2025

• Xu, Sheng; Kim, Ekaterina. (2025) A Bayesian network model for estimating the combined risk in Northeast Passage escort operations. Ocean Engineering
  Academic article

2024

• Roldán, Francisco Amor; Kim, Ekaterina; Korosov, Anton; Marxer, Ricard. (2024) Data Driven modelling of Sea Ice Drift. NTNU
  Magister thesis
• Panchi, Nabil; Kim, Ekaterina. (2024) SeaIceWeather.
  Database
• Norfleet, Cole; Veggeland, Oskar Gjesdal; Kim, Ekaterina; Campos da Silveira, Maria Margarida. (2024) Autonomous Labelling and Supervised Learning of a Deep Neural Network for Sea Ice Segmentation: A Proof-of-Concept Study in Image Segmentation using LiDAR Information. NTNU
  Masters thesis
• Cohrs, Jan-Christopher; Kim, Ekaterina; Berkels, Benjamin. (2024) Sea-Ice States: Unsupervised Segmentation from Multispectral Data Based on Mumford–Shah Functional. Proceedings of the IAHR International Symposium on ice
  Academic article
• Zhao, Weidong; Leira, Bernt Johan; Høyland, Knut Vilhelm; Kim, Ekaterina; Feng, Guoqing; Ren, Huilong. (2024) A Framework for Structural Analysis of Icebreakers during Ramming of First-Year Ice Ridges. Journal of Marine Science and Engineering (JMSE)
  Academic article
• Panchi, Nabil; Kim, Ekaterina. (2024) Deep Learning Strategies for Analysis of Weather-Degraded Optical Sea Ice Images. IEEE Sensors Journal
  Academic article
• Mokhtari, Mojtaba; Kim, Ekaterina; Amdahl, Jørgen. (2024) Numerical Simulation of Concurrent Flexural and Crushing Failure of Level Ice . The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper
• Veggeland, Oskar Gjesdal; Kim, Ekaterina; Skjetne, Roger. (2024) Multi Modal Mapping of Sea Ice Fields From Remote Shipborne Instrumentation. The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper
• Veggeland, Oskar Gjesdal; Kim, Ekaterina; Skjetne, Roger. (2024) A Probabilistic Approach to Correct for Oblique Biases in Sea Ice Parametrization from Shipborne Cameras. Journal of Physics: Conference Series (JPCS)
  Academic article

2023

• Panchi, Nabil; Kim, Ekaterina; Skjetne, Roger; Hughes, Nick. (2023) ASSIST Observations 2017–2021: Uncertainty, Comparison With Sea Ice Charts, and Ice Concentration From Deep Learning Model. The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper
• Mokhtari, Mojtaba; Kim, Ekaterina; Amdahl, Jørgen. (2023) Numerical Simulation of an Aluminium Panel Subject to Ice Impact Load Using a Rate and Pressure Dependent Elastoplastic Material Model for Ice. The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper
• Mokhtari, Mojtaba; Kim, Ekaterina; Amdahl, Jørgen. (2023) A non-linear viscoelastic material model with progressive damage based on microstructural evolution and phase transition in polycrystalline ice for design against ice impact. International Journal of Impact Engineering
  Academic article
• Kim, Ekaterina; Høyland, Knut Vilhelm; Frederking, R.. (2023) Reconstructing ice force-displacement development in structural assessments of freshwater, polycrystalline ice impacts. International Journal of Impact Engineering
  Academic article
• Mokhtari, Mojtaba; Kim, Ekaterina; Amdahl, Jørgen. (2023) A rate and pressure dependent elastoplastic material model for glacial ice colliding with marine structures. CRC Press
  Academic chapter/article/Conference paper
• Kim, Ekaterina; Mokhtari, Mojtaba; Oftedahl, Live. (2023) Arctic Hive Mind.
  Website (informational material)
• Xu, Sheng; Kim, Ekaterina. (2023) Hybrid causal logic model for estimating the probability of an icebreaker–ship collision in an ice channel during an escort operation along the Northeast Passage. Ocean Engineering
  Academic article
• Kim, Ekaterina. (2023) ICEXPERT v1.0.0b.
  Software
• Kim, Ekaterina. (2023) Gjør vi nok for det grønne skiftet for skipsfart i Arktis?. Skipsrevyen
  Article in business/trade/industry journal
• Xu, Sheng; Kim, Ekaterina; Panchi, Nabil. (2023) Investigating the causes of vessel besetting in the ice channel in the Baltic Sea using AIS data and Sentinel imagery. International Conference on Transportation Information and Safety (ICTIS)
  Academic article

