Predicting discrete-time bifurcations with deep learning

16 March 2023

Papers citing "Predicting discrete-time bifurcations with deep learning"

7 / 7 papers shown

Title
Learning from the past: predicting critical transitions with machine learning trained on surrogates of historical data Zhiqin Ma Chunhua Zeng Yi-Cheng Zhang Thomas M. Bury AI4CE 31 0 0 13 Oct 2024
Deep Learning for predicting rate-induced tipping Yu Huang S. Bathiany Peter Ashwin Niklas Boers 26 4 0 11 Sep 2024
Deep learning for predicting the occurrence of tipping points Chengzuo Zhuge Jiawei Li Wei Chen BDL AI4TS 36 1 0 26 Jul 2024
Deep Learning for Prediction and Classifying the Dynamical behaviour of Piecewise Smooth Maps Vismaya V S Bharath V Nair S. S. Muni AI4CE 18 3 0 24 Jun 2024
Comparative Analysis of Predicting Subsequent Steps in Hénon Map S. VismayaV Alok Hareendran Bharath V Nair S. S. Muni Martin Lellep 19 0 0 15 May 2024
Out-of-Domain Generalization in Dynamical Systems Reconstruction Niclas Alexander Göring Florian Hess Manuel Brenner Zahra Monfared Daniel Durstewitz AI4CE 43 12 0 28 Feb 2024
Let's do the time-warp-attend: Learning topological invariants of dynamical systems Noa Moriel Matthew Ricci Mor Nitzan 62 1 0 14 Dec 2023