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  1. Axial Strength of Short Hot-Rolled Steel Equal Angle Members: Experimental Analysis, Numerical, and Machine Learning Modeling

    Article • Journal of The Institution of Engineers (India) Series A, July 2025, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  2. An Investigation Into the Axial Capacity of Hot‐Rolled I‐Section Steel Columns Using Machine Learning

    Article • Engineering Reports, July 2025, Wiley

    Dr Sujay Raghavendra Naganna

  3. Improving Bridge Safety: A Spider Monkey Optimization-based ANN Model for Scour Depth Prediction

    Article • Water Resources Management, May 2025, Springer Science + Business Media

    Prof. Ata Amini, Dr Sujay Raghavendra Naganna

  4. Enhanced oily wastewater treatment: silver nanoparticles-coated graphene oxide/MXene nanocomposite membranes

    Article • Applied Water Science, May 2025, Springer Science + Business Media

    ALI Salem, Dr Sujay Raghavendra Naganna

  5. Analysis and Modeling of Thermogravimetric Curves of Chemically Modified Wheat Straw Filler-Based Biocomposites Using Machine Learning Techniques

    Article • Journal of Composites Science, April 2025, MDPI AG

    Dr Sujay Raghavendra Naganna

  6. Predicting the compressive strength of polymer-infused bricks: A machine learning approach with SHAP interpretability

    Article • Scientific Reports, March 2025, Springer Science + Business Media

    Dr Sathvik S, Dr Sujay Raghavendra Naganna

  7. Urban transportation challenges: Analysis and the mitigation strategies for road accidents, noise pollution and environmental impacts

    Article • Open Engineering, January 2025, De Gruyter

    Dr Sujay Raghavendra Naganna

  8. Evidential Neural Network Model for Groundwater Salinization Simulation: A First Application in Hydro-Environmental Engineering

    Article • Water, October 2024, MDPI AG

    Dr Sujay Raghavendra Naganna

  9. A Path towards SDGs: Investigation of the Challenges in Adopting 3D Concrete Printing in India

    Article • Infrastructures, September 2024, MDPI AG

    Dr Sathvik S, Dr Sujay Raghavendra Naganna

  10. Exploring the potential of arecanut fibers and fly ash in enhancing the performance of self-compacting concrete

    Article • Journal of Engineering and Applied Science, August 2024, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  11. Cloud computing-based estimation of Peninsular India’s long-term climate change impacts on rainfall, surface temperature, and geospatial indices

    Article • Geomatics Natural Hazards and Risk, July 2024, Taylor & Francis

    Dr Sujay Raghavendra Naganna

  12. An assessment of workability, mechanical and durability properties of high-strength concrete incorporating nano-silica and recycled E-waste materials

    Article • Beni-Suef University Journal of Basic and Applied Sciences, July 2024, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  13. Utilization of alkali-treated areca fibers for stabilizing silty sand soil for use in pavement subgrades: Analysis using IITPAVE software

    Article • Emergent Materials, April 2024, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  14. Strength assessment of structural masonry walls: analysis based on machine learning approaches

    Article • HBRC Journal, April 2024, Taylor & Francis

    Dr Sujay Raghavendra Naganna

  15. Innovative Solutions for Water Treatment: Unveiling the Potential of Polyoxazoline Polymer Activated Carbon Composite for Efficient Elimination of Lead Ions

    Article • Water, January 2024, MDPI AG

    Dr Sujay Raghavendra Naganna, Professor Noureddine Elboughdiri, Dr Chandrakant R Sonawane

  16. Modeling the compressive strength of binary and ternary blended high-performance concrete mixtures using ensemble machine learning models

    Article • Soft Computing, January 2024, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  17. Optimized Ensemble Methods for Classifying Imbalanced Water Quality Index Data

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sujay Raghavendra Naganna

  18. Prediction of scour depth around bridge abutments using ensemble machine learning models

    Article • Neural Computing and Applications, November 2023, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  19. Drinking Water Resources Suitability Assessment Based on Pollution Index of Groundwater Using Improved Explainable Artificial Intelligence

