Concepedia

Prediction of occurrence of extreme events using machine learning

J. Meiyazhagan, S. Sudharsan, A. Venkatesan

The European Physical Journal Plus · 2021 · 23 citations · 33 references

DOI

Concepts

References

33

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Some Studies in Machine Learning Using the Game of Checkers

Arthur L. Samuel · IBM Journal of Research and Development · 1959 · 4.4K citations

, , +11

Machine learning and the physical sciences

Giuseppe Carleo, K. Cranmer, Laurent Daudet et al. · Reviews of Modern Physics · 2019 · 2.4K citations · Full text

, , +5

Oceanic Rogue Waves

K. B. Dysthe, Harald E. Krogstad, Peter Müller · Annual Review of Fluid Mechanics · 2008 · 999 citations

, , +16

Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data

Jaideep Pathak, Zhixin Lu, Brian R. Hunt et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2017 · 618 citations · Full text

, , +17