4.6 Article

Inferring the dynamics of black-box systems using a learning machine

Related references

Note: Only part of the references are listed.
Review Multidisciplinary Sciences

Machine learning for data-driven discovery in solid Earth geoscience

Karianne J. Bergen et al.

SCIENCE (2019)

Article Mathematics, Applied

Attractor reconstruction by machine learning

Zhixin Lu et al.

CHAOS (2018)

Article Physics, Multidisciplinary

Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach

Jaideep Pathak et al.

PHYSICAL REVIEW LETTERS (2018)

Article Multidisciplinary Sciences

Randomly distributed embedding making short-term high-dimensional data predictable

Huanfei Ma et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2018)

Article Physics, Multidisciplinary

Machine learning inverse problem for topological photonics

Laura Pilozzi et al.

COMMUNICATIONS PHYSICS (2018)

Article Physics, Fluids & Plasmas

Nonlinear effects on Turing patterns: Time oscillations and chaos

J. L. Aragon et al.

PHYSICAL REVIEW E (2012)

Article Physics, Fluids & Plasmas

Analysis of stationary droplets in a generic Turing reaction-diffusion system

Thomas E. Woolley et al.

PHYSICAL REVIEW E (2010)

Article Physics, Multidisciplinary

Hearing shapes of drums: Mathematical and physical aspects of isospectrality

Olivier Giraud et al.

REVIEWS OF MODERN PHYSICS (2010)

Article Computer Science, Artificial Intelligence

Correlation Between Eigenvalue Spectra and Dynamics of Neural Networks

Qingguo Zhou et al.

NEURAL COMPUTATION (2009)

Article Computer Science, Artificial Intelligence

A fast learning algorithm for deep belief nets

Geoffrey E. Hinton et al.

NEURAL COMPUTATION (2006)

Article Physics, Fluids & Plasmas

Pattern recognition using asymmetric attractor neural networks

T Jin et al.

PHYSICAL REVIEW E (2005)

Article Multidisciplinary Sciences

General conditions for predictivity in learning theory

T Poggio et al.

NATURE (2004)

Article Physics, Fluids & Plasmas

Designing asymmetric neural networks with associative memory

H Zhao

PHYSICAL REVIEW E (2004)