PATENTS
1. System for monitoring of structural and method it thereof, Korean Patent application, Patent No. 10-2563346, 2023.
2. Enhancing the GPS-Evaluation of Structures’ Dynamic Performance using Outlier Solution, Korean patent application, Application No. 10-1922176, 2018.
3. Developing the Identification Model of Response Controller Structures using Nonlinear System, Korean patent application, Application No.10-1901352, 2018.
Kaloop has high-quality publications that include research reports, five books, and more than 140 papers in high-impact peer-reviewed journals and international conference proceedings. He is highly experienced in preparing and presenting scientific papers for publication in peer-reviewed journals. His papers can be found on his Scopus and ResearchGate pages. The following are the selected peer-reviewed journals and conference publications.
2025, Development of a hybrid ensemble model for predicting real-time heat flux of water pit thermal energy storage, Applied Thermal Engineering, 128365.
2025, Enhancement framework for modeling sediment discharge in rivers using novel supervised deep learning approaches, Journal of Soils and Sediments, 2777–2796
2025, Ensemble boosting-based model for predicting compressive strength of recycled aggregate concrete, Computer and Concrete, Accepted
2025, Hybrid Support Vector Regression Approaches for Modeling Punching Shear Strength of Reinforced Concrete Flat Plates, Frontiers of Structural and Civil Engineering, Accepted.
2025, An Experimental Study on the Mechanical and Durability Characteristics Enhancements of Sustainable Concrete Using Waste Glass, Advances in Concrete Construction, An International Journal, Accepted.
2025, Integrated Ensemble Learning for Enhanced Accuracy in Satellite-Derived Bathymetry of Shallow Coastal Zones, Journal of the Indian Society of Remote Sensing, Accepted
2025, Hyperspectral Reflectance-Driven Estimation of Water Quality Parameters using Hybrid Random Forest and Support Vector Regression Techniques, Environmental Earth Sciences, 84:376.
2025, Predicting energy consumption of residential buildings using metaheuristic-optimized artificial neural network technique in early design stage, Building and Environment, 274: 112749.
2025, Comparative study on deep and machine learning approaches for predicting wind pressures on tall buildings, Alexandria Engineering Journal, 111: 610-627.
2025, Conceptual prediction of harbor sedimentation quantities using AI approaches to support integrated coastal structures management, Journal of Ocean Engineering and Science, 10, 11-21.
2025, An experimental investigation on mechanical characteristics of steel-fiber-reinforced volcanic concrete, Next Materials, 100308.
2025, Machine learning-based models for thermal cracking prediction of flexible pavements, Road Materials and Pavement Design, 26:1287-1314.
2024, Prediction of Wastewater Treatment Plant Performance through Machine Learning Techniques, Desalination and Water Treatment, 100524.
2024, Examination of the Physical–Mechanical Properties of Sustainable Self-Curing Concrete Using Crushed Ceramic, Volcanic Powder, and Polyethylene Glycol, Sustainability, 4659.
2024, Harbor Sedimentation Management Using Numerical Modelling and Exploratory Data Analysis, Advances in Civil Engineering, 2024, Article ID 1209460.
2024, A Generalized Limit Equilibrium-Based Platform Incorporating Simplified Bishop’s, Janbu’s, and Morgenstern-Price Methods for Soil Slope Stability Problems, Advances in Civil Engineering, 2024, Article ID 3053923.
2024, An Analysis of LULC Changes for Understanding the Impact of Anthropogenic on Food Security: Case-study Dudhganga watershed area, India, Environmental Monitoring and Assessment, 196:105.
2023, Subpixel Accuracy of Shoreline Monitoring Using Developed Landsat Series and Google Earth Engine Technique, PFG–Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 92:395–414.
2023, Boosting Hot Mix Asphalt Dynamic Modulus Prediction Using Statistical and Machine Learning Regression Modeling Techniques, Sustainability, 15: 14464.
2023, Development of Innovative Lateral Resistance Systems Featuring Earthquake-Protective Dampers, Applied Sciences, 13: 3852.
