Concepedia

Stefan Menzel

SM

29

Publications

584

Citations

16

H-Index

2008

Active since

Affiliations

Honda (Germany)(Current)

University of Birmingham

Southern University of Science and Technology

Leiden University

Stefan Menzel is an author at Honda (Germany) specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningComputer-aided DesignDesignData ScienceDeep LearningComputer EngineeringGeometry ModelingSystems Engineering

Publications per year

2008–2023

29

Publications

29

Evolution by Adapting Surrogates

Minh Nghia Le, Yew-Soon Ong, Stefan Menzel et al. · Evolutionary Computation · 2012 · 70 citations · Full text

Artificial Intelligence, Memetic Algorithm, Evolution Strategy +15

RBF morphing techniques for simulation-based design optimization

Daniel Sieger, Stefan Menzel, Mario Botsch · Engineering With Computers · 2013 · 41 citations

Geometric Modeling, Design Space Exploration, Morphing Structure +10

Preference-based topology optimization for vehicle concept design with concurrent static and crash load cases

Nikola Aulig, Emily Nutwell, Stefan Menzel et al. · Structural and Multidisciplinary Optimization · 2017 · 32 citations

Mathematical Programming, Preference-based Topology Optimization, Automotive Engineering +12

Hyperparameter Optimisation for Improving Classification under Class Imbalance

Jiawen Kong, Wojtek Kowalczyk, Duc Anh Nguyen et al. · 2019 · 31 citations · Full text

Engineering, Machine Learning, Text Mining +17

When and How to Transfer Knowledge in Dynamic Multi-objective Optimization

Gan Ruan, Leandro L. Minku, Stefan Menzel et al. · 2019 · 29 citations

Artificial Intelligence, Model Optimization, Engineering +15

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