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Swarup Mahato

About


Dr. Swarup Mahato earned his Ph.D. in Structural Engineering from the Indian Institute of Technology Guwahati in 2019, where his work focused on developing time–frequency-based signal processing approaches for modal parametric identification. He obtained his M.Tech. in Structural Engineering from the same institute in 2013, completing a thesis on fragility analysis and performance-based design of reinforced concrete frames. His academic foundation was built at Bengal Engineering & Science University, Shibpur, where he graduated with a B.E. in Civil Engineering in 2010. Over the course of his studies, he was supported by MHRD fellowships and developed expertise in structural dynamics, probabilistic analysis, and performance-based design. His broader research interests now span vibration-based structural health monitoring, signal processing for condition assessment and predictive maintenance, time–frequency analysis, data-driven modeling, wireless sensing networks, and bridge dynamics.

Professionally, Dr. Mahato has accumulated diverse experience in academia, research, and industry across India and Europe. Since August 2025, he has been serving as an Assistant Professor in the Department of Civil Engineering at the Indian Institute of Engineering Science and Technology (IIEST), Shibpur, where he teaches at both undergraduate and postgraduate levels while pursuing research in inverse dynamics, vibration control, and condition assessment. Prior to this, he worked as a Project Researcher at Aarhus University, Denmark (2024–2025), contributing to the development of digital twin technology for parameter estimation and virtual sensing. From 2021 to 2023, he held a Project Researcher position at Kaunas University of Technology, Lithuania, focusing on photogrammetry and digital image correlation for damage prognosis in flexible structures. Earlier appointments include Project Fellow at IIT Guwahati (2021), Postdoctoral Researcher at Université Gustave Eiffel, France (2020–2021), where he developed vibration-based monitoring algorithms for wind turbines, and Research Engineer at ABB, Bengaluru (2019–2020), working on predictive maintenance and Industry 4.0 solutions. His professional journey began as a Design Engineer at M.N. Dastur & Company, Kolkata (2010–2011). Dr. Mahato’s work has been recognized with awards such as the MUSIWIND Postdoctoral Fellowship and the Best Paper Award in Structural Health Monitoring by ISSS and Springer. He actively contributes to the scholarly community as a reviewer for international journals, including Structures (Elsevier), Mechanical Systems and Signal Processing (Elsevier), IEEE Access, and Engineering Research Express (IOP Science), and holds memberships in professional societies such as ASCE, SEI, and ISHMII.

Academic Qualifications


  • PhD      - Indian Institute of Technology Guwahati                      2019
  • MTech  - Indian Institute of Technology Guwahati                       2013
  • BE        - Bengal Engineering & Science University, Shibpur      2010

Research Statement


Dr. Swarup Mahato’s research focuses on advancing Structural Dynamics and Structural Health Monitoring (SHM), with emphasis on data-driven system identification, model updating, damage detection, and vibration control. His work integrates stochastic subspace identification, signal processing, statistical learning, and sensor networking to improve the accuracy and reliability of structural condition assessment. He has also contributed to methodologies for bridge rating and performance evaluation, aiming to link monitoring insights with codal compliance and decision-making frameworks. More recently, his research has expanded toward cyber-physical sensing, combining experimental data, numerical modeling, and adaptive monitoring to establish predictive and prognostic tools for civil and mechanical infrastructure. His long-term vision is to enable intelligent SHM systems that unify advanced sensing, digital twins, and computational intelligence, thereby supporting real-time diagnostics, infrastructure resilience, and lifecycle management.

