Saeed Samadianfard

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Developing long short-term memory combined with numerical first order differential optimization and clockwork recurrent neural network to predict suspended sediment load.
Earth Sci. Informatics
Milad Sharafi, Sadra Shadkani, Amirreza Pak, Alireza Motadayen, Saeed Samadianfard, Egemen Aras, Vahid Nourani
2025 J jnl
Innovative strategies for hourly global horizontal irradiance forecasting using a hybrid gated recurrent unit and long short-term memory architecture with spatio-temporal attention mechanism.
Earth Sci. Informatics
Saeed Samadianfard, Zahra Rousta, Mahdi Mohebbiyan, Hamed Talebi
2025 J jnl
Sequence-to-sequence and meta LSTM techniques enhanced by remote sensing for advanced evapotranspiration estimation.
Earth Sci. Informatics
Sajjad Hashemi, Saeed Samadianfard, Amir Hossein Nazemi
2024 J jnl
Integration of machine learning and remote sensing for drought index prediction: A framework for water resource crisis management.
Earth Sci. Informatics
Hamed Talebi, Saeed Samadianfard
2023 J jnl
A novel method for estimating daily evapotranspiration based on one, two, and three-day meteorological records using the long short-term memory model combined with feedforward neural networks.
Earth Sci. Informatics
Milad Sharafi, Hamed Talebi, Saeed Samadianfard, Ramendra Prasad
2023 J jnl
Evaluating capabilities of the spline and cubic spline interpolation functions in reference evapotranspiration estimation implementing satellite image data.
Earth Sci. Informatics
Parastoo Amirzehni, Saeed Samadianfard, Amir Hossein Nazemi, Ali Ashraf Sadraddini
2022 J jnl
Evaluation of deep machine learning-based models of soil cumulative infiltration.
Earth Sci. Informatics
Alireza Sepahvand, Ali Golkarian, Lawal Billa, Kaiwen Wang, Fatemeh Rezaie, Somayeh Panahi, Saeed Samadianfard, Khabat Khosravi
2022 J jnl
Hybrid models for suspended sediment prediction: optimized random forest and multi-layer perceptron through genetic algorithm and stochastic gradient descent methods.
Neural Comput. Appl.
Saeed Samadianfard, Katayoun Kargar, Sadra Shadkani, Sajjad Hashemi, Akram Abbaspour, Mir Jafar Sadegh Safari
2020 J jnl
Wind speed prediction using a hybrid model of the multi-layer perceptron and whale optimization algorithm.
CoRR
Saeed Samadianfard, Sajjad Hashemi, Katayoun Kargar, Mojtaba Izadyar, Ali Mostafaeipour, Amir Mosavi, Narjes Nabipour, Shahaboddin Shamshirband
2019 J jnl
Modeling Daily Pan Evaporation in Humid Climates Using Gaussian Process Regression.
CoRR
Sevda Shabani, Saeed Samadianfard, Mohammad Taghi Sattari, Shahab Shamshirband, Amir Mosavi, Tibor Kmet, Annamária R. Várkonyi-Kóczy
2014 J jnl
Determining Flow Friction Factor in Irrigation Pipes Using Data Mining and Artificial Intelligence Approaches.
Appl. Artif. Intell.
Saeed Samadianfard, Mohammad Taghi Sattari, Özgür Kisi, Honeyeh Kazemi