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sandeep@nitsri.net
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Dr.Sandeep Samantaray

Assistant Professor

Hydrology, Water Resources Engineering, Soft Computing

Education

Degree Institute CGPA Year Subject Description
Ph. D. NIT Silchar, Assam 2021 Civil Engineering Water Resources Engineering, Hydrology
M.TECH VSSUT Burla, Odisha 2016 Civil Engineering Water Resources Engineering
B.TECH HIT Khurdha, Bhubaneswar, Odisha. (BPUT, Rourkela) 2013 Civil Engineering Civil Engineering

Publications Journal

Month-Year Authors Paper Title Volume PageNo DOI Impact Factor Type Journal Name
FEB 2023 Samantaray S., Sahoo A., Agnihotri A Prediction of Flood Discharge Using Hybrid PSO-SVM Algorithm in Barak River Basin 10 1.9 SCIE MethodsX, Elsevier
MAR 2023 Samantaray S., Sahoo A., Agnihotri A Flood replication using ANN model concerning with various catchment characteristics: Narmada river basin 104 381-396 SCOPUS Journal of The Institution of Engineers (India): Series A (IEIA), Springer.
JUN 2023 Samantaray S., Sahoo A Prediction of Flow Discharge in Mahanadi River Basin, India based on novel Hybrid SVM Approaches 4.9 SCIE Environment, Development and Sustainability, Springer
JUN 2023 Samantaray S., Sahoo, P., Sahoo A., Sathpathy D. P Flood Discharge Prediction Using improved ANFIS model combined with hybrid Particle Swarm Optimization and Slime Mould Algorithm 5.8 SCIE Environmental Science and Pollution Research, Springer
MAR 2022 Samantaray S., Das S. S., Sahoo A., Sathpathy D. P Monthly Runoff prediction at Baitarani River basin by support vector machine based on Salp Swarm AlgorithiM 13(5) 6 SCIE Ain Shams Engineering Journal, Elsevier
APR 2022 Samantaray S., Sahoo A., Sathpathy D. P Prediction of Groundwater-Level Using Novel SVM-ALO, SVM-FOA and SVM-FFA Algorithms at Purba-Medinipur, Indi 15 SCOPUS Arabian Journal of Geosciences, Springer
AUG 2022 Samantaray S., Sahoo A., Paul S., Ghose DK Prediction of Bed Load Sediment Using Newly-Developed Support Vector Machine Techniques 148 (10) 2.6 SCIE Journal of Irrigation and Drainage Engineering, ASCE
APR 2022 Samantaray S., Biswakalyani C., Singh D. K., Sahoo A., Sathpathy D. P Prediction of Ground Water Fluctuation Based on Hybrid ANFIS-GWO Approach in Arid Watershed, India 26 (11) 5251–5273 4.1 SCIE Soft Computing, Springer
MAR 2022 Sahoo A., Samantaray S., Ghose DK Multilayer Perceptron and Support Vector Machine Trained with Grey Wolf Optimizer for Predicting Flood in Barak River, India 131 (2) 1.9 SCIE Journal of earth system science, Springer
OCT 2021 Samantaray S., Ghose DK Prediction of S12-MKII rainfall simulator experimental runoff data sets using hybrid PSR-SVM-FFA approaches 13 (2) 707-734 2.8 SCIE Journal of Water and Climate change, IWA Publishing
FEB 2021 Sahoo A., Samantaray S., Ghose DK Prediction of flood in Barak River using hybrid machine learning approaches: A case study. 97 (8) 867-880 1.3 SCIE Journal of the Geological society of India, Springer
JUL 2021 Sahoo A., Samantaray S., Paul, S Efficacy of ANFIS-GOA technique in flood prediction: a case study of Mahanadi river basin in India 4 (1) 137-156 2.1 SCIE H2 open journal, IWA Publication
