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  • Suche: "SURROGATE-based optimization"

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1

Designing a Framework for Solving Multiobjective Simulation Optimization Problems.
Chang, Tyler H. ; Wild, Stefan M.
INFORMS Journal on Computing. Jan/Feb2026, Vol. 38 Issue 1, p269-294. 26p.

COMPUTER systems APPLICATION software MATHEMATICAL optimizatio... MULTI-objective optimiza... SURROGATE-based optimiza...
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2

A model aggregation approach for high-dimensional large-scale optimization.
Wang, Haowei ; Zhang, Ercong ; Ng, Szu Hui ; et al.
European Journal of Operational Research. Mar2026, Vol. 329 Issue 3, p890-907. 18p.

MATHEMATICAL optimizatio... MATHEMATICAL programming SURROGATE-based optimiza... DIMENSIONAL reduction al... DATA reduction ENSEMBLE learning
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3

Emerging Computational Paradigms for Antenna Design in the Age of Surrogates and AI
Artyushkin, Maxim ; Frolov, Alexey ; Seregin, Grigory ; et al.
2025 XIХ International Symposium on Problems of Redundancy in Information and Control Systems (Redundancy) Problems of Redundancy in Information and Control Systems (Redundancy), 2025 XIХ International Symposium on. :1-9 Nov, 2025

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4

Model-and-search: a derivative-free local optimization algorithm.
Ma, Kaiwen ; Rios, Luis Miguel ; Zheng, Hua ; et al.
Computational Optimization & Applications. Dec2025, Vol. 92 Issue 3, p889-921. 33p.

ALGORITHMS MATHEMATICAL analysis PROCESS optimization SURROGATE-based optimiza... OPTIMIZATION algorithms QUADRATIC programming …
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5

Targeted Variance Reduction: Effective Bayesian Optimization of Black-Box Simulators with Noise Parameters.
Miller, John J. ; Mak, Simon
Technometrics. Nov2025, Vol. 67 Issue 4, p617-631. 15p.

SIMULATION methods & mod... UNCERTAINTY (Information... SURROGATE-based optimiza... GAUSSIAN processes STOCHASTIC programming MINIMUM variance estimat...
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6

PearSAN: A Machine Learning Method for Inverse Design Using Pearson Correlated Surrogate Annealing.
Bezick, Michael ; Wilson, Blake A. ; Iyer, Vaishnavi ; et al.
Advanced Optical Materials. Feb2026, p1. 10p. 5 Illustrations.

SURROGATE-based optimiza... NANOPHOTONICS REVERSE engineering PHOTONICS MATHEMATICAL optimizatio... THERMOPHOTOVOLTAIC cells …
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7

Data-driven optimization of diet formulation to enhance survival and growth in Japanese Eel (Anguilla japonica) larvae.
Nomura, Kazuharu ; Jinbo, Tadao ; Furuita, Hirofumi ; et al.
PLoS ONE. 2/12/2026, Vol. 21 Issue 2, p1-19. 19p.

ANGUILLA japonica SURROGATE-based optimiza... ANIMAL development SURVIVAL rate MATHEMATICAL optimizatio... SUSTAINABLE aquaculture
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8

Burr size minimization using a surrogate artificial neural network (ANN) assisted multi-objective genetic algorithm (MOGA) in micromilling hardened AISI HI3.
Elly, Ogutu Isaya ; Takács, Márton ; Balázs, Barnabás Zoltán
International Journal of Advanced Manufacturing Technology. Feb2026, Vol. 142 Issue 7/8, p3479-3498. 20p.

SURROGATE-based optimiza... MULTI-objective optimiza... SURFACE roughness ARTIFICIAL neural networ... MICROMACHINING INDUSTRY 4.0 …
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9

Surrogate-Based Structure Layout Optimization of the Electrothermal Deicing System for the Superstructure of a Polar Ship.
Xiaobang Wang ; Tongrong Zhang ; Zijian Zhang ; et al.
Journal of Offshore Mechanics & Arctic Engineering. Feb2026, Vol. 148 Issue 1, p1-9. 9p.

SURROGATE-based optimiza... ELECTRIC heating HEAT engineering FINITE element method STRUCTURAL design ICEBREAKERS (Ships) …
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10

An adaptive hybrid kriging–RSM approach to enhance the surrogate-based MDO accuracy for re-entry bio-capsules.
Naseh, Hassan ; Karimaei, Hadiseh ; Lesani Fadafan, Mohammad
Advances in Space Research. Jan2026, Vol. 77 Issue 2, p2245-2269. 25p.

