Extrapolating tipping points and simulating non-stationary dynamics of complex systems using efficient machine learning.
Daniel KöglmayrChristoph RäthPublished in: CoRR (2023)
Keyphrases
- complex systems
- non stationary
- machine learning
- dynamic systems
- temporal evolution
- steady state simulation
- adaptive algorithms
- biological systems
- physical systems
- multi agent systems
- agent based models
- industrial systems
- autoregressive
- reinforcement learning
- empirical mode decomposition
- technical systems
- change point detection
- data mining
- evolutionary computation
- mathematical models