Search Results - "Surrogate-based optimization"

Designing a Framework for Solving Multiobjective Simulation Optimization Problems.

Authors: Chang, Tyler H. Wild, Stefan M.

Source: INFORMS Journal on Computing. Jan/Feb2026, Vol. 38 Issue 1, p269-294. 26p.

AI-Driven Pareto-Optimal Design Exploration and Performance Analysis of Low Power Data-Centric VLSI Systems.

Authors: KAVITHA, NANCHERLA DAULA, S. M. SHAMSHEER

Source: Journal of Active & Passive Electronic Devices; 2026, Vol. 20 Issue 3, p221-240, 20p

Machine Learning-Based Process Optimization for Directed Energy Deposition of Aerospace Components.

Authors: Lee, Jeng-Nan Lin, Cheng Ferng, Yi-Cherng et al.

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 12, p6170, 17p

Multimodal Perception-Driven Optimization of Mobile Interaction Interfaces and Supply Chain Efficiency.

Authors: Liu, Jia Gao, Tian

Source: International Journal of Interactive Mobile Technologies; 2026, Vol. 20 Issue 12, p140-153, 14p

AC2F: A Lightweight Adaptive Pursuit Strategy for UAVs in Complex Public Domains with Real-World Validation.

Authors: Zhang, Hangtao Zhou, Fanglin Xue, Yuntao et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3790. 26p.

Data-Driven Optimization of Size-Aware T6 Heat Treatment Parameters for A356 Aluminum Alloy.

Authors: Tiwari, Tanu Gan, Tat-Hean Patel, Jayesh Bhimji

Source: Metals (2075-4701); Jun2026, Vol. 16 Issue 6, p615, 29p

Experimental Evaluation of Microgrid Energy Management Using Surrogate-Assisted Optimization on PHIL and Smart Grid Systems.

Authors: Islam, Saiful Mostaghim, Sanaz Hartmann, Michael

Source: Algorithms. Jun2026, Vol. 19 Issue 6, p454. 35p.

Surrogate-Based Optimization of Interpretable Regular Expression Patterns for the Classification of Retinal Lesions in Retinal Fundus Images.

Authors: García-Ramírez, Rafael A. Cruz-Aceves, Ivan Hernández-Aguirre, Arturo et al.

Source: Algorithms. Jun2026, Vol. 19 Issue 6, p440. 24p.

A Data‐Driven Inverse Design Methodology for Magnetic Soft Millirobots Navigating in Confined Spaces.

Authors: Ren, Ziyu Wang, Hong Tse, Chak Wang et al.

Source: Advanced Science. May2026, p1. 15p. 8 Illustrations.

Six-Degrees-of-Freedom Compensation for Microphone Array Installation Uncertainty in Rotating Sound Source Localization.

Authors: Lee, Cheng Wei Ma, Wei

Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 10, p5161, 20p

Aerodynamic Interference Mechanisms and Optimization of Two-Dimensional Tandem Airfoils Based on a Bayesian Optimization Framework.

Authors: Gong, Haijun Li, Jiayi Xia, Tianyu et al.

Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 10, p5145, 33p

Surrogate-Based Shape Optimization of a Cruciform Specimen for Biaxial Testing of Microparticle Reinforced Epoxy Adhesives.

Authors: Ergunes, Burak Apalak, Mustafa Kemal

Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 10, p4781, 38p

Query-Efficient Hard-Label Attack: A Prior-Guided Adam Ray Search Optimization.

Authors: Ding, Tianyi Xu, Xinjie Xuan, Qi et al.

Source: Sensors (14248220). May2026, Vol. 26 Issue 10, p3272. 17p.

PerovskiteOpt-AI: A Machine Learning-Driven Multi-Parameter Optimization Framework for Lead-Free Perovskite Solar Cell Device Architecture Using SCAPS-1D Simulation and Gaussian Process Surrogate Modeling.

Authors: Alshaikh, Mohammed Saleh¹

Source: Crystals (2073-4352); May2026, Vol. 16 Issue 5, p310, 35p

Parametric Optimization of Spiked Blunt Bodies in Supersonic Flow Using Surrogate-Assisted Machine Learning and Evolutionary Algorithms.

Authors: Sánchez Muñoz, Jonathan Arturo Lagarza-Cortés, Christian Ramírez-Cruz, Jorge et al.

Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 9, p4365, 26p

A Multi-Stage Topology Optimization Approach for Lightweight Automotive Upright Design.

Authors: Rosado-Tamariz, Erik Davila-De-La-Peña, Rene Campos-Amezcua, Rafael et al.

Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 9, p4257, 28p

Bayesian Optimization for Categorical and Mixed Variables Using a Multinomial Logit Surrogate.

Authors: Saeed, Muhammad Amir Candelieri, Antonio

Source: Algorithms. May2026, Vol. 19 Issue 5, p361. 35p.

Data-Driven Design of Epoxy–Granite Machine Foundations: Bayesian Optimization for Enhanced Compressive Strength and Vibration Damping.

Authors: Abdellah, Mohammed Y. Irfan, Osama M. Omar, Hanafy M.

Source: Polymers (20734360). Feb2026, Vol. 18 Issue 4, p532. 22p.

Subjects: Compressive strength, Surrogate-based optimization, Gaussian processes, Mechanical behavior of materials, Vibration isolation, Waste products as building materials, Composite materials

Dragonfly Rotor Optimization Using Machine Learning Applied to an OVERFLOW-Generated Airfoil Database.

Authors: Cornelius, Jason K. Schmitz, Sven

Source: Journal of the American Helicopter Society. Apr2026, Vol. 71 Issue 2, p1-14. 14p.

Subjects: Rotor dynamics, Surrogate-based optimization, Machine learning, United States. National Aeronautics & Space Administration, Rotorcraft

Towards the Development of Multiscale Digital Twins for Fiber-Reinforced Composite Materials Using Machine Learning.

Authors: Hearley, Brandon L. Pineda, Evan J. Bednarcyk, Brett A. et al.

Source: Applied Sciences (2076-3417); Apr2026, Vol. 16 Issue 8, p3666, 25p