2022

• Mokhtari, Mojtaba; Kim, Ekaterina; Amdahl, Jørgen. (2022) Pressure-dependent plasticity models with convex yield loci for explicit ice crushing simulations. Marine Structures
  Academic article
• Bazilchuk, Nancy Reney; Kim, Ekaterina. (2022) The worst polluters in the Arctic are not what you think. Norwegian SciTech News
  Popular scientific article
• Xu, Sheng; Kim, Ekaterina; Haugen, Stein; Zhang, Mingyang. (2022) A Bayesian network risk model for predicting ship besetting in ice during convoy operations along the Northern Sea Route. Reliability Engineering & System Safety
  Academic article
• Xu, Sheng; Kim, Ekaterina; Haugen, Stein. (2022) Impact of the ice navigation experience on the determination of CPT for BN model focusing on Arctic navigation. Research Publishing Services
  Academic chapter/article/Conference paper
• Panchi, Nabil; Verma, Uttam; Kim, Ekaterina; Hughes, Nick; Bhattacharyya, Anirban. (2022) Assessment of Uncertainty in Sea Ice Charts and Its Impact on Operational Planning in the Kara Sea Region. The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper
• Zhao, Weidong; Leira, Bernt Johan; Høyland, Knut Vilhelm; Kim, Ekaterina; Feng, Guoqing; Chen, Zhanyang. (2022) On the Structural Analysis of Icebreakers Due to Ramming of First-Year Ice Ridges. The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper
• Schreier, Sebastian; Arena, Felice; Bingham, Harry; Fonseca, Nuno; Hu, Zhiqiang; Karmakar, Debabrata. (2022) Ocean space utilization. Society of Naval Architects and Marine Engineers (SNAME)
  Academic chapter/article/Conference paper

2021

• Rao, Prithvi S.; Kim, Ekaterina; Smestad, Bjørnar Brende; Asbjørnslett, Bjørn Egil; Bhattacharyya, Anirban. (2021) Predicting vessel speed in the Arctic without knowing ice conditions using AIS data and decision trees. Maritime Transport Research
  Academic article
• Panchi, Nabil; Kim, Ekaterina; Bhattacharyya, Anirban. (2021) Supplementing remote sensing of ice: Deep learning-based image segmentation system for automatic detection and localization of sea ice formations from close-range optical images. IEEE Sensors Journal
  Academic article
• Kim, Ekaterina; Amdahl, Jørgen; Wang, Xintong. (2021) Making sense of speed effects on ice crushing pressure-area relationships in IACS ice-strengthening rules for ships. Ocean Engineering
  Academic article
• Øyen, Karin Assev; Kim, Ekaterina. (2021) How safe were vessels during research cruises in Arctic in 2007-2019? Linking the Ice Watch Data and the Polar Operational Limits Assessment Risk Index System. International Society of Offshore & Polar Engineers
  Academic chapter/article/Conference paper
• Kim, Ekaterina; Skjetne, Roger. (2021) Artificial intelligence for ship speed management during navigation in the Arctic. Proceedings - International Conference on Port and Ocean Engineering under Arctic Conditions
  Academic article
• Xu, Sheng; Kim, Ekaterina; Haugen, Stein. (2021) Review and comparison of existing risk analysis models applied within shipping in ice-covered waters. Safety Science
  Academic literature review
• Bazilchuk, Nancy Reney; Kim, Ekaterina. (2021) What kind of sea ice is that? Ask Knut!. Norwegian SciTech News
  Popular scientific article
• Edin, Sara Ylva Louise; Kim, Ekaterina. (2021) AIDingArctic: Workshop on Artificial Intelligence & Data Science for the Arctic.
  Website (informational material)
• Kim, Ekaterina. (2021) Illustration for the AIDing Arctic Website.
  Visual Arts
• Kim, Ekaterina; Panchi, Nabil. (2021) Agree – Disagree: Comparing Traffic Limitations in the Kara Sea. The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper
• Zhao, Weidong; Leira, Bernt Johan; Kim, Ekaterina; Feng, Guoqing; Sinsabvarodom, Chana. (2021) A Probabilistic Framework for the Fatigue Damage Assessment of Ships Navigating through Level Ice Fields. Applied Ocean Research
  Academic article

