Mohammad Reza Nikoo - Publications, H-index & Citations

Mohammad Reza Nikoo

Sultan Qaboos University

41H指数

342论文数

6.4K被引数

收录论文 193

发表时间

Hybrid machine learning–NSGA-II framework for multi-objective optimization of anaerobic digestion in wastewater treatment 混合机器学习–NSGA-II框架用于废水处理中厌氧消化的多目标优化

Scientific Reports

IF3.9

2026-09-19

OAAI

Ayeh Karami; Ayoub Karimi-Jashni; Mohammad Reza Nikoo; Behzad Zare

A techno-economic and reliability-based co-optimization framework for wave energy technology selection and deployment 基于技术和经济及可靠性的波浪能技术选择与部署协同优化框架

Results in Engineering

IF7.9

2026-09-01

OAAI

Mohammad Reza Nikoo; Alireza Shadmani; Ghazi Al-Rawas; Mohammed Al Mukhainy; Saleh Al-Saadi

Time-varying parameterization of a reservoir water quality model using data assimilation 采用数据同化对水库水质模型进行时变参数化

Water Research

IF12.4

2026-08-07

PREAI

Farnaz Sadat Shahi; Mohammad Reza Nikoo; Sadegh Vanda; Reza Kerachian

GRACE Downscaling and Machine Learning Models for Groundwater Prediction: A Systematic Review GRACE降尺度与机器学习模型在地下水预测中的应用：一项系统性综述

Hydrology

IF3.2

2026-07-27

OAAI

Mohammed S. Al Nadabi; Mohammed El-Diasty; Talal Etri; Mohammad Reza Nikoo

Where You Live Shapes Diabetes Risk: Multilevel Determinants of Type 2 Diabetes in the East South Central United States 居住地影响糖尿病风险：美国东南部集中地区2型糖尿病的多层次决定因素

Journal of Racial and Ethnic Health Disparities

IF2.4

2026-07-09

OAAI

Ferial Ahmadi; Maryam Karimi; Rouzbeh Nazari; Alireza Eskandarinejad; Mohammad Reza Nikoo

A surrogate-based, climate-resilient framework for wave energy converter siting under projected climate scenarios 基于代理模型的气候韧性框架，用于在预测气候情景下的波浪能转换器选址

Energy Conversion and Management-X

IF7.6

2026-06-19

OAAI

Mohammad Reza Nikoo; Mohammad G. Zamani; Alireza Shadmani; Ghazi Al-Rawas; Mohammad Mehdi Hoseini Karani; Saleh Al-Saadi

Bridging data scarcity in coastal risk forecasting through physics-informed transfer learning and fuzzy decision support 通过物理信息迁移学习和模糊决策支持弥补海岸风险预测中的数据稀缺问题

Applied Soft Computing

IF6.6

2026-06-13

PREAI

Mohammad Reza Nikoo; Mohamad Hosein Seyed-Djawadi; Talal Etri; Ghazi Al-Rawas; Khalifa Al-Jabri

Multi-Population Ensemble Genetic Programming via Cooperative Coevolution and Multi-View Learning for Classification 基于协同进化和多视图学习的多群体集成遗传编程用于分类

IEEE Transactions on Emerging Topics in Computational Intelligence

IF6.5

2026-05-14

PREAI

Mohammad Sadegh Khorshidi; Navid Yazdanjue; Hassan Gharoun; Mohammad Reza Nikoo; Fang Chen; Amir H. Gandomi

A methodological framework for inferring source pathways and ecological risks using morphological fingerprinting of microplastics in water and sediment 利用水中和沉积物中微塑料的形态指纹推断源路径和生态风险的方法学框架

Journal of Environmental Chemical Engineering

IF7.2

2026-05-04

PREAI

Mohammad Reza Nikoo; Amirreza Shahmiri; Zeinab Yavari

Spatiotemporal prediction of chlorophyll-a in semi-enclosed gulfs using a hybrid graph neural network-transformer framework with satellite data and causal analysis 半封闭海湾中叶绿素-a的空间-时间预测：采用结合卫星数据和因果分析的混合图神经网络-Transformer框架

