Concepedia

Data-driven discovery of PDEs in complex datasets

Jens Berg, Kaj Nyström

Journal of Computational Physics · 2019 · 159 citations · 32 references

DOIFull text

Open access

Concepts

References

32

Scikit-learn: Machine Learning in Python

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

, , +10

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

, , +17

Learning representations by back-propagating errors

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

, , +11

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

, , +5

Automatic differentiation in PyTorch

Adam Paszke, Sam Gross, Soumith Chintala et al. · 2017 · 11.1K citations

, , +5