MAY 2021 Samantaray S., Sahoo A Prediction of suspended sediment concentration using hybrid SVM-WOA approaches 37 (19) 3.8 SCIE Geocarto International, Taylor & Francis
AUG 2021 Samantaray S., Sahoo A., Agnihotri, A Assessment of Flood Frequency using Statistical and Hybrid Neural Network Method: Mahanadi River Basin, India 97 (8) 867-880 1.3 SCIE Journal of the Geological Society of India, Springer
JUN 2021 Samantaray S., Sahoo A A Comparative Study on Prediction of Monthly Streamflow Using Hybrid ANFIS-PSO Approaches 25 (10) 4032-4043 2.2 SCIE KSCE Journal of Civil Engineering, Springer
JUL 2021 Samantaray S., Sahoo A Modelling response of infiltration loss toward water table depth using RBFN, RNN, ANFIS techniques 25 (2) 227-234 SCOPUS KES international journal, IOP Press
SEP 2020 Samantaray S., Sahoo A Prediction of runoff using BPNN, FFBPNN, CFBPNN algorithm in arid watershed: A case study 24(3) 243-251 SCOPUS KES international journal, IOP Press
JAN 2020 Sahoo A., Samantaray S., Singh RB Analysis of velocity profiles in rectangular straight open channel flow 28(1) 1-18 SCOPUS Pertanika Journal of Science and Technology, UPM Press
JAN 2020 Samantaray S., Ghose DK Assessment of suspended sediment loads with Neural Networks in arid watershed 101 371-380 SCOPUS Institution of Engineers Series-A, Springer
MAY 2020 Samantaray S., Sahoo A., Ghose DK Assessment of Sediment Load Concentration Using SVM, SVM-FFA and PSR-SVM-FFA in Arid Watershed, India: A Case Study 24 (6) 1944-1957 2.2 SCIE KSCE J Civ Engg, Springer
AUG 2020 Samantaray S., Ghose DK Modelling Runoff in an Arid Watershed through Integrated Support Vector Machine 3 (1) 256-275 2.1 SCIE H2 open journal, IWA Publication
JUN 2020 Samantaray S., Sahoo A Estimation of Flood frequency using Statistical method; Mahanadi river basin, India 3 (1) 189-207 2.1 SCIE H2 open journal, IWA Publication
MAY 2020 Samantaray S., Ghose DK Modelling runoff in a river basin, India: An integration for developing un-gauged catchment 10 (3) 248-266 SCOPUS International Journal of Hydrology Science and Technology, Inderscience
JAN 2019 Rath A., Samantaray S., Swain PC Flow Measurement in Huma Tail distributary of Hirakud Command Area, India using Chiu’s Equation 27 (1) 409-420 SCOPUS Pertanika Journal of Science and Technology, UPM Press
OCT 2019 Samantaray S., Sahoo A., Ghose DK. Assessment of runoff via precipitation using neural networks: Watershed modelling for developing environment in arid region 27 (4) 2245-2263 SCOPUS Pertanika Journal of Science and Technology, UPM Press
OCT 2019 Samantaray S., Ghose DK Sediment assessment for a watershed in arid region via neural networks 44 (10) 1.6 SCIE Sadhana, Springer
JAN 2019 Ghose DK., Mandal P., Samantaray S Experimental study of Hydraulic jump characteristics in a tilting Flume 27 (1) 397 - 407 SCOPUS Pertanika Journal of science and technology. UPM Press
JUL 2019 Mohanta NR., Samantaray S Study of Combined Effect of Metakaolin and Steel Fiber on Mechanical Properties of Concrete 27(3) 1381-1396 SCOPUS Pertanika Journal of Science and Technology, UPM Press
FEB 2019 Rath A., Samantaray S., Swain PC Discharge Measurement in Part of Hirakud Canal System, Odisha, India, Using Chiu’s Equation 100(3) 479-486 SCOPUS Institution of Engineers Series-A, Springer

