Keyword

metamodeling

Description: The construction and analysis of models that describe the structure, rules, or relationships used to create other models, especially in software and systems engineering.

Primary topic: Model-Driven Software Engineering Techniques (30%)

Wikidata ID: wiki/Q1925081

OpenAlex ID: keywords/meta-modeling

Influence of partially known parameter on flaw characterization in Eddy Current Testing by using a random walk MCMC method based on metamodeling

2014 · Caifang Cai, Thomas Rodet, et al. · Journal of Physics Conference Series · 12,185

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Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures

2013 · James Bergstra, Daniel Yamins, et al. · Digital Access to Scholarship at Harvard (DASH) (Harvard University) · 1,817

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Model Driven Engineering

2002 · Stuart Kent · Lecture notes in computer science · 1,805

Review of Metamodeling Techniques in Support of Engineering Design Optimization

2006 · G. Gary Wang, S. Shan · Journal of Mechanical Design · 1,714

Comparative studies of metamodelling techniques under multiple modelling criteria

2001 · R. Jin, W. Chen, et al. · Structural and Multidisciplinary Optimization · 1,675

Digital Systems : Testing and Testable Design

1990 · European Journal of Operational Research · 1,482

Kriging metamodeling in simulation: A review

2007 · Jack P.C. Kleijnen · European Journal of Operational Research · 1,277

Model-driven development: a metamodeling foundation

2003 · C. Atkinson, T. Kuhne · IEEE Software · 1,072

Review of surrogate modeling in water resources

2012 · Saman Razavi, Bryan A. Tolson, et al. · Water Resources Research · 986

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Designing Neural Network Architectures using Reinforcement Learning

2016 · Baker, Bowen, Gupta, Otkrist, et al. · arXiv (Cornell University) · 938

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Model-Driven Software Development: Technology, Engineering, Management

2006 · Thomas Stahl, Markus Voelter, et al. · 777

DiceKriging , DiceOptim : Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization

2012 · Olivier Roustant, David Ginsbourger, et al. · Journal of Statistical Software · 594

Analysis of Support Vector Regression for Approximation of Complex Engineering Analyses

2004 · Stella M. Clarke, Jan H. Griebsch, et al. · Journal of Mechanical Design · 527

Physics-informed multi-LSTM networks for metamodeling of nonlinear structures

2020 · Ruiyang Zhang, Yang Liu, et al. · Computer Methods in Applied Mechanics and Engineering · 510

A methodology for fitting and validating metamodels in simulation1Two anonymous referees' comments on the first draft lead to an improved organization of our paper.1

2000 · Jack P.C. Kleijnen, Robert G. Sargent · European Journal of Operational Research · 491

A comparative study of metamodeling methods for multiobjective crashworthiness optimization

2005 · H. Fang, M. Rais-Rohani, et al. · Computers & Structures · 468

AToM3: A Tool for Multi-formalism and Meta-modelling

2002 · Juan de Lara, Hans Vangheluwe · Lecture notes in computer science · 428

Exploration of Metamodeling Sampling Criteria for Constrained Global Optimization

2002 · Michael J. Sasena, Panos Papalambros, et al. · Engineering Optimization · 428

Analysis of Support Vector Regression for Approximation of Complex Engineering Analyses

2003 · Stella M. Clarke, Jan H. Griebsch, et al. · 414

Polynomial-chaos-based Kriging

2015 · Roland Schobi, Bruno Sudret, et al. · International Journal for Uncertainty Quantification · 398

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Special Section on Multidisciplinary Design Optimization: Metamodeling in Multidisciplinary Design Optimization: How Far Have We Really Come?

2014 · Felipe A. C. Viana, Timothy W. Simpson, et al. · AIAA Journal · 377

Random forests for global sensitivity analysis: A selective review

2020 · Anestis Antoniadis, Sophie Lambert-Lacroix, et al. · Reliability Engineering & System Safety · 365

The Essence of Multilevel Metamodeling

2001 · Colin Atkinson, Thomas Kühne · Lecture notes in computer science · 329

The use of metamodeling techniques for optimization under uncertainty

2003 · R. Jin, X. Du, et al. · Structural and Multidisciplinary Optimization · 326

A review on design, modeling and applications of computer experiments

2006 · Victoria C.P. Chen, Kwok-Leung Tsui, et al. · IIE Transactions · 317

Works count: 8,089

Citation count: 103,200