Navigation

  • Skip to Content
NTNU Home NTNU Home

ntnu.edu

  • Studies
    • Master's programmes in English
    • For exchange students
    • PhD opportunities
    • All programmes of study
    • Courses
    • Financing
    • Language requirements
    • Application process
    • Academic calendar
    • FAQ
  • Research and innovation
    • NTNU research
    • Research excellence
    • Strategic research areas
    • Innovation resources
    • PhD opportunities
  • Life and housing
    • Student in Trondheim
    • Student in Gjøvik
    • Student in Ålesund
    • For researchers
    • Life and housing
  • About NTNU
    • Contact us
    • Faculties and departments
    • Libraries
    • International researcher support
    • Vacancies
    • About NTNU
    • Maps
  1. Employees

Språkvelger

Norsk

Tongtong Wang

Download press photo
Download press photo
Foto:

Tongtong Wang

Researcher
Department of Ocean Operations and Civil Engineering
Faculty of Engineering

tongtong.wang@ntnu.no
B427, Ankeret, Ålesund
ResearchGate Google Scholar
About Publications Teaching

About

Education

  • 07/2019 - 06/2022: Department of Ocean Operations and Civil Engineering, NTNU Aalesund, Norway. 
  • 09/2016 - 03/2019: School of Naval Architecture & Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai. M.Sc. 
  • 09/2012 - 06/2016: School of Civil Engineering, Tianjin University, Tianjin. B.Sc.

Project Experience

  • 2019-2021: KPN, "Digital Twins for Vessel Life Cycle Service (TwinShip)".
  • 2021-2022: Startplugg project.
  • 2022-present: EU Horzion programme RoboSapiens

Awards

  • IEEE Robotics and Automation Maganize Best Paper Award 2024
  • Best Paper Finalist of 2020 IEEE International Conference on Mechatronics and Automation.
  • Best Paper Finalist of 2022 IEEE International Conference on Real-time Computing and Robotics.

Research Interests

  • Physics-informed neural network, physics-data cooperative modeling, 
  • Marine automation,  digital twins, and ship intelligence
  • Control, optimization, and human machine interactions of autonomous vehicles.
  • Machine learning, time-series forecasting and related applications.

Detailed information could be found in Intelligent Systems Lab.

https://www.ntnu.edu/ihb/intelligent-systems-lab

http://org.ntnu.no/intelligentsystemslab

 

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2025

  • Wang, Tongtong; Skulstad, Robert; Zhang, Houxiang. (2025) Physics-Informed Neural Networks for Robust System Identification of Ship Roll Dynamics With Noise Resilience. IEEE Transactions on Industrial Informatics
    Academic article
  • Wang, Tongtong; Skulstad, Robert; Holmeset, Finn Tore; Halse, Karl Henning; Hildre, Hans Petter; Zhang, Houxiang. (2025) Full-scale experimental research on wave shielding effect of RV Gunnerus for offshore operations. Ocean Engineering
    Academic article

2024

  • Wu, Baiheng; Hatledal, Lars Ivar; Madsen, Andreas Nygard; Wang, Tongtong; Brandsæter, Andreas; Osen, Ottar Laurits. (2024) Data Interface for an Interactable Ship Bridge towards Maritime Autonomous Surface Ships at Human-in-the-loop Levels. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Li, Shiyang; Wang, Tongtong; Li, Guoyuan; Skulstad, Robert; Zhang, Houxiang. (2024) Short-term ship roll motion prediction using the encoder–decoder Bi-LSTM with teacher forcing. Ocean Engineering
    Academic article
  • Wang, Tongtong; Skulstad, Robert; Kanazawa, Motoyasu; Li, Guoyuan; Zhang, Houxiang. (2024) Learning Nonlinear Dynamics of Ocean Surface Vessel with Multistep Constraints. IEEE Transactions on Industrial Informatics
    Academic article

