Publications

Text Books

K. Srinivasa Raju and D.Nagesh Kumar (2025) Artificial Intelligence and Machine Learning Techniques in Engineering and Management, Springer, ISBN 978-981-96-2621-2 ( Springer homepage link ) ( Introductory Video ) ( Snippets of the Book )

K.Srinivasa Raju and D.Nagesh Kumar (2020) Fluid Mechanics: Problem Solving using MATLAB, Prentice Hall of India (PHI), New Delhi, ISBN-978-93-89347-63-0 ( PHI homepage link )

K.Srinivasa Raju and D.Nagesh Kumar (2018) Impact of Climate Change on Water Resources-Modeling Techniques and Case Studies, Springer Climate Series, Springer, ISBN-978-981-10-6110-3 ( Springer homepage link ) ( Review of book on the journal of hydrologic engineering ASCE )

K.Srinivasa Raju and D.Nagesh Kumar (2010), Multicriterion Analysis in Engineering and Management, Prentice Hall of India (PHI), New Delhi, ISBN 978-81-203-3976-7, pp. 288. ( PHI homepage link )

Selected Journal Papers

Deepjyoti Deb, A.Vasan, K. Srinivasa Raju (2025) Integrating Machine Learning with Particle Swarm Optimization for Enhancing Future Reservoir Inflow Predictions, ISH Journal of Hydraulic Engineering, Taylor & Francis, 31(5), 980–999, DOI: 10.1080/09715010.2025.2560473, (Article available on the journal website)
Deepjyoti Deb, A.Vasan, K. Srinivasa Raju (2024) Daily Reservoir Inflow Prediction using Stacking Ensemble of Machine Learning Algorithms, Journal of Hydroinformatics, IWA Publishing, 26(5), 972-997, DOI: 10.2166/hydro.2024.210 (Article available on the journal website) [SCI Journal]
V.Rishith Kumar, Rahul Jauhari, Bhavesh Rahul Mishra, K.Srinivasa Raju, D.Nagesh Kumar (2024) Deep Learning Algorithms and their Fuzzy Extensions for Streamflow Prediction in Climate Change Framework, Journal of Water and Climate Change, IWA Publishing, 15(2), 832-848, DOI: 10.2166/wcc.2024.594 (Article available on the journal website) [SCI Journal]
Bhavesh Rahul Mishra, V. Rishith Kumar, Rahul Jauhari, K. Srinivasa Raju, D. Nagesh Kumar (2024) Boosting Algorithms for Projecting Streamflow in the Lower Godavari Basin for Different Climate Change Scenarios, Water Science and Technology, IWA Publishing, 89(3), 613-634, DOI: 10.2166/wst.2024.011 (Article available on the journal website) [SCI Journal]
V.Rishith Kumar, K.Srinivasa Raju, D.Nagesh Kumar, Advani Manish Rajesh, SV Somanath Kumar, Yashraj Santosh Kumar Jha (2023) Application of Hydrological Models in Climate Change Framework for a River Basin in India, Journal of Water and Climate Change, IWA Publishing, 14(9), pp.3150-3165, DOI: 10.2166/wcc.2023.188 (Article available on the journal website) [SCI Journal]
R.Madhuri, K. Srinivasa Raju, A.Vasan (2023) Flood Susceptibility-based Building Risk under Climate Change, Hyderabad, India, Journal of Water and Climate Change, IWA Publishing, 14(7), pp.2150-2163, DOI: 10.2166/wcc.2023.482 (Article available on the journal website) [SCI Journal]
K. Srinivasa Raju, A.Vasan, M Naveen Naidu (2023) Fuzzy Cluster Analysis and Decision-making Algorithms for Optimal Water Distribution Network Design, ISH Journal of Hydraulic Engineering, Taylor & Francis, 29(3), pp.341-350. DOI:10.1080/09715010.2022.2076573 (Article available on the journal website) [Scopus Journal]
V. Rishith Kumar, Bhavesh Rahul Mishra, K. Srinivasa Raju (2022) Machine Learning Algorithms for Streamflow Forecasting of Lower Godavari Basin, H2Open Journal, IWA Publishing, 5(4), pp.670-685. DOI: 10.2166/h2oj.2022.240 (Article available on the journal website) (ESCI Journal)
V. Rishith Kumar, B.Sriman Pankaj, D.Nagesh Kumar, K. Srinivasa Raju (2022) Streamflow Forecasting in a Climate Change Perspective using E-FUSE, Journal of Water and Climate Change, IWA Publishing, 13(11), pp.3934-3950. DOI: 10.2166/wcc.2022.251 (Article available on the journal website) [SCI Journal]
Hridik Punukollu, A.Vasan, K. Srinivasa Raju (2022) Leak Detection in Water Distribution Networks using Deep Learning, ISH Journal of Hydraulic Engineering, Taylor & Francis, 29(5), pp.674-682. DOI:10.1080/09715010.2022.2134742 (Article available on the journal website) [Scopus Journal]
R.Madhuri, Y.S.L.Sarath Raja, K. Srinivasa Raju (2022) Simulation-Optimization Framework in Urban Flood Management for Historic and Climate Change Scenarios, Journal of Water and Climate Change, IWA Publishing, 13(2), pp.1007-1024. DOI: 10.2166/wcc.2021.436. (Article available on the journal website) [SCI Journal]