2020

• Pedersen, Ole-Magnus; Kim, Ekaterina. (2020) Arctic Vision: Using Neural Networks for Ice Object Classification, and Controlling How They Fail. Journal of Marine Science and Engineering (JMSE)
  Academic article
• Pedersen, Ole-Magnus; Kim, Ekaterina. (2020) Evaluating Human and Machine Performance on the Classification of Sea Ice Images. The International Association for Hydro-Environment Engineering and Research (IAHR)
  Academic chapter/article/Conference paper
• Høyland, Knut Vilhelm; Kim, Ekaterina; Marchenko, Aleksey; Lishman, Ben; Barrette, Paul D.. (2020) Ice properties in ISO 19906's second edition. The International Association for Hydro-Environment Engineering and Research (IAHR)
  Academic chapter/article/Conference paper
• Kim, Ekaterina; Smestad, Bjørnar Brende; Asbjørnslett, Bjørn Egil. (2020) Predicting ship speeds in the Arctic using deep learning on historical AIS data. International Society of Offshore & Polar Engineers
  Academic chapter/article/Conference paper
• Panchi, Nabil; Kim, Ekaterina; Xu, Sheng. (2020) Do vessels remain within their operational limitations in ice? Analyzing the risks of vessels operating in the Kara Sea region using POLARIS . The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper

2019

• Panchi, Nabil; Kim, Ekaterina; Bhattacharyya, Anirban. (2019) Understanding Polar Environment: Preliminary Results from Deep-Learning-based Segmentation of Optical Ice Images.
  Academic chapter/article/Conference paper
• Lu, Wenjun; Yu, Zhaolong; van den Berg, Marnix; Lubbad, Raed; Kim, Ekaterina; Amdahl, Jørgen. (2019) Work on structural integrity for semi submersibles exposed to bergy bits – integrated analysis of ice structure impacts. IOP Conference Series: Materials Science and Engineering
  Academic article
• Kim, Ekaterina; Panchi, Nabil; Dahiya, Gurvinder. (2019) Towards automated identification of ice features for surface vessels using deep learning. Journal of Physics: Conference Series (JPCS)
  Academic article
• Kim, Ekaterina; Utne, Ingrid Bouwer; Kim, Hyungju. (2019) Applying CAST to investigation of the FPSO’s incident with an iceberg. Proceedings - International Conference on Port and Ocean Engineering under Arctic Conditions
  Academic article
• Kim, Ekaterina; Yu, Zhaolong; Amdahl, Jørgen; Løset, Sveinung. (2019) Uncertainty quantification in the ice-induced local damage assessment of a hull section. Proceedings - International Conference on Port and Ocean Engineering under Arctic Conditions
  Academic article
• Kim, Ekaterina; Dahiya, Gurvinder; Løset, Sveinung; Skjetne, Roger. (2019) Can a computer see what an ice expert sees? Multilabel ice objects classification with convolutional neural networks. Results in Engineering (RINENG)
  Academic article
• Kim, Ekaterina; Panchi, Nabil; Dahiya, Gurvinder. (2019) Towards automated identification of ice features for surface vessels using deep learning. Journal of Physics: Conference Series (JPCS)
  Academic article