2023, Soft computing-based prediction models for compressive strength of concrete, Case Studies in Construction Materials, 19: e02321
2023, Unbonded Pre-Tensioned CF-Laminates Mechanically Anchored to HSC Beams as a Sustainable Repair Solution for Detachment of Bonded CF-Laminates, Buildings, 13: 2528
2023, Developing Computational Intelligence Approaches for Estimating the Unconfined Compressive Strength of Rocks. Arabian Journal of Geoscience, 16(1):1-17.
2023, Regional Implementation of the Mechanistic Empirical Pavement Design and Analysis Approach: Egyptian Case Study, Case Studies in Construction Materials, 18: e01863.
2023, Reliability Analysis of Reinforced Soil Slope Stability using GA-ANFIS, RFC, and GMDH Soft Computing Techniques. Case Studies in Construction Materials, 18: e01898.
2023, International Roughness Index Prediction for Flexible Pavements using Novel Machine Learning Techniques, Engineering Applications of Artificial Intelligence, 122: 106007.
2023, Effect of Change Intensity Fields of Magnetized Water on Fresh and Hardened Characteristics of Concrete, Computers and Concrete, 11: 97-110.
2023, Impact Assessment of the Land Use Dynamics and Water Pollution on Ecosystem Services Value of the Nile-Delta Coastal Lakes, Egypt, Journal of the Indian Society of Remote Sensing, 51:963-981.
2022, Estimation of lightweight aggregate concrete characteristics using a novel stacking ensemble approach, Advances in Nano Research, 13(5):499-512.
2022, Using modified inverse distance weight and principal component analysis for spatial interpolation of foundation settlement based on geodetic observations, Open Geosciences, 14(1):1310-1323.
2022, Effect of Magnetized Water on Characteristics of Sustainable Concrete using Volcanic Ash, Construction and Building Materials, 361:129640.
2022. Improving Accuracy of Local Geoid Model using Machine Learning Approaches and Residuals of GPS/Levelling Geoid Height. Survey Review; 54: 505-518.
2022, A Hybrid DNN Model for Travel Time Estimation from Spatio-Temporal Features. Sustainability, 14, 14049.
2022, Safety and Reliability Evaluations of Bridge Behaviors under Ambient Truck Loads through Structural Health Monitoring and Identification Model Approaches, Measurements, 187:110234.
2022, Shear Strength Estimation of Reinforced Concrete Deep Beams using a Novel Hybrid Metaheuristic Optimized SVR Models, Sustainability, 14, 5238.
2021, Nondestructive Tests for Defections Detection of Nanoparticles in cement-based Materials: A Review, Advances in Nano Research, 12(1):1-23.
2022, Shear Strength of Nano Silica High-Strength Reinforced Concrete Beams. Materials, 15, 3755.
2022, Nonlinear Numerical and Analytical Assessment of the Shear Strength of RC and SFRC Beams Externally Strengthened with CFRP Sheets, Advances in Civil Engineering, 2022: 8741158
2022, Stress Intensity Factor Prediction on Offshore Pipelines using Surrogate Modeling Techniques, Case Studies in Construction Materials, 16: e01045.
2022, Hybrid ELM and MARS-Based Prediction Model for Bearing Capacity of Shallow Foundation. Processes,10, 1013.
2022, A novel AI approach for modeling land surface temperature of Freetown, Sierra Leone, based on land-cover changes, International Journal of Digital Earth, 15: 1236-1258.
2022, Modeling resilient modulus of subgrade soils using LSSVM optimized with swarm intelligence algorithms, Scientific Reports, 12:14454.
2022, An Integrated Framework for Improving Sea Level Variation Prediction Based on the Integration Wavelet-Artificial Intelligence Approaches, Environmental Modelling and Software, 152: 105399.
2022, Soft computing approaches towards tensile strength estimation of GFRP rebars subjected to alkaline-concrete environment, Case Studies in Construction Materials, 16: e00955.
2022, Chart Datum-to-Ellipsoid Separation Model Development for Obhur Creek Using Multibeam Hydrographic Surveying, Journal of Marine Science and Engineering, 10(2): 264.