2023

  • Li, Shiyang; Wang, Tongtong; Li, Guoyuan; Skulstad, Robert; Zhang, Houxiang. (2023) Multi-step Ship Roll Motion Prediction Based on Bi-LSTM and Input Optimization. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Kanazawa, Motoyasu; Wang, Tongtong; Skulstad, Robert; Li, Guoyuan; Zhang, Houxiang. (2023) Physics-data cooperative ship motion prediction with onboard wave radar for safe operations . IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Kanazawa, Motoyasu; Wang, Tongtong; Ichinose, Yasuo; Skulstad, Robert; Li, Guoyuan; Zhang, Houxiang. (2023) Bridging similar ships’ dynamics for safeguarding the system identification of maneuvering models. Ocean Engineering
    Academic article
  • Li, Shiyang; Wang, Tongtong; Li, Guoyuan; Zhang, Houxiang. (2023) Ship maneuvering model optimization for improved identification with less excitation. Ocean Engineering
    Academic article
  • Wang, Tongtong; Skulstad, Robert; Kanazawa, Motoyasu; Li, Guoyuan; Zhang, Houxiang. (2023) Knowledge transfer strategy for enhancement of ship maneuvering model. Ocean Engineering
    Academic article

2022

  • Zhu, Mingda; Wang, Tongtong; Zhang, Houxiang; Li, Guoyuan. (2022) Ship manoeuvring model identification under wind disturbance. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Wang, Tongtong; Hatledal, Lars Ivar; Kanazawa, Motoyasu; Li, Guoyuan; Zhang, Houxiang. (2022) Effect of Ship Propulsion Retrofit on Maneuverability Research Based on Co-simulation. Springer
    Academic chapter/article/Conference paper
  • Kanazawa, Motoyasu; Skulstad, Robert; Wang, Tongtong; Li, Guoyuan; Hatledal, Lars Ivar; Zhang, Houxiang. (2022) A Physics-Data Co-Operative Ship Dynamic Model for a Docking Operation. IEEE Sensors Journal
    Academic article
  • Zhang, Houxiang; Li, Guoyuan; Hatledal, Lars Ivar; Chu, Yingguang; Ellefsen, André Listou; Han, Peihua. (2022) A Digital Twin of the Research Vessel Gunnerus for Lifecycle Services: Outlining Key Technologies. IEEE robotics & automation magazine
    Academic article
  • Wang, Tongtong; Skulstad, Robert; Kanazawa, Motoyasu; Hatledal, Lars Ivar; Li, Guoyuan; Zhang, Houxiang. (2022) Adaptive Data-driven Predictor of Ship Maneuvering Motion Under Varying Ocean Environments. Springer
    Academic chapter/article/Conference paper
  • Kanazawa, Motoyasu; Wang, Tongtong; Skulstad, Robert; Li, Guoyuan; Zhang, Houxiang. (2022) Knowledge and data in cooperative modeling: Case studies on ship trajectory prediction. Ocean Engineering
    Academic article
  • Wang, Chunlin; Wang, Tongtong; Nord, Torodd Skjerve; Zhang, Houxiang; Li, Guoyuan; Osen, Ottar. (2022) Uncertainty and sensitivity analysis for the performance evaluation of ship dynamical model.
    Academic chapter/article/Conference paper
  • Wang, Tongtong; Skulstad, Robert; Kanazawa, Motoyasu; Li, Guoyuan; Æsøy, Vilmar; Zhang, Houxiang. (2022) Physics-informed Data-driven Approach for Ship Docking Prediction. IEEE conference proceedings
    Academic chapter/article/Conference paper

2021

  • Wu, Baiheng; Li, Guoyuan; Wang, Tongtong; Hildre, Hans Petter; Zhang, Houxiang. (2021) Sailing status recognition to enhance safety awareness and path routing for a commuter ferry. Ships and Offshore Structures
    Academic article
  • Wang, Tongtong; Li, Guoyuan; Wu, Baiheng; Æsøy, Vilmar; Zhang, Houxiang. (2021) Parameter Identification of Ship Manoeuvring Model Under Disturbance Using Support Vector Machine Method . Ships and Offshore Structures
    Academic article
  • Skulstad, Robert; Li, Guoyuan; Fossen, Thor I.; Wang, Tongtong; Zhang, Houxiang. (2021) A Co-operative Hybrid Model For Ship Motion Prediction. MIC Journal: Modeling, Identification and Control
    Academic article
  • Wang, Tongtong; Li, Guoyuan; Hatledal, Lars Ivar; Skulstad, Robert; Æsøy, Vilmar; Zhang, Houxiang. (2021) Incorporating Approximate Dynamics Into Data-Driven Calibrator: A Representative Model for Ship Maneuvering Prediction. IEEE Transactions on Industrial Informatics
    Academic article
  • Zhu, Mingda; Li, Guoyuan; Wang, Tongtong; Zhang, Houxiang. (2021) Genetic Algorithm-based Parameter Identification for Ship Manoeuvring Model under Wind Disturbance. NTNU
    Masters thesis