Latest Publications


  • 1 P. Talasila, D. Tcherniak, A.M.D.Jensen, S. Mahato, A.Schörghofer-Queiroz, M.D. Ulriksen, G. Abbiati, P.G. Larsen, L. Damkilde, Structural Health Monitoring of Engineering Structures Using Digital Twins: A Digital Twin Platform Approach, 11th International Conference on Experimental Vibration Analysis of Civil Engineering Structures (EVACES 2025), 2025
  • 2 Mahato S., Mukhopadhyay T., Das S., Chakraborty, A.,, Uncertainty-inclusive Performance Evaluation of Hybrid Base Isolation Systems for Efficient Vibration Control: On Exploiting Sparse Experimental Data of Magnetorheological Dampers, 80, Structures, Elsevier, 2025
  • 3 Bisoyi S., Rathi A.K., Mahato, S., Fault Diagnosis of Rolling Bearing Failures using a Multi-Stage e-CNN-GRU-SAM Network, accepted, Scientific Reports, Springer Nature, 2025
  • 4 Santosh Bisoyi, Amit Kumar Rathi, Swarup Mahato, Improvements in Prediction of Remaining Use- ful Life of Roller Bearings Using Deep Learning Models, 8th International Conference on System Reliability and Safety (ICSRS), 2024
  • 5 Kishorekanna Gunasekaran, Swarup Mahato, Paulius Griskevicius, Influence of discretisation as a parameter in predicting the fatigue life of a CT specimen using a finite element approach, 27th International Conference “Mechanika-2023”, 2023
  • 6 Swarup Mahato, Kestutis Špakauskas, Tomas Vaitkunas, Kishorekanna Gunasekaran, Paulius Griškevicius, Embedded defect identification of a multi-layered carbon fibre composite by combining different numerical model and DIC technique, 27th International Conference “Mechanika–2023”, 2023
  • 7 A Raza, R Rimašauskiene, V Jurenas, S Mahato, Experimental investigation of vibration amplitude control in additive manufactured PLA and PLA composite structures with MFC actuator, 294, Engineering Structures, Elsevier, 2023
  • 8 Paulius Griskevicius, Kestutis Spakauskas, Swarup Mahato, Valdas Grigaliunas, Renaldas Raisutis, Darius Eidukynas, Dariusz M Perkowski, Andrius Vilkauskas, Experimental and numerical study of healing effect on delamination defect in infusible thermoplastic composite laminates, 16 (20), 6764, Materials, 2023
  • 9 Nabeel Maqsood, Swarup Mahato, Marius Rimašauskas, Isyna Izzal Muna, Experimental analysis, analytical approach and numerical simulation to estimate the elastic modulus of 3D printed CCFRPC under mechanical loadings, 45 (9), 456, Journal of the Brazilian Society of Mechanical Sciences and Engineering, Springer, 2023
  • 10 Swarup Mahato, Arunasis Chakraborty, Paulius Griškevi?ius, A Data-Driven System Identification Method for Random Eigenvalue Problem Using Synchrosqueezed Energy and Phase Portrait Analysis, 23 (7), 3421, Sensors, 2023
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    Research Areas


    • Inverse dynamics
    • Time frequency analysis/Data-driven models
    • Signal processing based condition assessment and predictive maintenance
    • Vibration based structural health monitoring