A.Vasan, K.Srinivasa Raju, B. Sriman Pankaj (2022) Fuzzy Optimization based Water Distribution Network Design using Self-Adaptive Cuckoo Search Algorithm, Water Supply, IWA Publishing, 22(3), pp.3178-3194. DOI: 10.2166/ws.2021.410 (Article available on the journal website) [SCI Journal]
R. Madhuri, Y.S.L. Sarath Raja, K. Srinivasa Raju, Bonagiri Sai Punith; Kondisetti Manoj (2021) Urban flood risk analysis of buildings using HEC-RAS 2D in climate change framework, H2open Journal, IWA Publishing. 4(1), pp.262-275. DOI: 10.2166/h2oj.2021.111 (Article available on the journal website) [ESCI Journal]
Rohit Dwivedula, R. Madhuri, K.Srinivasa Raju, A.Vasan (2021) Multiobjective Optimization and Cluster Analysis in Placement of Best Management Practices in an Urban Flooding Scenario, Journal of Water Science and Technology, IWA Publishing, 84(4), pp. 966-984. DOI: 10.2166/wst.2021.283 (Article available on the journal website) [SCI Journal]
R.Madhuri, Sistla S, K.Srinivasa Raju (2021) Application of Machine Learning Algorithms for Flood Susceptibility Assessment and Risk Management, Journal of Water and Climate Change, IWA Publishing, 12(6), pp.2608-2623, DOI: 10.2166/wcc.2021.051 (Article available on the journal website) [SCI Journal]
Shishir Gaur, K. Srinivasa Raju, D.Nagesh Kumar, Mayank Bajpai (2021) Multicriterion Decision Making in Groundwater Planning, Journal of Hydroinformatics, IWA Publishing, 23(3), pp.627-638. DOI: 10.2166/hydro.2021.122. (Article available on the journal website) [SCI Journal]
V.Swathi, K.Srinivasa Raju, Murari R R Varma (2020) Addition of Overland Runoff and Flow Routing Methods to SWMM – Model application to Hyderabad, India, Environmental Monitoring and Assessment, Springer, 192 (Article Number 643). DOI: 10.1007/s10661-020-08490-0. (Article available on the journal website) [SCI Journal]
V.Swathi, K.Srinivasa Raju, S. Sai Veena (2020) Modelling Impact of Future Climate and Land Use Land Cover on Flood Vulnerability for Policy Support-Hyderabad, India, Journal of Water Policy, IWA Publishing, 22(5), pp. 733-747.DOI: 10.2166/wp.2020.106. (Article available on the journal website) [SCI Journal]
K. Srinivasa Raju, D. Nagesh Kumar (2020) Review of Approaches for Selection and Ensembling of GCMs, Journal of Water and Climate Change, IWA Publishing, 11(3), pp. 577-599. DOI: 10.2166/wcc.2020.128 (Invited Paper) (Article available on the journal website) [SCI Journal]
D.Nagesh Kumar, Apoorva R Shastry, K.Srinivasa Raju (2020) Delineation of Flood-Prone Areas using Modified Topographic Index for a River Basin, H2Open Journal, IWA Publishing, 3(1), pp. 58-68. DOI: 10.2166/h2oj.2020.021. (Article available on the journal website) [ESCI Journal]
V.Swathi, K.Srinivasa Raju, Murari R R Varma, S.Sai Veena (2019) Automatic Calibration of SWMM using NSGA-III and the Effects of Delineation Scale on an Urban Catchment, Journal of Hydroinformatics, IWA Publishing, 21(5), pp. 781-797. DOI: 10.2166/hydro.2019.033 (Article available on the journal website) [SCI Journal]
V.Swathi, K.Srinivasa Raju, S Sai Veena, A Santosh Kumar (2019) Urban Floods in Hyderabad, India under Present and Future Rainfall Scenarios-A Case Study, Natural Hazards, Springer, 95(3), pp. 637-655, DOI:10.1007/s11069-018-3511-9 (Article available on the journal web site) [SCI Journal]
K.Srinivasa Raju, D.Nagesh Kumar, Anmol J (2018) Prioritization of Sub-catchments of a River Basin using DEM and Fuzzy VIKOR, H2Open Journal, IWA Publishing, 1(1), pp. 1-11, DOI: 10.2166/h2oj.2017.001 (Article available on the journal website) [ESCI Journal]
K.Srinivasa Raju, Sonali P, D.Nagesh Kumar (2017) Ranking of CMIP5 based Global Climate Models for India using Compromise Programming, Theoretical and Applied Climatology, Springer, 128(3), pp. 563-574, DOI: 10.1007/s00704-015.1721-6 (Article available on the journal website) [SCI Journal]
K. Srinivasa Raju, D. Nagesh Kumar (2016) Selection of Global Climate Models for India using Cluster Analysis, Journal of Water and Climate Change, IWA Publishing, 7(4), pp. 764-774. DOI:10.2166/wcc.2016.112, (Article available on the journal website) [SCI Journal]
D.V.Morankar, K.Srinivasa Raju, A.Vasan, L.Ashoka Vardhan (2016) Fuzzy Multiobjective Irrigation Planning using Particle Swarm Optimization, Journal of Water Resources Planning and Management, ASCE, 142 (8), pp. 05016004 1-11, DOI: 10.1061/(ASCE)WR. 1943-5452.0000657 (Article available on the journal website) [SCI Journal]