2020

  • Wang, Tongtong; Li, Guoyuan; Skulstad, Robert; Æsøy, Vilmar; Zhang, Houxiang. (2020) An effective model-based thruster failure detection method for dynamically positioned ships. IEEE conference proceedings
    Academic chapter/article/Conference paper

Journal publications

  • Wang, Tongtong; Skulstad, Robert; Zhang, Houxiang. (2025) Physics-Informed Neural Networks for Robust System Identification of Ship Roll Dynamics With Noise Resilience. IEEE Transactions on Industrial Informatics
    Academic article
  • Wang, Tongtong; Skulstad, Robert; Holmeset, Finn Tore; Halse, Karl Henning; Hildre, Hans Petter; Zhang, Houxiang. (2025) Full-scale experimental research on wave shielding effect of RV Gunnerus for offshore operations. Ocean Engineering
    Academic article
  • Li, Shiyang; Wang, Tongtong; Li, Guoyuan; Skulstad, Robert; Zhang, Houxiang. (2024) Short-term ship roll motion prediction using the encoder–decoder Bi-LSTM with teacher forcing. Ocean Engineering
    Academic article
  • Wang, Tongtong; Skulstad, Robert; Kanazawa, Motoyasu; Li, Guoyuan; Zhang, Houxiang. (2024) Learning Nonlinear Dynamics of Ocean Surface Vessel with Multistep Constraints. IEEE Transactions on Industrial Informatics
    Academic article
  • Kanazawa, Motoyasu; Wang, Tongtong; Ichinose, Yasuo; Skulstad, Robert; Li, Guoyuan; Zhang, Houxiang. (2023) Bridging similar ships’ dynamics for safeguarding the system identification of maneuvering models. Ocean Engineering
    Academic article
  • Li, Shiyang; Wang, Tongtong; Li, Guoyuan; Zhang, Houxiang. (2023) Ship maneuvering model optimization for improved identification with less excitation. Ocean Engineering
    Academic article
  • Wang, Tongtong; Skulstad, Robert; Kanazawa, Motoyasu; Li, Guoyuan; Zhang, Houxiang. (2023) Knowledge transfer strategy for enhancement of ship maneuvering model. Ocean Engineering
    Academic article
  • Kanazawa, Motoyasu; Skulstad, Robert; Wang, Tongtong; Li, Guoyuan; Hatledal, Lars Ivar; Zhang, Houxiang. (2022) A Physics-Data Co-Operative Ship Dynamic Model for a Docking Operation. IEEE Sensors Journal
    Academic article
  • Zhang, Houxiang; Li, Guoyuan; Hatledal, Lars Ivar; Chu, Yingguang; Ellefsen, André Listou; Han, Peihua. (2022) A Digital Twin of the Research Vessel Gunnerus for Lifecycle Services: Outlining Key Technologies. IEEE robotics & automation magazine
    Academic article
  • Kanazawa, Motoyasu; Wang, Tongtong; Skulstad, Robert; Li, Guoyuan; Zhang, Houxiang. (2022) Knowledge and data in cooperative modeling: Case studies on ship trajectory prediction. Ocean Engineering
    Academic article
  • Wu, Baiheng; Li, Guoyuan; Wang, Tongtong; Hildre, Hans Petter; Zhang, Houxiang. (2021) Sailing status recognition to enhance safety awareness and path routing for a commuter ferry. Ships and Offshore Structures
    Academic article
  • Wang, Tongtong; Li, Guoyuan; Wu, Baiheng; Æsøy, Vilmar; Zhang, Houxiang. (2021) Parameter Identification of Ship Manoeuvring Model Under Disturbance Using Support Vector Machine Method . Ships and Offshore Structures
    Academic article
  • Skulstad, Robert; Li, Guoyuan; Fossen, Thor I.; Wang, Tongtong; Zhang, Houxiang. (2021) A Co-operative Hybrid Model For Ship Motion Prediction. MIC Journal: Modeling, Identification and Control
    Academic article
  • Wang, Tongtong; Li, Guoyuan; Hatledal, Lars Ivar; Skulstad, Robert; Æsøy, Vilmar; Zhang, Houxiang. (2021) Incorporating Approximate Dynamics Into Data-Driven Calibrator: A Representative Model for Ship Maneuvering Prediction. IEEE Transactions on Industrial Informatics
    Academic article