    Publications


    1 Mahato S., Mukhopadhyay T., Das S., Chakraborty, A.,, Uncertainty-inclusive Performance Evaluation of Hybrid Base Isolation Systems for Efficient Vibration Control: On Exploiting Sparse Experimental Data of Magnetorheological Dampers, 80, Structures, Elsevier, 2025
  • 2 Bisoyi S., Rathi A.K., Mahato, S., Fault Diagnosis of Rolling Bearing Failures using a Multi-Stage e-CNN-GRU-SAM Network, accepted, Scientific Reports, Springer Nature, 2025
  • 3 A Raza, R Rimašauskiene, V Jurenas, S Mahato, Experimental investigation of vibration amplitude control in additive manufactured PLA and PLA composite structures with MFC actuator, 294, Engineering Structures, Elsevier, 2023
  • 4 Paulius Griskevicius, Kestutis Spakauskas, Swarup Mahato, Valdas Grigaliunas, Renaldas Raisutis, Darius Eidukynas, Dariusz M Perkowski, Andrius Vilkauskas, Experimental and numerical study of healing effect on delamination defect in infusible thermoplastic composite laminates, 16 (20), 6764, Materials, 2023
  • 5 Nabeel Maqsood, Swarup Mahato, Marius Rimašauskas, Isyna Izzal Muna, Experimental analysis, analytical approach and numerical simulation to estimate the elastic modulus of 3D printed CCFRPC under mechanical loadings, 45 (9), 456, Journal of the Brazilian Society of Mechanical Sciences and Engineering, Springer, 2023
  • 6 Swarup Mahato, Arunasis Chakraborty, Paulius Griškevi?ius, A Data-Driven System Identification Method for Random Eigenvalue Problem Using Synchrosqueezed Energy and Phase Portrait Analysis, 23 (7), 3421, Sensors, 2023 7 Ali Raza, Swarup Mahato, R?ta Rimašauskien?,, Actuation performance of macro fibre composite (MFC) as actuator in vibration reduction of cantilever beams, 29 (1), 42-50, Mechanika, 2023 8 Swarup Mahato, Budhaditya Hazra, Arunasis Chakraborty, Multi-variate Empirical Mode Decomposition (MEMD) for ambient modal identification of RC road bridge, 7 (4), 283-294, Structural Monitoring and Maintenance, Techno, 2020 9 Swarup Mahato, Arunasis Chakraborty, Sequential clustering of synchrosqueezed wavelet transform coefficients for efficient modal identification, 9 (2), 271-291, Journal of Civil Structural Health Monitoring, Springer, 2019 10 Swarup Mahato, Meda Vinay Teja, Arunasis Chakraborty, Combined wavelet–Hilbert transform-based modal identification of road bridge using vehicular excitation, 7 (1), 29-44, Journal of Civil Structural Health Monitoring, Springer, 2017 11 Swarup Mahato, Meda Vinay Teja, Arunasis Chakraborty, Adaptive HHT (AHHT) based modal parameter estimation from limited measurements of an RC framed building under multi-component earthquake excitations, 22 (7), 984-1001, Structural Control and Health Monitoring, Wiley, 2015
    1 P. Talasila, D. Tcherniak, A.M.D.Jensen, S. Mahato, A.Schörghofer-Queiroz, M.D. Ulriksen, G. Abbiati, P.G. Larsen, L. Damkilde, Structural Health Monitoring of Engineering Structures Using Digital Twins: A Digital Twin Platform Approach, 11th International Conference on Experimental Vibration Analysis of Civil Engineering Structures (EVACES 2025), 2025 2 Santosh Bisoyi, Amit Kumar Rathi, Swarup Mahato, Improvements in Prediction of Remaining Use- ful Life of Roller Bearings Using Deep Learning Models, 8th International Conference on System Reliability and Safety (ICSRS), 2024 3 Kishorekanna Gunasekaran, Swarup Mahato, Paulius Griskevicius, Influence of discretisation as a parameter in predicting the fatigue life of a CT specimen using a finite element approach, 27th International Conference “Mechanika-2023”, 2023 4 Swarup Mahato, Kestutis Špakauskas, Tomas Vaitkunas, Kishorekanna Gunasekaran, Paulius Griškevicius, Embedded defect identification of a multi-layered carbon fibre composite by combining different numerical model and DIC technique, 27th International Conference “Mechanika–2023”, 2023 5 Mehran Khan, Swarup Mahato, Darius Eidukynas, Tomas Vaitkunas, Influence determination of damage to mechanical structure based on modal analysis and modal assurance criterion, 42, 27-32, Vibroengineering Procedia, 2022
  • 6 Ali Raza, Ruta Rimasauskiene, Swarup Mahato, Comparative study on the actuation performance of macro fiber composite (MFC, P2 Type) in vibration reduction among rectangular composite beams, 26th International Conference “Mechanika-2022”, 2022
  • 7 Swarup Mahato, Adi Adumitroaie, Darius Eidukynas, Valdas Grigaliunas, Photogrammetry based modal parameter identification under varying support conditions, International symposium on non-destructive testing in civil engineering (NDT-CE 2022), Zurich, Switzerland, 2022
  • 8 Ali Raza, Ruta Rimasauskiene, Swarup Mahato, A study on effectiveness of macro fiber com- posite actuator in vibration reduction of composite beam, 24th International Conference on Computer Methods in Mechanics and 42nd Solid Mechanics Conference (CMM-SolMech 2022 ), 2022 9 Swarup Mahato, Diptojit Datta, Arunasis Chakraborty, Anjan Dutta, A based condition assessment of RC framed building, Advances in Rotor Dynamics, Control, and Structural Health Monitoring, 2020 10 Swarup Mahato, Arunasis Chakraborty, EKF based parameter identification of LTI system from seismic response measurements, 144, 360-365, 12th International Conference on Vibration Problem, 2016 11 Swarup Mahato, Arunasis Chakraborty, Performance of Adaptive Hilbert Transform and Its Variants in Modal Identification of RC Bridge, 8th ISSS National Confer- ence on MEMS, Smart Materials, Structures and Systems, 2016 12 Meda Vinay Teja, Swarup Mahato, Arunasis Chakraborty, Modal Parameter Estimation of LTI System Using Hilbert-Huang Transformation of Measured Wireless Sensor Data, Second Australasia and South-East Asia Structural Engineering and Construction Conference ASEA-SEC-2, 2014

    Patents


    # Patents Year

    Member


    Member in International Society for Structural Health Monitoring of Intelligent Infrastructure (ISHMII)
    Associate Member in Structural Engineering Institute (SEI)
    Associate Member in American Society of Civil Engineers (ASCE)

    Awards


    • MUSIWIND project fellowship during Postdoctoral study, Year: 2020
    • Best paper in Structural Health Monitoring (SHM) in Proceedings of 8th ISSS National Con- ference on MEMS, Smart Materials, Structures and Systems, Year: 2016

    Citations


    Google Scholar
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    Created: 23 November 2019