2018

• Ehlers, Sören; Polojärvi, Arttu; Vredeveldt, A.; Quinton, B.; Kim, Ekaterina; Ralph, Freeman. (2018) Arctic Technology. IOS Press
  Chapter
• Kim, Ekaterina; Tsuprik, Vladimir G.. (2018) Concept of the Specific Energy of the Mechanical Destruction of Ice versus the Ice Pressure-Area Relationship: Review and Discussion. The International Association for Hydro-Environment Engineering and Research (IAHR)
  Academic chapter/article/Conference paper

2017

• Kim, Ekaterina; Amdahl, Jørgen; Song, Ming. (2017) On a shifting pressure-area relationship for the accidental limit state analysis of abnormal ice actions. Taylor & Francis
  Academic chapter/article/Conference paper
• Kim, Ekaterina; Storheim, Martin; Amdahl, Jørgen; Løset, Sveinung; von Bock und Polach, Rüdiger Ulrich Franz. (2017) Laboratory experiments on shared-energy collisions between freshwater ice blocks and a floating steel structure. Ships and Offshore Structures
  Academic article

2016

• Song, Ming; Kim, Ekaterina; Amdahl, Jørgen; Greco, Marilena; Souli, M'Hamed. (2016) Numerical Investigation of Fluid-Ice-Structure Interaction During Collision by an Arbitrary Lagrangian Eulerian Method. The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper
• Kim, Ekaterina; Gagnon, R. (2016) A Preliminary Analysis of the Crushing Specific Energy of Iceberg Ice under Rapid Compressive Loading. Proceedings of the IAHR International Symposium on ice
  Academic article
• Kim, Ekaterina; Amdahl, Jørgen. (2016) Discussion of assumptions behind rule-based ice loads due to crushing. Ocean Engineering
  Academic article
• Song, Ming; Kim, Ekaterina; Amdahl, Jørgen; Ma, Jun; Huang, Yi. (2016) A comparative analysis of the fluid-structure interaction method and the constant added mass method for ice-structure collisions. Marine Structures
  Academic article
• Kim, Ekaterina; Song, Ming; Amdahl, Jørgen. (2016) On ice model validation and calibration strategies for damage as-sessment of structures subjected to impact actions.
  Academic chapter/article/Conference paper

2015

• Storheim, Martin; Nord, Torodd Skjerve; Kim, Ekaterina; Høyland, Knut Vilhelm; Langseth, Magnus; Amdahl, Jørgen. (2015) Pilot study of ice-structure interaction in a pendulum accelerator. Proceedings - International Conference on Port and Ocean Engineering under Arctic Conditions
  Academic article
• Kim, Ekaterina; Schulson, EM. (2015) A phenomenological explanation of the pressure-area relationship for the indentation of ice: Two size effects in spherical indentation experiments. Cold Regions Science and Technology
  Academic article
• Kim, Ekaterina; Lu, Wenjun; Høyland, Knut Vilhelm. (2015) Proceedings of the 23rd International Conference on Port and Ocean Engineering under Arctic Conditions. Proceedings - International Conference on Port and Ocean Engineering under Arctic Conditions
  Editorial
• Kim, Ekaterina. (2015) Cover illustration for "Proceedings of the 23rd International Conference on Port and Ocean Engineering under Arctic Conditions".
  Visual Arts
• Song, Ming; Kim, Ekaterina; Amdahl, Jørgen. (2015) Fluid-structure-interaction analysis of an ice block-structure collision. Proceedings - International Conference on Port and Ocean Engineering under Arctic Conditions
  Academic article
• Kim, Ekaterina; Amdahl, Jørgen; Storheim, Martin; Løset, Sveinung. (2015) Understanding the effect of assumptions on shell plate thickness for arctic ships. Proceedings - International Conference on Port and Ocean Engineering under Arctic Conditions
  Academic article
• Kim, Ekaterina; Lu, Wenjun; Lubbad, Raed; Løset, Sveinung; Amdahl, Jørgen. (2015) Toward a holistic load model for structures in broken ice. Proceedings - International Conference on Port and Ocean Engineering under Arctic Conditions
  Academic article