Guest Editor for Special Issues of Journals

Impact of Climate Change on Hydrology and Water Resources | IWA Publishing

Takeshi Takama, M.Bilal, K. Srinivasa Raju (Guest Editors) Special Issue on Impact of Climate Change on Hydrology and Water Resources, Journal of Water and Climate Change, IWA Publishing [Special issue link] [Editorial][Published as Book by IWA Publishing in 2022, pp. 572, ISBN13: 9781789063257]

Evolutionary Algorithms in Water Resources | IWA Publishing

D.Nagesh Kumar, K. Srinivasa Raju (Guest Editors), Special Issue on Evolutionary Algorithms in Water Resources, H2Open Journal, IWA Publishing, 2020. [Special issue link] [Editorial][Published as Book by IWA Publishing in 2022, pp. 200, ISBN13: 9781789063240].

ISH Journal of Hydraulic Engineering: Vol 24, No 2

K. Srinivasa Raju, D. Nagesh Kumar (Guest Editors), Special Issue on Soft Computing in Water Resources Engineering, ISH Journal of Hydraulic Engineering, Taylor & Francis, 24(2), June 2018, pp. 115-266. [Special issue link] [Editorial ]

Edited Books

K. Srinivasa Raju, A.Vasan (2017) Sustainable Holistic Water Resources Management in a Changing Climate, Jain Brothers, New Delhi, ISBN: 978-81-8360-253-2, pp. 531. [Link for the Book]
K. Srinivasa Raju (2013) Sustainable Water Resources Planning, Management and Impact of Climate Change, B.S.Publications, Hyderabad, pp.146.
K. Srinivasa Raju, A.Vasan (2010) Sustainable Water Resources Management and Impact of Climate Change, B.S.Publications, Hyderabad, ISBN 978-81-7800-226-2, pp.521.[Link for the Book]
K. Srinivasa Raju (2006) Predictions in Ungauged Basins for Sustainable Water Resources Planning and Management, Jain Brothers, New Delhi, ISBN 81-8360-044-1, pp.264. [Link for the Book]
K. Srinivasa Raju, A.K.Sarkar, M.L.Dash (2004) Integrated Water Resources Planning and Management, Jain Brothers, New Delhi, ISBN 81-86321-98-5, pp.365.