Publications Conference

Month-year Authors Type Identifier Title Conference Name
JUL 2022 A Sahoo, S Samantaray, D P Sathpathy International SCOPUS DOI Prediction of Sediment Load through Novel SVM-FOA Approach: A Case Study Data Engineering and Intelligent Computing, Lecture Notes in Networks and Systems book series, Springer.
NOV 2021 S Samantaray, P Sumaan, P Surin, N R Mohanta, A Sahoo International SCOPUS DOI Prophecy of Groundwater Level Using Hybrid ANFIS-BBO Approach Proceedings of International Conference on Data Science and Applications. Lecture Notes in Networks and Systems book series, Springer, Singapore
NOV 2021 N R Mohanta, S K Panda, Ujjawal K Singh, A Sahoo, S Samantaray International SCOPUS DOI MLP-WOA Is a Successful Algorithm for Estimating Sediment Load in Kalahandi Gauge Station, India Proceedings of International Conference on Data Science and Applications, Lecture Notes in Networks and Systems book series, Springer
OCT 2020 Sridharam S., Sahoo A., Samantaray S., Ghose DK International SCOPUS DOI Assessment of flow discharge in a river basin through CFBPNN, LRNN and CANFIS Communication Software and Networks. Lecture Notes in Networks and Systems book series, Springer, Singapore.
OCT 2020 Sahoo A., Singh U K, Kumar M H, Samantaray S International SCOPUS DOI Estimation of flood in a river basin through neural networks: a case study Communication Software and Networks, Lecture Notes in Networks and Systems book series. Springer.
OCT 2020 Sridharam S., Sahoo A., Samantaray S., Ghose DK International SCOPUS DOI Estimation of water table depth using Wavelet-ANFIS: A case study Communication Software and Networks. Lecture Notes in Networks and Systems book series, Springer, Singapore.
OCT 2020 Sarkar BN., Samantaray S., Kumar U., Ghose DK International SCOPUS DOI Runoff is a key constraint towards water table fluctuation using neural networks: A case study Communication Software and Networks. Lecture Notes in Networks and Systems book series, Springer, Singapore
OCT 2020 Jimmy SR., Sahoo A., Samantaray S., Ghose DK International SCOPUS DOI Prophecy of runoff in a river basin using various neural networks Communication Software and Networks. Lecture Notes in Networks and Systems book series, Springer, Singapore
OCT 2020 Sahoo A., Barik A., Samantaray S., Ghose DK International SCOPUS DOI Prediction of sedimentation in a watershed using RNN and SVM Communication Software and Networks. Lecture Notes in Networks and Systems book series, Springer, Singapore.
OCT 2020 Samantaray S., Sahoo A., Mohanta NR., Biswal P., Umesh K Das International SCOPUS DOI Runoff prediction using Hybrid neural networks in semi-arid watershed, India: A case study Communication Software and Networks. Lecture Notes in Networks and Systems book series, Springer, Singapore
AUG 2020 Mohanta N. R, Biswal P, Samantaray S., Sahoo A International SCOPUS DOI Efficiency of River flow prediction in river using Wavelet-CANFIS: A case study Intelligent Data Engineering and Analytics. Advances in Intelligent Systems and Computing book series. Springer, Singapore
AUG 2020 Mohanta N. R, Biswal P, Kumari S S., Samantaray S., Sahoo A International SCOPUS DOI Estimation of sediment load using Adaptive Neuro Fuzzy Inference System at Indus river basin, India Intelligent Data Engineering and Analytics. Advances in Intelligent Systems and Computing book series. Springer, Singapore.
FEB 2020 Samantaray S., Sahoo A., Ghose DK International SCOPUS DOI Assessment of Groundwater potential using neural network: A case study International Conference on Intelligent Computing and Communication ICICC 2019: Intelligent Computing and Communication. Advances in Intelligent Systems and Computing book series, Springer, Singapore
FEB 2020 Samantaray S., Sahoo A., Ghose DK International SCOPUS DOI Prediction of sedimentation in an arid watershed using BPNN and ANFIS ICT Analysis and Applications, Lecture Notes in Networks and Systems book series, Springer, Singapore
OCT 2019 Sahoo A., Samantaray S., Ghose DK International SCOPUS DOI Stream flow forecasting in Mahanadi river basin using artificial neural networks Procedia computer science, Science Direct
OCT 2019 Samantaray S, Sahoo A International SCOPUS DOI Estimation of runoff through BPNN and SVM in Agalpur watershed Frontiers in Intelligent Computing: Theory and Applications. Advances in Intelligent Systems and Computing book series Springer, Singapore.
OCT 2019 Samantaray S, Sahoo A International SCOPUS DOI Appraisal of runoff through BPNN, RNN and RBFN in Tentulikhunti watershed: A case study Frontiers in Intelligent Computing: Theory and Applications. Advances in Intelligent Systems and Computing book series Springer, Singapore.
SEP 2019 Samantaray S., Sahoo A., Ghose D.K International SCOPUS DOI Infiltration Loss Affects Toward Groundwater Fluctuation Through CANFIS in Arid Watershed: A Case Study Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies book series, Springer, Singapore
SEP 2019 Samantaray S., Sahoo A International SCOPUS DOI Assessment of Sediment Concentration Through RBNN and SVM-FFA in Arid Watershed, India Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies, Springer, Singapore
SEP 2019 Sahoo A., Samantaray S., Bankuru S., Ghose D.K International SCOPUS DOI Prediction of Flood Using Adaptive Neuro-Fuzzy Inference Systems: A Case Study Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies book series. Springer, Singapore.
SEP 2019 Samantaray S., Tripathy O., Sahoo A., Ghose D.K International SCOPUS DOI Rainfall Forecasting Through ANN and SVM in Bolangir Watershed, India Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies book series, Springer, Singapore.
DEC 2018 Samantaray S, Samantaray S, Ghose DK, Mohanty CR, and Rath A. International SCOPUS DOI Removal of turbidity using Dual media filter ASCE India Conference 2017Urbanization Challenges in Emerging Economies, ASCE Library.
NOV 2018 Das U., Samantaray S., Ghose DK., Roy PJ International SCOPUS DOI Estimation of aquifer potential using BPNN, RBFN, RNN, and ANFIS Smart Intelligent Computing and Applications, Smart Innovation, Systems and Technologies book series, Springer.
NOV 2018 Samantaray S., Ghose DK International SCOPUS DOI Dynamic modelling of runoff in a watershed using artificial neural network Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies book series, Springer, Singapore
OCT 2018 Ghose DK., Samantaray S International SCOPUS DOI Estimating runoff using feed forward neural networks in scarce rainfall region Smart Intelligent Computing and Applications, Smart Innovation, Systems and Technologies book series, Springer.
JUL 2018 Samantaray S, Ghose D K International SCOPUS DOI Evaluation of suspended sediment concentration using descent neural networks Procedia computer science, ScienceDirect
APR 2018 Rath A., Samantaray S., Biswal S., Swain PC International SCOPUS DOI Application of Genetic Algorithm to Derive an Optimal Cropping Pattern, in Part of Hirakud Comman Progress in Computing, Analytics and Networking. Advances in Intelligent Systems and Computing book series Springer.
JAN 2018 Ghose DK and Samantaray S International SCOPUS DOI Modelling sediment concentration using back propagation neural network and regression coupled with genetic algorithm Procedia Computer Science, ScienceDirect
DEC 2017 Rath A, Biswal S, Samantaray S and Swain PC International SCOPUS DOI Derivation of optimal cropping pattern in part of hirakud command using cuckoo search IOP Conference Series: Materials Science and Engineering, IOP Science.

