Concepedia

A survey of machine learning techniques in structural and multidisciplinary optimization

Palaniappan Ramu, Pugazhenthi Thananjayan, Erdem Acar, Gamze Bayrak, Jeong‐Woo Park, Ikjin Lee

Structural and Multidisciplinary Optimization · 2022 · 80 citations · 156 references

DOI

Concepts

References

156

XGBoost

2016 · 48.6K citations · Full text

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Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

, , +11

A logical calculus of the ideas immanent in nervous activity

Warren S. McCulloch, Walter Pitts · Bulletin of Mathematical Biology · 1943 · 18K citations

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Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

Maziar Raissi, Paris Perdikaris, George Em Karniadakis · Journal of Computational Physics · 2018 · 16.9K citations · Full text

, , +16