Selected Book Chapters

V.Swathi, S.Sai Veena S, K.Srinivasa Raju, A.Vasan (2024) Evaluation of Urban Flood Mitigation Strategies –A Case Study of Hyderabad City, India. In: T. I. Eldho and M. K. Jha. (eds) Hydro-Environmental Impact of Climate and Land Use Change on Watersheds for Sustainable Development, Cambridge Scholars Publishing, pp. 416-439. [More details about the book]
Rohit Dwivedula, R. Madhuri, K. Srinivasa Raju, A. Vasan (2023) Fuzzy Optimization Framework for Facilitating Best Management Practice in the context of Urban Floods. In: Timbadiya, P.V. , Patel, P.L., Singh, V.P., Mirajkar, A.B. (eds) Geospatial and Soft Computing Techniques, Proceedings of 26th International Conference on Hydraulics, Water Resources and Coastal Engineering (HYDRO 2021), Lecture Notes in Civil Engineering, Volume 339, Springer, Singapore, pp. 527-534, DOI: https://doi.org/10.1007/978-981-99-1901-7_42, Organised at SV National Institute of Technology, Surat, India, December 23-25, 2021. [Got First Prize in the Theme Soft Computing Techniques in Water Resources Engineering] (Article available on the Springer website)
Praneeth P, A.Vasan, K.Srinivasa Raju (2019) Pipe Size Design Optimization of Water Distribution Networks Using Water Cycle Algorithm. In: Yadav, N., Yadav, A., Bansal, J., Deep, K., Kim, J. (eds) Harmony Search and Nature Inspired Optimization Algorithms. Advances in Intelligent Systems and Computing, Vol 741. Springer, Singapore, pp.1057-1067, DOI: https://doi.org/10.1007/978-981-13-0761-4_99 (Article available on the Springer website)
Gayam Akshara, K.Srinivasa Raju, Ajit Pratap Singh, A.Vasan (2018) Application of Multiple Linear Regression as Downscaling Methodology for Lower Godavari Basin. In: Singh, V., Yadav, S., Yadava, R. (eds) Climate Change Impacts. Water Science and Technology Library, Vol 82. Springer, Singapore, pp. 25-34. DOI: https://doi.org/10.1007/978-981-10-5714-4_3. This work is part of International Conference on Water, Environment, Energy and Society (ICWEES-2016), Jointly Organised by AISECT University, India and Texas A & M University USA, March 15-18, 2016, Bhopal, India (Best research paper award on the sub-theme: climate change, drought assessment and mitigation) (Article available on the Springer website)
V.Swathi, K.Srinivasa Raju, Ajit Pratap Singh (2018) Application of Storm Water Management Model to an Urban Catchment. In: Singh, V., Yadav, S., Yadava, R. (eds) Hydrologic Modeling. Water Science and Technology Library, Vol 81. Springer, Singapore, pp. 175-184. DOI: https://doi.org/10.1007/978-981-10-5801-1_13. This work is part of the International Conference on Water, Environment, Energy and Society (ICWEES-2016), Jointly Organised by AISECT University, India, and Texas A & M University USA, March 15-18, 2016, Bhopal, India (Article available on the Springer website)
K. Srinivasa Raju, D. Nagesh Kumar, Nagababu Immadi (2017) Ranking of Global Climate Models for Godavari and Krishna River Basins, India using Compromise Programming. In: Kolokytha, E., Oishi, S., Teegavarapu, R. (eds) Sustainable Water Resources Planning and Management Under Climate Change. Springer, Singapore. pp. 87-100, DOI:https://doi.org/10.1007/978-981-10-2051-3_4 (Article available on the Springer website)
K. Srinivasa Raju, D. Nagesh Kumar (2015) Fuzzy Approach to Rank Global Climate Models. In: Ravi, V., Panigrahi, B., Das, S., Suganthan, P. (eds) Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015). Advances in Intelligent Systems and Computing, Vol 415. Springer, Cham., pp. 53-61, DOI: https://doi.org/10.1007/978-3-319-27212-2_5 (Article available on the Springer website)

