Concepedia

Computational toolkits for model-based design and optimization

Damian T. Agi, Kyla Jones, Madelynn J. Watson, Hailey G. Lynch, Molly Dougher, Xinhe Chen, Montana Carlozo, Alexander W. Dowling

Current Opinion in Chemical Engineering · 2023 · 26 citations · 54 references

Concepts

ArchitectureComputational EngineeringSystems EngineeringComputer-aided DesignDesign OptimizationOptimizationComputational ModelingDesign SimulationModel-based DesignOptimization In MechanicsOptimization-based DesignShape OptimizationComputational OptimizationComputer-aided Design ModelsComputer-aided Design OptimizationModel-based Design ExplorationUser Toolkits

References

54

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Bayesian Calibration of Computer Models

Marc C. Kennedy, Anthony O’Hagan · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2001 · 4.2K citations · Full text

Computing, Computer Science, Bayesian Data Analysis +11

CasADi: a software framework for nonlinear optimization and optimal control

Joel A.E. Andersson, Joris Gillis, Greg Horn et al. · Mathematical Programming Computation · 2018 · 3.7K citations · Full text

Natural Sciences, Systems Engineering, Optimization +14

UQLab: A Framework for Uncertainty Quantification in Matlab

Stefano Marelli, Bruno Sudret · 2014 · 903 citations · Full text

Computing, Computer Science, High-performance Computing +13

A Modeling Language for Mathematical Programming

Robert Fourer, David M. Gay, Brian W. Kernighan · Management Science · 1990 · 651 citations

Computing, Computer Science, Computer Systems +16