Pramudita Satria Palar

29 papers A 2B 2C 1Journal 12Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Interpretable machine learning classification for vehicle response-based railway track irregularities assessment.
Public Transp.
Prasidya Wikaranadhi, Mats Berg, Rohan Kulkarni, Andi Isra Mahyuddin, Pramudita Satria Palar, Yunendar Aryo Handoko
2025 J jnl
An Explainable Deep Learning for Data-Driven Turbulence Model Feature Discovery.
IEEE Access
Muhammad Ridho Alhafiz, Lavi Rizki Zuhal, Dung Viet Duong, Pramudita Satria Palar
2025 J jnl
Data-Driven Global Sensitivity Analysis for Engineering Design Based on Individual Conditional Expectations.
CoRR
Pramudita Satria Palar, Paul Saves, Rommel G. Regis, Koji Shimoyama, Shigeru Obayashi, Nicolas Verstaevel, Joseph Morlier
2025 J jnl
SMT-EX: An Explainable Surrogate Modeling Toolbox for Mixed-Variables Design Exploration.
CoRR
Muhammad Daffa Robani, Paul Saves, Pramudita Satria Palar, Lavi Rizki Zuhal, Joseph Morlier
2025 J jnl
Surrogate Modeling and Explainable Artificial Intelligence for Complex Systems: A Workflow for Automated Simulation Exploration.
CoRR
Paul Saves, Pramudita Satria Palar, Muhammad Daffa Robani, Nicolas Verstaevel, Moncef Garouani, Julien Aligon, Benoît Gaudou, Koji Shimoyama, Joseph Morlier
2023 J jnl
Enhancing the explainability of regression-based polynomial chaos expansion by Shapley additive explanations.
Reliab. Eng. Syst. Saf.
Pramudita Satria Palar, Lavi Rizki Zuhal, Koji Shimoyama
2023 J jnl
Global Sensitivity Analysis in Aerodynamic Design Using Shapley Effects and Polynomial Chaos Regression.
IEEE Access
Pramudita Satria Palar, Lavi Rizki Zuhal, Koji Shimoyama
2021 J jnl
On dimensionality reduction via partial least squares for Kriging-based reliability analysis with active learning.
Reliab. Eng. Syst. Saf.
Lavi Rizki Zuhal, Ghifari Adam Faza, Pramudita Satria Palar, Rhea Patricia Liem
2020 — conf
Bayesian methods for multi-objective optimization of a supersonic wing planform.
GECCO Companion
Timothy Man Shui Jim, Ghifari Adam Faza, Pramudita Satria Palar, Koji Shimoyama
2020 — conf
Uncertainty quantification methods for evolutionary optimization under uncertainty.
GECCO Companion
Pramudita Satria Palar, Koji Shimoyama, Lavi Rizki Zuhal
2019 A conf
A multi-point mechanism of expected hypervolume improvement for parallel multi-objective bayesian global optimization.
GECCO
Kaifeng Yang, Pramudita Satria Palar, Michael Emmerich, Koji Shimoyama, Thomas Bäck
2019 — conf
Benchmarking constrained surrogate-based optimization on low speed airfoil design problems.
GECCO (Companion)
Pramudita Satria Palar, Yohanes Bimo Dwianto, Rommel G. Regis, Akira Oyama, Lavi Rizki Zuhal
2019 J jnl
Multiobjective design optimization of stent geometry with wall deformation for triangular and rectangular struts.
Medical Biol. Eng. Comput.
Narendra Kurnia Putra, Pramudita Satria Palar, Hitomi Anzai, Koji Shimoyama, Makoto Ohta
2019 — conf
On the use of metaheuristics in hyperparameters optimization of gaussian processes.
GECCO (Companion)
Pramudita Satria Palar, Lavi Rizki Zuhal, Koji Shimoyama
2019 — conf
On the use of surrogate models in engineering design optimization and exploration: the key issues.
GECCO (Companion)
Pramudita Satria Palar, Rhea Patricia Liem, Lavi Rizki Zuhal, Koji Shimoyama
2019 — conf
Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels.
LOD
Tinkle Chugh, Alma A. M. Rahat, Pramudita Satria Palar
2018 — conf
Ensemble of Kriging with Multiple Kernel Functions for Engineering Design Optimization.
BIOMA
Pramudita Satria Palar, Koji Shimoyama
2018 J jnl
Global sensitivity analysis via multi-fidelity polynomial chaos expansion.
Reliab. Eng. Syst. Saf.
Pramudita Satria Palar, Lavi Rizki Zuhal, Koji Shimoyama, Takeshi Tsuchiya
2018 A conf
Multi-objective aerodynamic design with user preference using truncated expected hypervolume improvement.
GECCO
Pramudita Satria Palar, Kaifeng Yang, Koji Shimoyama, Michael Emmerich, Thomas Bäck
2017 J jnl
Exploiting Active Subspaces in Global Optimization: How Complex is your Problem?
CoRR
Pramudita Satria Palar, Koji Shimoyama
2017 — conf
Exploiting active subspaces in global optimization: how complex is your problem?
GECCO (Companion)
Pramudita Satria Palar, Koji Shimoyama
2017 — conf
Exploiting gradient for kriging-based multi-objective aerodynamic optimization.
SSCI
Pramudita Satria Palar, Koji Shimoyama
2017 — conf
In search for a better stent: Surrogate based multi-objective optimization of stent design under influence of vessel wall deformation.
EMBC
Narendra Kurnia Putra, Pramudita Satria Palar, Hitomi Anzai, Koji Shimoyama, Makoto Ohta
2017 C conf
Multiple Metamodels for Robustness Estimation in Multi-objective Robust Optimization.
EMO
Pramudita Satria Palar, Koji Shimoyama
2017 B conf
On multi-objective efficient global optimization via universal Kriging surrogate model.
CEC
Pramudita Satria Palar, Koji Shimoyama
2017 — conf
Polynomial-chaos-kriging-assisted efficient global optimization.
SSCI
Pramudita Satria Palar, Koji Shimoyama
2016 J jnl
A comparative study of local search within a surrogate-assisted multi-objective memetic algorithm framework for expensive problems.
Appl. Soft Comput.
Pramudita Satria Palar, Takeshi Tsuchiya, Geoffrey Thomas Parks
2016 — conf
Framework for Robust Optimization Combining Surrogate Model, Memetic Algorithm, and Uncertainty Quantification.
ICSI (1)
Pramudita Satria Palar, Yohanes Bimo Dwianto, Lavi Rizki Zuhal, Takeshi Tsuchiya
2015 B conf
Comparison of scalarization functions within a local surrogate assisted multi-objective memetic algorithm framework for expensive problems.
CEC
Pramudita Satria Palar, Takeshi Tsuchiya, Geoffrey T. Parks