    Article • Sustainability, November 2023, MDPI AG

    Dr Sujay Raghavendra Naganna

  20. Daily scale streamflow forecasting in multiple stream orders of Cauvery River, India: Application of advanced ensemble and deep learning models

    Article • Journal of Hydrology, November 2023, Elsevier

    Dr Sujay Raghavendra Naganna

  21. Machine Learning Models for the Prediction of the Compressive Strength of Self-Compacting Concrete Incorporating Incinerated Bio-Medical Waste Ash

    Article • Sustainability, September 2023, MDPI AG

    Dr Sujay Raghavendra Naganna

  22. Performance Evaluation of Open-Graded Bituminous Concrete Modified with Natural Fibers

    Article • Sustainability, August 2023, MDPI AG

    Dr Sujay Raghavendra Naganna

  23. Machine learning models for damage detection in steel beams

    Article • International Journal of Systems Assurance Engineering and Management, July 2023, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  24. ANFIS-based soft computing models for forecasting effective drought index over an arid region of India

    Article • AQUA - Water Infrastructure Ecosystems and Society, May 2023, IWA Publishing

    Dr Sujay Raghavendra Naganna

  25. Self-compacting concrete incorporating incinerated biomedical waste ash: a performance assessment

    Article • Journal of Engineering and Applied Science, March 2023, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  26. Drought Forecasting: Application of Ensemble and Advanced Machine Learning Approaches

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sujay Raghavendra Naganna

  27. Monthly Streamflow Prediction by Metaheuristic Regression Approaches Considering Satellite Precipitation Data

    Article • Water, November 2022, MDPI AG

    Professor Ozgur Kisi, Dr Sujay Raghavendra Naganna

  28. Prediction of ultimate load carrying capacity of short cold-formed steel built-up lipped channel columns using machine learning approach

    Article • Sadhana, October 2022, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  29. Streambed pollution: A comprehensive review of its sources, eco-hydro-geo-chemical impacts, assessment, and mitigation strategies

    Article • Chemosphere, August 2022, Elsevier

    Dr Sujay Raghavendra Naganna

  30. Comparative evaluation of deep learning and machine learning in modelling pan evaporation using limited inputs

    Article • Hydrological Sciences Journal, April 2022, Taylor & Francis

    Professor Ozgur Kisi, PhD Alban Kuriqi, Dr Sujay Raghavendra Naganna

  31. Machine learning-based modeling of saturated hydraulic conductivity in soils of tropical semi-arid zone of India

    Article • Sadhana, January 2022, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  32. Integration of Multiple Models with Hybrid Artificial Neural Network‐Genetic Algorithm for Soil Cation‐Exchange Capacity Prediction

    Article • Complexity, January 2022, Wiley

    Dr Sujay Raghavendra Naganna

  33. Stress‐Strain Relationships and Failure Load Analysis of Cement‐Stabilized Rammed Earth under Concentric and Eccentric Loading Using Finite Element Modelling

    Article • Advances in Civil Engineering, January 2022, Wiley

    Dr Sujay Raghavendra Naganna

  34. Irrigation Induced Salinity and Sodicity Hazards on Soil and Groundwater: An Overview of Its Causes, Impacts and Mitigation Strategies

    Article • Agriculture, October 2021, MDPI AG

    Dr Sujay Raghavendra Naganna

  35. Valorization of incinerator bottom ash for the production of resource-efficient eco-friendly concrete: Performance and toxicological characterization

    Article • Architecture Structures and Construction, September 2021, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  36. Geographically Weighted Regression Hybridized with Kriging Model for Delineation of Drought-Prone Areas

    Article • Environmental Modeling & Assessment, July 2021, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  37. Assessment of spatio-temporal variability of rainfall and mean air temperature over Ardabil province, Iran

    Article • SN Applied Sciences, July 2021, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  38. Sourcing CHIRPS precipitation data for streamflow forecasting using intrinsic time-scale decomposition based machine learning models