Book Published

  • Book Chapter: Behera S.K., Samantaray S., Sahoo, A., Ghose, D.K., Eslamian S. Application of SCS-CN for Estimating Runoff on Arid Watershed. CRC Publication, Taylor Francis Group, 385-418, 2022
  • Book Chapter: Samantaray, S., Sahoo, A., Satapathy, D.P., Mishra, S.S. Prophecy of groundwater fluctuation through SVM-FFA hybrid approaches in arid watershed, India. Current Directions in Water Scarcity Research, Elsevier, 7, 341-365, 2022
  • Book Chapter: Samantaray, S., Sahoo, A., Mishra, S.S. Flood forecasting using novel ANFIS-WOA approach in Mahanadi river basin, India. Current Directions in Water Scarcity Research, Elsevier, 7, 663-682, 2022
  • Book Chapter: Samantaray, S., Sahoo, A., Das, S.S., Satapathy, D.P. Development of rainfall-runoff model using ANFIS with an integration of GIS: A case study. Current Directions in Water Scarcity Research, Elsevier, 7, 201-223, 2022
  • Book: Samantaray S., Sahoo, A., Ghose, D.K. Watershed Management and Application of AI. CRC Publication, Taylor Francis Group, 2021
  • Book Chapter: Samantaray S., Ghose DK., Eslamian S. Return Period Determination for Rainwater Harvesting System Design. Handbook of Water Harvesting and Conservation: Basic Concepts and Fundamentals, John Wiley & Sons, Inc., 191-205, 2021
  • Book Chapter: Rath A., Samantaray S., Raj P., Swain PC, Eslamian S. Impact assessment of integrated watershed management in the micro watersheds of Sambalpur district, Odisha India. Handbook of Water Harvesting and Conservation: Case Studies and Application, John Wiley & Sons, Ltd., 341-358, 2021
  • Book Chapter: Rath A., Samantaray S., Swain PC. Optimization of the Cropping Pattern Using Cuckoo Search Technique. Smart Techniques for a Smarter Planet. Studies in Fuzziness and Soft Computing, vol 374. Springer, Cham, 19-35, 2019
  • Book Chapter: Ghose DK., Samantaray S. Integrated Sensor networking for estimating ground water potential in scanty rainfall region: challenges and evaluation, Computational Intelligence in Sensor Networks, Springer; 776: 335-352, 2019
  • Book Chapter: Ghose DK., Samantaray S. Sedimentation process and its assessment through integrated sensor networks and machine learning process, Computational Intelligence in Sensor Networks, Springer; 776: 473-488., 2019