2014

• Kim, Ekaterina; Høyland, Knut Vilhelm. (2014) Experimental Investigations of the Energy Absorption Capacity of Ice During Crushing: Is the Specific Energy Scale Independent?. International Association of Hydraulic Engineering and Research
  Academic chapter/article/Conference paper
• Kim, Ekaterina; Schulson, Erland M.. (2014) Some Secrets of the Pressure-Area Curve for the Indentation of Ice. International Association of Hydraulic Engineering and Research
  Academic chapter/article/Conference paper
• Kim, Ekaterina. (2014) Scene illustration for "Havromsteknologi", kap. "Marine konstruksjoners styrke", by J. Amdahl.
  Visual Arts
• Kim, Ekaterina. (2014) Experimental and numerical studies related to the coupled behavior of ice mass and steel structures during accidental collisions. Doktoravhandlinger ved NTNU (135)
  Doctoral dissertation

2013

• Kim, Ekaterina. (2013) Cover illustration for "Collision and Grounding of Ships and Offshore Structures".
  Visual Arts
• Kim, Ekaterina; Amdahl, Jørgen. (2013) Review of existing methods for the analysis of the accidental limit state due to ice actions. CRC Press
  Academic chapter/article/Conference paper
• Kim, Ekaterina; Storheim, Martin; Amdahl, Jørgen; Løset, Sveinung; von Bock und Polach, Rüdiger. (2013) Drop tests of ice blocks on stiffened panels with different structural flexibility. CRC Press
  Academic chapter/article/Conference paper

2012

• Storheim, Martin; Kim, Ekaterina; Amdahl, Jørgen; Ehlers, Sören. (2012) ICEBERG SHAPE SENSITIVITY IN SHIP IMPACT ASSESSMENT IN VIEW OF EXISTING MATERIAL MODELS. The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper
• Kim, Ekaterina; Storheim, Martin; von Bock und Polach, Rüdiger; Amdahl, Jørgen. (2012) DESIGN AND MODELLING OF ACCIDENTAL SHIP COLLISIONS WITH ICE MASSES AT LABORATORY-SCALE. The American Society of Mechanical Engineers (ASME)
  Academic chapter/article/Conference paper
• Kim, Ekaterina; Golding, N; Schulson, EM; Løset, Sveinung; Renshaw, CE. (2012) Mechanisms governing failure of ice beneath a spherically-shaped indenter. Cold Regions Science and Technology
  Academic article

2011

• Repetto-Llamazares, Ada H.V.; Høyland, Knut Vilhelm; Kim, Ekaterina. (2011) Experimental studies on shear failure of freeze-bonds in saline ice: Part II: Ice-ice friction after failure and failure energy. Cold Regions Science and Technology
  Academic article
• Kim, Ekaterina; Amdahl, Jørgen; Løset, Sveinung. (2011) DEVELOPMENT OF ICE FAILURE\YIELD CRITERION FOR ACCIDENTAL LIMIT STATE DESIGN. Curran Associates, Inc.
  Academic chapter/article/Conference paper

2009

• Kim, Ekaterina. (2009) Freeze-bond strength: Analysis of experiments and FE modeling of a shear test on freeze bonds. Norwegian University of Science and Technology, Department of Civil and Transport Engineering
  Masters thesis