    Article • Hydrological Sciences Journal, June 2021, Taylor & Francis

    Dr Sujay Raghavendra Naganna

  39. Application of gradient tree boosting regressor for the prediction of scour depth around bridge piers

    Article • Journal of Hydroinformatics, June 2021, IWA Publishing

    Dr Sujay Raghavendra Naganna

  40. Modeling Soil Cation Exchange Capacity in Arid Region of Iran: Application of Novel Hybrid Intelligence Paradigm.

    Article • May 2021, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  41. Performance efficiency of nanoparticles blended cementitious composites

    Article • Sadhana, November 2020, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  42. Architectural Concrete: Overview

    Article • Arabian Journal for Science and Engineering, November 2020, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna, Dr Ahmed Elshafie

  43. Groundwater quality assessment and distribution mapping

    Article • Journal of Earth System Science, October 2020, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  44. Drought Forecasting

    Article • Environmental Earth Sciences, May 2020, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  45. Multiple AI model integration strategy—Application to saturated hydraulic conductivity prediction from easily available soil properties

    Article • Soil and Tillage Research, February 2020, Elsevier

    Dr Sujay Raghavendra Naganna

  46. Hourly River Flow Forecasting: Application of Emotional Neural Network Versus Multiple Machine Learning Paradigms

    Article • Water Resources Management, January 2020, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna, Professor Shamsuddin Shahid

  47. Enhancing streamflow forecasting using the augmenting ensemble procedure coupled machine learning models: case study of Aswan High Dam

    Article • Hydrological Sciences Journal, September 2019, Taylor & Francis

    Dr Sujay Raghavendra Naganna, Dr Ahmed Elshafie

  48. Dew Point Temperature Estimation: Application of Artificial Intelligence Model Integrated with Nature-Inspired Optimization Algorithms

    Article • Water, April 2019, MDPI AG

    Dr Sujay Raghavendra Naganna

  49. Artificial intelligence approaches for spatial modeling of streambed hydraulic conductivity

    Article • Acta Geophysica, April 2019, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  50. Experimental Investigation on Utilization of Waste Shredded Rubber Tire as a Replacement to Fine Aggregate in Concrete

    Article • December 2018, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  51. Assesment of spatiotemporal variability of Streambed Hydraulic Conductivity

    Article • Journal of Hydrology, May 2018, Elsevier

    Dr Sujay Raghavendra Naganna

  52. Estimation of dew point temperature using SVM and ELM for humid and semi-arid regions of India

    Article • ISH Journal of Hydraulic Engineering, November 2017, Taylor & Francis

    Dr Sujay Raghavendra Naganna

  53. Factors influencing streambed hydraulic conductivity

    Article • Environmental Science and Pollution Research, October 2017, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  54. Wavelet coupled MARS and M5 Model Tree approaches for groundwater level forecasting

    Article • Journal of Hydrology, October 2017, Elsevier

    Dr Sujay Raghavendra Naganna

  55. Eco-concrete for sustainability: utilizing aluminium dross and iron slag as partial replacement materials

    Article • Clean Technologies and Environmental Policy, September 2017, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  56. Lightweight Concrete

    Article • Engineering Structures and Technologies, January 2017, Vilnius Gediminas Technical University

    Dr Sujay Raghavendra Naganna

  57. Aluminium Dross Concrete

    Article • Resource-efficient Technologies, June 2016, Elsevier

    Dr Sujay Raghavendra Naganna

  58. Multistep Ahead Groundwater Level Time-Series Forecasting Using Gaussian Process Regression and ANFIS

    Article • November 2015, Springer Science + Business Media

    Dr Sujay Raghavendra Naganna

  59. Groundwater level Forecasting

    Article • Cogent Engineering, January 2015, Taylor & Francis

    Dr Sujay Raghavendra Naganna

  60. Sustainable Development and Management of Groundwater Resources in Mining Affected Areas: A Review

    Article • Procedia Earth and Planetary Science, January 2015, Elsevier

    Dr Sujay Raghavendra Naganna

  61. Review of Support Vector Machine Applications in Hydrological Modeling

    Article • Applied Soft Computing, June 2014, Elsevier

    Dr Sujay Raghavendra Naganna