Books & Chapters

Author Title Chapter Month-Year Publisher ISBN/ISSN DOI
Samantaray S., Sahoo, A., Ghose, D.K Watershed Management and Application of AI Chapter 1-14 MAY 2021 CRC Publication, Taylor Francis Group 9781003168041/978-0-367-76306-0, 978-0-367-76675-7
Samantaray, S., Sahoo, A., Satapathy, D.P., Mishra, S.S Current Directions in Water Scarcity Research Prophecy of groundwater fluctuation through SVM-FFA hybrid approaches in arid watershed, India OCT 2022 Elsevier 2542-7946
Samantaray, S., Sahoo, A., Mishra, S.S Current Directions in Water Scarcity Research Flood forecasting using novel ANFIS-WOA approach in Mahanadi river basin, India OCT 2022 Elsevier 2542-7946
Samantaray, S., Sahoo, A., Das, S.S., Satapathy, D.P Current Directions in Water Scarcity Research Development of rainfall-runoff model using ANFIS with an integration of GIS: A case study OCT 2022 Elsevier 2542-7946
Rath A., Samantaray S., Swain PC Smart Techniques for a Smarter Planet Optimization of the Cropping Pattern Using Cuckoo Search Technique JAN 2019 Springer Nature Switzerland AG 978-3-030-03130-5/978-3-030-03131-2
Ghose DK., Samantaray S Computational Intelligence in Sensor Network Integrated Sensor networking for estimating ground water potential in scanty rainfall region: challenges and evaluation MAY 2018 Springer, Berlin, Heidelberg 978-3-662-57275-7/978-3-662-57277-1
Ghose D K., Samantaray S Computational Intelligence in Sensor Network Sedimentation process and its assessment through integrated sensor networks and machine learning process MAY 2018 Springer, Berlin, Heidelberg 978-3-662-57275-7/978-3-662-57277-1
Samantaray S., Ghose DK., Eslamian S Handbook of Water Harvesting and Conservation: Basic Concepts and Fundamentals Return Period Determination for Rainwater Harvesting System Design JAN 2021 Wiley Online Library 9781119478959/9781119478911
Raj P., Rath A., Samantaray S., Swain PC, Eslamian S Handbook of Water Harvesting and Conservation: Case Studies and Application Examples Impact assesment of integrated watershed management in the micro watersheds of sambalpur district, odisha india APR 2021 Wiley Online Library 9781119775980/9781119776017
Behera S.K., Samantaray S., Sahoo, A., Ghose, D.K., Eslamian S Flood Handbook Principles and Applications Application of SCS-CN for Estimating Runoff on Arid Watershed APR 2022 CRC Publication, Taylor Francis Group 9781138584938

Patents

Month-Year Title Status Agency Details
JAN 2023 A Combined Tidal Power and Ocean Current Based Power Generation System Granted SA Patent SA Patent, 2022/07881
JAN 2023 A System For Predicting Suspended Sediment Concentration Using Hybrid Approach and Method Thereof Granted SA Patent SA Patent, 2022/10821
MAR 2023 An Automatic System To Detect And Alert Dangerous Driving Areas And Its Method Thereof Granted SA Patent SA Patent, 2023/00589
JUN 2022 An Improved Power Generation System With Balancing Ground Water, Flood, and Sediment Load [German Language: EIN VERBESSERTES STROMERZEUGUNGSSYSTEM MIT EINEM AUSGLEICH FÜR GRUNDWASSER, HOCHWASSER UND Granted German Patent, Deutsches Patent- und Markenamt German Patent, Deutsches Patent- und Markenamt, 202022102390
MAY 2018 An intelligent and a self-learning fluid detection apparatus and method thereof Granted IN Patent IN Patent, 201831017820 A

Professional Qualifications / Membership

Society/Orgnisation Prof Membership/Fellowship From Date To Date
Advancing earth and Space Science [AGU] Regular Membership 31-05-2023 31-12-2024
Hong Kong Chemical, Biological & Environmental Engineering Society (HKCBEES) Life Membership [LM-202670] 31-12-2019 31-07-2057
Indian Society for Technical Education (ISTE) Life Membership [LM-122348] 31-12-2018 31-07-2057
Indian Water Resources Society (IWRS) Life Member [LM-7780] 31-12-2018 31-07-2057
Indian Society for Hydraulics (ISH) Life Member [LM-1387] 31-12-2018 31-07-2057
Institution of Engineers (INDIA) [IEA] Associate member [AM181228-1] 31-12-2018 31-07-2057
International Association of Engineers (IAENG) Life member [LM-211586] 31-12-2018 31-07-2057

Expert Talks / Lectures delivered / Reviewers / Other outreach

Nature From To Details of Event / Brief
Reviewer Journal JAN 2019 JUN 2023 IEEE Access