MULTI-objective optimiza... SURROGATE-based optimiza... EXPERIMENTAL design STRUCTURAL optimization RESPONSE surfaces (Stati... AEROSPACE planes
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11

Inverse design of spinodoid structures using Bayesian optimization.
Raßloff, Alexander ; Seibert, Paul ; Kalina, Karl A. ; et al.
Computational Mechanics. Jan2026, Vol. 77 Issue 1, p275-296. 22p.

SURROGATE-based optimiza... MACHINE learning CONDENSED matter MATHEMATICAL optimizatio... TECHNOLOGICAL innovation... ELASTICITY
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12

Machine Learning-Guided Design of t-FUS Transducers for Deep Brain Neuromodulation in Obesity Treatment in a Mouse Model
Labib, Sadman Hassan ; Liu, Jingfei
2025 IEEE International Ultrasonics Symposium (IUS) Ultrasonics Symposium (IUS), 2025 IEEE International. :1-4 Sep, 2025

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13

Bayesian Optimization of Process Parameters of a Sensor-Based Sorting System using Gaussian Processes as Surrogate Models
Kronenwett, Felix ; Maier, Georg ; Langle, Thomas
2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA) Emerging Technologies and Factory Automation (ETFA), 2025 IEEE 30th International Conference on. :1-8 Sep, 2025

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14

Scalable bayesian optimization for hyperparameter tuning in high-dimensional spaces.
Kumar, Raman ; Kaur, Jatinder ; Badhoutiya, Arti ; et al.
AIP Conference Proceedings. 10/31/2025, Vol. 3343 Issue 1, p1-7. 7p.

MACHINE learning SURROGATE-based optimiza... DIMENSIONAL reduction al... MATHEMATICAL optimizatio... COMPUTATIONAL complexity
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15

ANN Surrogate-Based Multiphysics Optimization for Three-Pole Piezoelectric-Actuated Waveguide Filter
Zhang, Libin ; Feng, Feng ; Zhang, Wei ; et al.
2025 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO) Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), 2025 IEEE MTT-S International Conference on. Volume1:1-3 Jul, 2025

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16

Low Budget Patch Antenna Design Based on Binary Coding Using the Surrogate-Based Optimization
Artyuskin, Maxim V.
2025 7th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE) Radio Electronics, Electrical and Power Engineering (REEPE), 2025 7th International Youth Conference on. :1-6 Apr, 2025

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17

A Surrogate-Assisted Multiconcept Optimization Framework for Real-World Engineering Design.
Kapoor, Ankush ; Ray, Tapabrata ; Jepson, Nigel ; et al.
Journal of Mechanical Design. Dec2025, Vol. 147 Issue 12, p1-14. 14p.

SURROGATE-based optimiza... OPTIMIZATION algorithms RESOURCE allocation CONCEPTUAL design MATHEMATICAL optimizatio... COMPUTER performance …
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18

Aerodynamic optimization of a coaxial rotor system using a deep learning-based multi-fidelity surrogate model.
Qin, Shu-Hui ; Yang, Ai-Ming
Engineering Applications of Computational Fluid Mechanics. Dec2025, Vol. 19 Issue 1, p1-31. 31p.

DEEP learning SURROGATE-based optimiza... MATHEMATICAL optimizatio... ROTORS COMPUTATIONAL fluid dyna... KRIGING …
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19

Supervised parameter updating of deformation analyses for rockfill dams using prior knowledge.
Ai, Zhitao ; Ma, Gang ; Zhang, Guike ; et al.
Computer-Aided Civil & Infrastructure Engineering. 11/7/2025, Vol. 40 Issue 26, p4583-4606. 24p.

SURROGATE-based optimiza... DISTRIBUTION (Probabilit... SAFETY COMPUTER simulation DEFORMATIONS (Mechanics) PARAMETER estimation …
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20

高空长航时无人机融合式翼梢小翼气动优化设计.
赵佳祥 ; 包晓翔 ; 王宗辉 ; et al.
Acta Aerodynamica Sinica / Kongqi Donglixue Xuebao. Nov2025, Vol. 43 Issue 11, p120-129. 10p.

COMPUTATIONAL fluid dyna... SURROGATE-based optimiza... DRAG reduction DRONE aircraft MATHEMATICAL programming COMPUTATIONAL aerodynami...
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