Amir Abolfazl Suratgar

Modified Levenberg-Marquardt Method For Neural Networks Training

Amir Abolfazl Suratgar, Mohammad Bagher Tavakoli, Abbas Hoseinabadi · Zenodo (CERN European Organization for Nuclear Research) · 2007 · 164 citations · Full text

Computing, Computer Science, Artificial Intelligence +9

The usage of 10-fold cross-validation and grid search to enhance ML methods performance in solar farm power generation prediction

Seyed Matin Malakouti, Mohammad Bagher Menhaj, Amir Abolfazl Suratgar · Cleaner Engineering and Technology · 2023 · 160 citations · Full text

Computing, Data Science, Forecasting +16

A neural network controller for load following operation of nuclear reactors

Mehrdad Nouri Khajavi, Mohammad Bagher Menhaj, Amir Abolfazl Suratgar · Annals of Nuclear Energy · 2002 · 100 citations

Engineering, Nuclear Engineering, Nuclear Control +13

Advanced techniques for wind energy production forecasting: Leveraging multi-layer Perceptron + Bayesian optimization, ensemble learning, and CNN-LSTM models

Seyed Matin Malakouti, Farrokh Karimi, Hamid Abdollahi et al. · Case Studies in Chemical and Environmental Engineering · 2024 · 51 citations · Full text

Computing, Computer Science, Data Science +17

Modeling Renewable Energy Systems by a Self-Evolving Nonlinear Consequent Part Recurrent Type-2 Fuzzy System for Power Prediction

Jafar Tavoosi, Amir Abolfazl Suratgar, Mohammad Bagher Menhaj et al. · Sustainability · 2021 · 47 citations · Full text

Agriculture, Computer Science, Energy Systems +15