Selected Conference Papers

Deepjyoti Deb, Anupam Mitra, S. Sai Vignan Reddy, Yashraj Jha, A. Vasan, K. Srinivasa Raju (2023) Monthly Reservoir Inflow Prediction using Deep Learning Techniques, HYDRO 2023' 28th International Conference on Hydraulics, Water Resources and Coastal Engineering, National Institute of Technology, Warangal, India, December 21-23, 2023 [Paper id: 614] [Accepted]
Deepjyoti Deb, A. Vasan, K. Srinivasa Raju (2022) Forecasting Evapotranspiration using Machine Learning, 27th Hydro 2022, International Conference, Punjab Engineering College, Chandigarh, India, December 22-24, 2022, pp. 620-630 (Volume 1)
R. Madhuri, K. Srinivasa Raju, A.Vasan (2022) Effect of Best Management Practices on Flood Susceptibility-based Building Risk, Water for Life Conference, Indian Institute of Technology, Madras, December 15-17, 2022 (Paper presented on December 17, 2022)
K.Srinivasa Raju, D. Nagesh Kumar, Climate Change Impact Assessment using Soft Computing: A Brief Overview, 24th HYDRO 2019, International Conference, Osmania University, Hyderabad, India, December 18-20, 2019, pp. 2345-2352.
Swathi V, K.Srinivasa Raju, V.Anirudh Reddy, Urban Flood Inundation Mapping using HEC-RAS - Case Study, International Conference on Innovative Trends in Civil Engineering for Sustainable Development (ITCSD-2019), September 13-15, 2019, Warangal, India, pp. 253-254.
K.Srinivasa Raju, A.Vasan, D.V.Morankar, Evaluation of Irrigation Planning Strategies using PROMETHEE-2 and Multicriterion Q-Analysis, Research Frontiers in Precision Agriculture, AFITA/WCCA 2018 Conference on Research Frontiers in Precision Agriculture, October 24-26, 2018 , Mumbai, India, pp. 77-79.
Sowmith Reddy Ch R, K.Srinivasa Raju, A.Vasan, Discharge Forecasting of a Watershed using Wavelet Neural Networks, Global Water Security Conference for Agriculture and Natural Resources, An ASABE Global Initiative Conference, October 3-6, 2018, Hyderabad, India, pp.17-18.
R.Madhuri, K.Srinivasa Raju, Murari R R Varma, Best Management Practices in an Urban Flooding Scenario, National Symposium on Emerging Environmental Challenges: An Engineering Approach (EEC 2018), February 16, 2018, Hyderabad, India, pp. 101.
Sriman Pankaj B, K.Srinivasa Raju, Evaluation of Rainfall-Runoff Model Structures in R Platform: Case Study, National Symposium on Emerging Environmental Challenges: An Engineering Approach (EEC 2018), February 16, 2018, Hyderabad, India, pp. 36. (Secured First Position in Best Oral Presentation Award)

Technical Reports

K.Srinivasa Raju, Lucien Duckstein, Cecile Arondel (2001) Multicriterion Analysis for Sustainable Water Resources Planning: A Case Study in Spain, Université Paris-Dauphine, Report Number 185, Cahier du LAMSADE, Paris, France / Technical Report TR5/2000, GRESE, ENGREF, Paris, France.
K.Srinivasa Raju Lucien Duckstein (2001), Multiobjective Fuzzy Linear Programming for Sustainable Irrigation Planning: an Indian case study, Université Paris-Dauphine, Report Number 186, Cahier du LAMSADE, Paris, France / Technical Report TR6/2000, GRESE, ENGREF, Paris, France.
J.Ganoulis, E.Kolokytha, Lucien Duckstein, K.Srinivasa Raju (2001) Ranking Alternative Strategies of Agricultural Water Use in the Euro-Mediterranean Area, Euro-Mediterranean Forum of Economic Institutes, Institut de la Mediterranee, Marseille, France.
K.Srinivasa Raju, Lucien Duckstein (2000) Multicrit: Multicriterion Decision Support System, Technical report, TR 4/2000, GRESE, ENGREF, Paris, France.

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