Scientific Reports

IF3.9

2026-03-18

OAAI

Pouya Zarbipour; Hassan Akbari; Mohammad Reza Nikoo; Atefe Kazemi Choolanak

Developing a Water Quality Index for Reservoirs Using Explainable AI and a Time-Varying 3D Digital Twin: A Case Study, Wadi Dayqah Dam, Oman 利用可解释人工智能和时间变化的3D数字孪生开发水库水质指数：案例研究，阿曼瓦地代亚赫坝

Environmental Development

IF5.3

2026-03-17

PREAI

Keyvan Habibi; Mohammad Reza Nikoo; Seied Hosein Afzali; Rouzbeh Nazari; Ashok Mishra; Reza Kerachian; Jiri Simunek; Amir H. Gandomi

Hybrid Downscaling of Sea Surface Salinity Reveals Future Transition from Freshening to Salinification in Coastal Waters 海表盐度混合降尺度揭示沿岸水域未来从淡化到盐化的转变

estuarine, coastal and shelf science

IF0

2026-02-26

PREAI

Mohammad Reza Nikoo

Integrating deep learning into future hydrological modeling under climate change scenarios in an arid region 在干旱地区，将深度学习整合到未来气候变化情景下的水文模型中

Journal of Arid Environments

IF2.5

2026-02-24

PREAI

Mohammad Reza Nikoo

The application of data-driven models for estimating the discharge coefficients of labyrinth gates 基于数据驱动模型对迷宫堰流量系数的估计应用

Engineering Applications of Artificial Intelligence

IF8

2026-02-23

PREAI

Mehrshad Samadi; Mina Torabi; Mohammad Kazem Ghorbani; Hossein Hamidifar; Mohammad Reza Nikoo

Advancing reservoir water quality management by a depth-specific approach integrating Bayesian optimization and machine learning algorithms 通过结合贝叶斯优化和机器学习算法的深度特定方法推进水库水质管理

Journal of Cleaner Production

IF10

2026-02-06

PREAI

Mohammad Reza Zaghiyan; Mohammad Reza Nikoo; Ghazi Al-Rawas; Mingjie Chen; Rouzbeh Nazari; Malik Al-Wardy; Amir H. Gandomi

Bridging Causality and Deep Learning for Harmful Algal Bloom Prediction

Water Research

IF12.4

2026-02-02

PREAI

Pouya Zarbipour; Mohammad Reza Nikoo; Hassan Akbari; Rouzbeh Nazari; Maryam Karimi

GenForge: A Multi-population Genetic Programming framework with Semantic-Preserving Feature Partitioning for classification and regression tasks GenForge：一种用于分类和回归任务的具有语义保持特征划分的多种群遗传编程框架

Software Impacts

IF1.2

2026-02-01

OAAI

Khorshidi, Mohammad Sadegh; Yazdanjue, Navid; Gharoun, Hassan; Nikoo, Mohammad Reza; Chen, Fang; Gandomi, Amir H.

Leveraging Machine Learning Flood Forecasting: A Multi-Dimensional Approach to Hydrological Predictive Modeling

Water

IF3

2026-01-25

OAAI

Ghazi Al-Rawas; Mohammad Reza Nikoo; Nasim Sadra; Malik Al-Wardy

Microclimatic Dynamics and Hydrological Patterns in Urban Heat Islands - A Comprehensive Perspective

Sustainable Cities and Society

IF12

2026-01-25

PREAI

Nasim Sadra; Mohammad Reza Nikoo; Abolfazl Nazari Giglou; Amir H. Gandomi

Automated deep model-fusion framework for probabilistic seismic demand models of offshore wind turbines 适用于海上风力涡轮机概率地震需求模型的自动化深度模型融合框架

Engineering Applications of Artificial Intelligence

IF8

2026-01-08

PREAI

Mohammad Reza Akbarzadeh; Mohammad Mehdi Hoseini Karani; Arman Delaviz; Mohammad Reza Nikoo; Mahdieh Akbariasl; Amir H. Gandomi; Hamid Ahmadi

研究方向