenVerified email at kuleuven.be
Narendra Kurnia PutraAssistant Professor at Engineering Physics Dept., Institut Teknologi BandungVerified email at itb.ac.id
Makoto OhtaTohoku UniversityVerified email at tohoku.ac.jp
Hitomi AnzaiInstitute of Fluid Science, Tohoku UniversityVerified email at biofluid.ifs.tohoku.ac.jp
Thomas BäckProfessor of Computer Science, Leiden University; Chief Scientist, NORCE Research Centre, NorwayVerified email at liacs.leidenuniv.nl
Kaifeng YangResearch Associate, University of Applied Sciences Upper AustriaVerified email at fh-hagenberg.at
Michael T.M. Emmerich (Dr. rer. nat.)Lead AI Scientist Silo.ai & Jyväskylä University, Finland & LIACS Leiden Univ. NLVerified email at liacs.nl
Alma RahatAssociate Professor of Data Science, Swansea UniversityVerified email at swansea.ac.uk
Tinkle ChughLecturer (Assistant Professor) in Computer Science, University of ExeterVerified email at exeter.ac.uk
Akira OyamaJapan Aerospace Exploration AgencyVerified email at flab.isas.jaxa.jp
Lucia ParussiniUnivarsità degli Studi di TriesteVerified email at units.it
Viet-Dung DuongVNU University of Engineering and Technology, Vietnam National University, Hanoi, VietnamVerified email at vnu.edu.vn
Muhammad Faiz IzzaturrahmanBandung, Institute of TechnologyVerified email at students.itb.ac.id
Joseph MorlierISAE-SUPAERO and ICA-CNRSVerified email at isae-supaero.fr
Rommel RegisProfessor of Mathematics, Saint Joseph's UniversityVerified email at sju.edu

Pramudita Satria Palar

Assistant Professor, Mechanical and Aerospace Engineering (Institut Teknologi Bandung)

Verified email at ftmd.itb.ac.id - Homepage

Aerodynamic optimization Fluid mechanics Engineering optimization Machine learning


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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	94	2016
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	72	2018
On efficient global optimization via universal Kriging surrogate models PS Palar, K Shimoyama Structural and Multidisciplinary Optimization 57 (6), 2377–2397, 2018	47	2018
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	44	2019
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	35	2016
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	34	2020
Multi-fidelity uncertainty analysis in CFD using hierarchical kriging PS Palar, K Shimoyama 35th AIAA applied aerodynamics conference, 3261, 2017	30	2017
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	27	2019
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	27	2019
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	27	2019
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	24	2019
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	23	2018
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	22	2021
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	17	2023
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	17	2015
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	15	2021
Bayesian optimization of a low-boom supersonic wing planform TMS Jim, GA Faza, PS Palar, K Shimoyama AIAA journal 59 (11), 4514-4529, 2021	12	2021
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	11	2020
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	11	2018
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	11	2017

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