2022. Hybrid Artificial Neural Networks for Modeling Shallow-Water Bathymetry via Satellite Imagery. IEEE Transactions on Geoscience and Remote Sensing, 60: 5403811.
2022, A hybrid wavelet-optimally-pruned extreme learning machine model for the estimation of international roughness index of rigid pavements, International Journal of Pavement Engineering, 23 (3), 862-876.
2022, A novel approach for resilient modulus prediction using extreme learning machine-equilibrium optimiser techniques, International Journal of Pavement Engineering, 23(10): 3346-3356.
2021, Hybrid-ANFIS Approaches for Compressive Strength Prediction of Cementitious Mortar and Paste Employing Magnetic Water, Smart Structures and Systems, 27:651.
2021, Reliability Analysis of Pile Foundation Using Soft Computing Techniques: A Comparative Study, Processes, 9:486.
2021, Assessment and prediction of land-use/land-cover change around Blue Nile and White Nile due to flood hazards in Khartoum, Sudan, based on geospatial analysis, Geomatics, Natural Hazards and Risk, 12:1258-1286.
2021, Simulation of land use dynamics and impact on land surface temperature using satellite data, GeoJournal, 86:1089-1107.
2021, Novel application of adaptive swarm intelligence techniques coupled with adaptive network-based fuzzy inference system in predicting photovoltaic power, Renewable and Sustainable Energy Reviews, 148, 111315.
2021, A Recurrent-Cascade-Neural Network-NARX Approach for Long-term Time Series Prediction of Wave Height based on Wave Characteristics Measurements, Ocean Engineering, 240: 109958.
2021, Nonlinear Numerical Assessment of Exterior Beam-Column Connections with Low-Strength Concrete, Buildings, 11(11), 562.
2020, Performance Assessment of Bridges Using Short-Period Structural Health Monitoring System: Sungsu Bridge Case Study, Smart Structures and Systems, 26(5):667-680.
2020. Evaluation of Multi-GNSS High-rate Relative Positioning for Monitoring Dynamic Structural Movements in the Urban Environment. Geomatics, Natural Hazards and Risk, 11(1):22392262.
2020, Extract Seismic Motions’ Characteristics from Noisy GNSS Observations using Hybrid Wavelet and Principal Component Analyses, Remote Sensing, 12,79.
2020. Estimating Slump-flow and Compressive Strength of Self-compacting Concrete using Emotional Neural Networks. Applied Sciences, 10(23): 8543.
2020, An Approach based on Landsat Images for Shoreline Monitoring to Support Integrated Coastal Management: A case study, Ezbet Elborg, Nile Delta, Egypt, International Journal of Geo-information, 9(4):199.
2020, A Wavelet - Particle Swarm Optimization - Extreme Learning Machine Hybrid Modeling for Significant Wave Height prediction, Ocean Engineering, 213:107777.
2020, Evaluation of the High-Rate GNSS-PPP Method for Vertical Structural Motion, Survey Review, 52, 159-171.
2020, Compressive Strength Prediction of High-Performance Concrete using Gradient Tree Boosting Machine, Construction and Building Materials, 264:120198.
2020, Estimating the Dynamic Behavior of Highway Steel Plate Girder Bridges Using Real-Time Strain Measurements, Applied Sciences, 10:4215.
2020, A Study for Improving Compressive Strength of Cementitious Mortar Utilizing Magnetic Water, Materials, 13:1971
2020, Service-life Evaluation of Existing Bridges Subjected to Static and Moving Trucks using Structural Health Monitoring System: Case Study, KSCE Journal of Civil Engineering, 24,1593-1606.
2020, Prediction of Land Surface Temperature (LST) Using Landsat Data: A Comparison of four Algorithms, Advances in Civil Engineering, 2020, ID 7363546..
2020, Performance Evaluation of Composite Moment-Frame Structures with Seismic Damage Mitigation Systems using Wavelet Analyses, Structural Engineering and Mechanics, 74:201-214.