Part of book/report

  • Wu, Baiheng; Hatledal, Lars Ivar; Madsen, Andreas Nygard; Wang, Tongtong; Brandsæter, Andreas; Osen, Ottar Laurits. (2024) Data Interface for an Interactable Ship Bridge towards Maritime Autonomous Surface Ships at Human-in-the-loop Levels. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Li, Shiyang; Wang, Tongtong; Li, Guoyuan; Skulstad, Robert; Zhang, Houxiang. (2023) Multi-step Ship Roll Motion Prediction Based on Bi-LSTM and Input Optimization. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Kanazawa, Motoyasu; Wang, Tongtong; Skulstad, Robert; Li, Guoyuan; Zhang, Houxiang. (2023) Physics-data cooperative ship motion prediction with onboard wave radar for safe operations . IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Zhu, Mingda; Wang, Tongtong; Zhang, Houxiang; Li, Guoyuan. (2022) Ship manoeuvring model identification under wind disturbance. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Wang, Tongtong; Hatledal, Lars Ivar; Kanazawa, Motoyasu; Li, Guoyuan; Zhang, Houxiang. (2022) Effect of Ship Propulsion Retrofit on Maneuverability Research Based on Co-simulation. Springer
    Academic chapter/article/Conference paper
  • Wang, Tongtong; Skulstad, Robert; Kanazawa, Motoyasu; Hatledal, Lars Ivar; Li, Guoyuan; Zhang, Houxiang. (2022) Adaptive Data-driven Predictor of Ship Maneuvering Motion Under Varying Ocean Environments. Springer
    Academic chapter/article/Conference paper
  • Wang, Chunlin; Wang, Tongtong; Nord, Torodd Skjerve; Zhang, Houxiang; Li, Guoyuan; Osen, Ottar. (2022) Uncertainty and sensitivity analysis for the performance evaluation of ship dynamical model.
    Academic chapter/article/Conference paper
  • Wang, Tongtong; Skulstad, Robert; Kanazawa, Motoyasu; Li, Guoyuan; Æsøy, Vilmar; Zhang, Houxiang. (2022) Physics-informed Data-driven Approach for Ship Docking Prediction. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Wang, Tongtong; Li, Guoyuan; Skulstad, Robert; Æsøy, Vilmar; Zhang, Houxiang. (2020) An effective model-based thruster failure detection method for dynamically positioned ships. IEEE conference proceedings
    Academic chapter/article/Conference paper

Report

  • Zhu, Mingda; Li, Guoyuan; Wang, Tongtong; Zhang, Houxiang. (2021) Genetic Algorithm-based Parameter Identification for Ship Manoeuvring Model under Wind Disturbance. NTNU
    Masters thesis

Teaching

Courses

  • IP501508 - Robotikk

NTNU – Norwegian University of Science and Technology

  • For employees
  • |
  • For students
  • |
  • Intranet
  • |
  • Blackboard

Studies

  • Master's programmes in English
  • For exchange students
  • PhD opportunities
  • Courses
  • Career development
  • Continuing education
  • Application process

News

  • NTNU News
  • Vacancies

About NTNU

  • About the university
  • Libraries
  • NTNU's strategy
  • Research excellence
  • Strategic research areas
  • Organizational chart

Contact

  • Contact NTNU
  • Employees
  • Find experts
  • Press contacts
  • Researcher support
  • Maps

NTNU in three cities

  • NTNU in Gjøvik
  • NTNU in Trondheim
  • NTNU in Ålesund

About this website

  • Use of cookies
  • Accessibility statement
  • Privacy policy
  • Editorial responsibility
Facebook Instagram Linkedin Snapchat Tiktok Youtube
Sign In
NTNU logo