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Md. Jobayer Parvez Ratul

Observed name: Md. Jobayer Parvez Ratul ‡
ORCID: 0009-0005-2517-575X
Observed ORCID: 0009-0005-2517-575X
OpenAlex ID: A5118849014
A synergistic approach to water level prediction: integrating nature-inspired optimizing algorithms with deep learning models in the Shibsha River system
2025 · Md. Jobayer Parvez Ratul, Usmi Akter · Journal of Hydroinformatics · 11
A novel integration of cross variable transformer and signal decomposition for real-time prediction of river water level: an implication for sustainable water resources management
2026 · Md. Jobayer Parvez Ratul, Usmi Akter, et al. · Scientific Reports · 7
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A Particle Swarm Optimization-Based Deep Learning Framework for Enhanced Prediction of River Water Level
2025 · Md. Jobayer Parvez Ratul, Usmi Akter, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN) · 7
Ensemble Learning Approaches for Solar Irradiance Prediction in Bangladesh
2025 · Tajrian Mollick, Himangshu Ranjan Ghosh, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN) · 5
Optimization of Data-Driven Ensemble Models Using Firefly Algorithm for Enhanced 3D Printed Concrete Strength Prediction
2025 · Usmi Akter, Syed Effti Rezvi, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN) · 5
Application of Nature-Inspired Algorithms to Enhance MLP-Based Water Level Prediction
2025 · Md. Jobayer Parvez Ratul, Usmi Akter, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN) · 4
A Comparative Data-Driven Framework for Total Sediment Load Prediction Using Multi-Algorithm ANN, Hydro-Meteorological Inputs, and Advanced Preprocessing Techniques
2026 · Md. Jobayer Parvez Ratul, Fahdah Falah Ben Hasher, et al. · Water · 3
Performance Evaluation of ANN and LSTM Combined with Orangutan Algorithm for Enhanced Prediction of Streamflow
2026 · Md. Jobayer Parvez Ratul, Sajal Kumar Adhikary, et al. · Lecture notes in civil engineering · 2
A Hybrid PSO-SVM Framework Incorporating Advanced Preprocessing Techniques for Enhanced Prediction of River Water Level
2026 · M. Mubtasim Fuad Dip, Sajal Kumar Adhikary, et al. · Lecture notes in civil engineering · 2
Multi-Step Solar Irradiance Forecasting Using Deep Learning Models
2025 · Tajrian Mollick, Md. Jobayer Parvez Ratul, et al. · International Conference on Sustainable Technologies for Industry 5.0 (STI) · 2
Wavelet-Fourier Network Combined with Advanced Preprocessing Techniques for Univariate Daily Rainfall Prediction
2026 · Md. Jobayer Parvez Ratul, Usmi Akter, et al. · Water · 1
Enhanced Prediction of Reference Evapotranspiration Using an Innovative Metaheuristic Optimization Approach
2026 · Usmi Akter, Sajal Kumar Adhikary, et al. · Lecture notes in civil engineering · 1
Enhanced Wind Speed Prediction Using Flower Fertilization Optimization and CEEMDAN Signal Decomposition
2025 · Md. Jobayer Parvez Ratul, Syed Effti Rezvi, et al. · IEEE International Conference on Signal Processing, Information, Communication and Systems (SPICSCON) · 1
Cha-Tong Optimization: A Novel Metaheuristic Algorithm for Civil Engineering Operations
2025 · Md. Jobayer Parvez Ratul, Usmi Akter, et al. · IEEE International Conference on Signal Processing, Information, Communication and Systems (SPICSCON) · 1
Explainable SARIMA Ensemble for Coastal Monthly Rainfall Time-Series Forecasting with Social Choice Integration
2026 · Usmi Akter, Sajal Kumar Adhikary, et al. · Water
Addressing Data Scarcity and Groundwater Level Declining Concerns in Bheramara, Kushtia Using EMD and CEEMDAN
2026 · Usmi Akter, Md. Jobayer Parvez Ratul, et al. · International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)
Evaluation of a Hybrid Deep Learning Framework for Enhanced Prediction of Solar Radiation
2026 · Md. Jobayer Parvez Ratul, Sajal Kumar Adhikary, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)
Improved Solar Irradiance Forecasting Using Multilayer Perceptron Integrated with Variational Mode Decomposition
2025 · Tajrian Mollick, Md. Jobayer Parvez Ratul, et al. · International Conference on Computer and Information Technology (ICCIT)
Optimized Hybrid Learning Model for Strength Prediction of Textile Effluent Sludge‐Based Concrete
2025 · Usmi Akter, Md. Jobayer Parvez Ratul, et al. · Engineering Reports
Author response for "Optimized Hybrid Learning Model for Strength Prediction of Textile Effluent Sludge-Based Concrete"
2025 · Usmi Akter, Md. Jobayer Parvez Ratul, et al. · Publons reviews and discussion
Works count: 20
Citation count: 52
H-index: 5
I10-index: 1
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