Modern AI versus century-old mathematical models: How far can we go with generative adversarial networks to reproduce stochastic processes?
Author:
Funder
Oslo Metropolitan University
Publisher
Elsevier BV
Subject
Condensed Matter Physics,Statistical and Nonlinear Physics
Reference39 articles.
1. Wind speed time series prediction with deep learning and data augmentation;Flores,2021
2. Normal behaviour models for wind turbine vibrations: Comparison of neural networks and a stochastic approach;Lind;Energies,2017
3. Air quality prediction using optimal neural networks with stochastic variables;Russo;Atmos. Environ.,2013
4. Financial time series forecasting model based on CEEMDAN and LSTM;Cao;Phys. A,2019
5. Time series prediction for the epidemic trends of COVID-19 using the improved LSTM deep learning method: Case studies in Russia, Peru and Iran;Wang;Chaos Solitons Fractals,2020
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