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Pentti Kujala

Tallinn University of Technology

53H-index
421Paper Count
9.8KCitation Count
Published Papers 83
Publication Date
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A framework for a digital twin for a Kamsarmax bulk carrier's maneuvering to avoid grounding consists of deep learning ship dynamic models and model predictive controller
errOcean Engineering
IF5.5
err2026-04-28
err0
PREAI
errAhmed Shehata; Mingyang Zhang; Nikolaos Tsoulakos; Pentti Kujala
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A Proactive Defense: An Open-Source Intelligence (OSINT) Framework for Maritime Cybersecurity
errIEEE Access
IF3.6
err2026-01-01
err0
PREAI
errNasr, Ahmed Nagi; Oruc, Aybars; Lugo, Ricardo; Zaitseva-Parnaste, Inga; Kujala, Pentti
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System-level Simulation for Sustainable Winter Navigation
errTRANSNAV-INTERNATIONAL JOURNAL ON MARINE NAVIGATION AND SAFETY OF SEA TRANSPORTATION
IF0.6
err2025-12-01
err0
PREAI
errKondratenko, A.; Kulkarni, K.; Lu, L.; Winberg, C.; Li, F.; Kujala, P.; Kamberov, K.; Leiger, R.
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Maritime Security Operations Center (M-SOC): Systematic Literature Review, Research Gaps and Future Areas to Investigate
errTRANSNAV-INTERNATIONAL JOURNAL ON MARINE NAVIGATION AND SAFETY OF SEA TRANSPORTATION
IF0.6
err2025-12-01
err0
PREAI
errNasr, A. N.; Vaarandi, R.; Zaitseva-Parnaste, I.; Kujala, P.
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Real-time automatic inference of ice condition parameters based on shipborne acceleration measurement inversion using machine learning
errOcean Engineering
IF5.5
err2025-11-06
err0
PREAI
errBihui Zhang; Meng Cui; Fang Li; Li Zhou; Shifeng Ding; Pentti Kujala
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Ice loads in ship-ice glancing impacts: Experimental investigation and validation of energy-based predictions
errCold Regions Science and Technology
IF3.8
err2025-11-06
err0
errOAAI
errZongyu Jiang; Pentti Kujala; Spyros Hirdaris; Pauli Lehto; Henrik Toikka; Mikko Suominen
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CFD-DEM-VOF numerical simulation for cavitation performance of the aft propeller in the brash ice channel
errOcean Engineering
IF5.5
err2025-10-24
err0
PREAI
errAnwen Zhang; Dongqin Li; Li Zhou; Fang Li; Shifeng Ding; Sen Han; Pentti Kujala
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A Transformer based task execution digital twin of 3-DOF maneuvering of Bulk Carrier for autonomous maritime systems
errOcean Engineering
IF5.5
err2025-09-15
err0
errOAAI
errAhmed Shehata; Mingyang Zhang; Nikolaos Tsoulakos; Pentti Kujala
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Statistical analysis of ice load occurrence in floe ice fields
errMarine Structures
IF5.1
err2025-08-18
err0
PREAI
errChenxi Xie; Lijuan Xia; Longhui Xiao; Pentti Kujala; Fang Li
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Private entity perspective in cost-benefit analysis of safety interventions for passenger ships and the importance of indirect costs – A critical literature review
errSafety Science
IF5.4
err2025-07-23
err0
errOAAI
errIiro Vanne; Simo Hostikka; Pentti Kujala; Osiris A. Valdez Banda
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High speed planing craft dynamics in irregular waves: Safety improvement using interceptor systems
errApplied Ocean Research
IF4.4
err2025-07-07
err0
errOAAI
errFatemeh Roshan; Rasul Niazmand Bilandi; Fabio De Luca; Simone Mancini; Pentti Kujala; Abbas Dashtimanesh
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Performance quantification and validation of a heavy icebreaker navigate in level ice by numerical simulation
errOcean Engineering
IF5.5
err2025-07-03
err0
PREAI
errWenbo Dong; Li Zhou; Fang Li; Pentti Kujala; Shifeng Ding
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Sea-ice mapping and digitization in Antarctic waters using a shipborne monocular camera
errCold Regions Science and Technology
IF3.8
err2025-06-13
err0
errOAAI
errAndrei Sandru; Arto Visala; Pentti Kujala
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Ice and Snow Properties and Their Applications
errWATER
IF3
err2025-03-25
err0
errOAAI
errLi, Fang; Li, Zhijun; Kujala, Pentti; Li, Weiping; Ding, Shifeng
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Systems driven intelligent decision support methods for ship collision and grounding prevention: Present status, possible solutions, and challenges
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-01-01
err6
errOAAI
errZhang, Mingyang; Taimuri, Ghalib; Zhang, Jinfen; Zhang, Di; Yan, Xinping; Kujala, Pentti; Hirdaris, Spyros
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Numerical Study of the Cavitation Performance of an Ice-Blocked Propeller Considering the Free Surface Effect
errWATER
IF3
err2024-11-13
err11
errOAAI
errZhou, Li; Zhang, Anwen; Ding, Shifeng; Han, Sen; Li, Fang; Kujala, Pentti
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A CFD study on the hydrodynamic response of a small-scale ice floe induced by a passing ship
errJOURNAL OF HYDRODYNAMICS
IF3.5
err2024-05-31
err0
PREAI
errJiang, Zongyu; Hirdaris, Spyros; Tavakoli, Sasan; Suominen, Mikko; Kujala, Pentti
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On the data-driven investigation of factors affecting the need for icebreaker assistance in ice-covered waters
errCOLD REGIONS SCIENCE AND TECHNOLOGY
IF3.8
err2024-05-01
err17
errOAAI
errLiu, Cong; Kulkarni, Ketki; Suominen, Mikko; Kujala, Pentti; Musharraf, Mashrura
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A Study on the Ice Resistance Characteristics of Ships in Rafted Ice Based on the Circumferential Crack Method
errWATER
IF3
err2024-03-15
err0
errOAAI
errHuang, Jiayu; Diao, Feng; Ding, Shifeng; Han, Sen; Kujala, Pentti; Zhou, Li
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A two-dimensional Reynolds averaged Navier-Stokes investigation on gap resonance and wave elevation around two side-by-side bodies with motions
errPHYSICS OF FLUIDS
IF4.3
err2023-12-28
err5
errOAAI
errJiang, Zongyu; Tavakoli, Sasan; Kujala, Pentti; Hirdaris, Spyros
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Research Directions

No research directions
Co-authors
Cooperation Journals
F
Faisal Khan
H-index: 97 · Papers: 953
R
Rouzbeh Abbassi
H-index: 63 · Papers: 273
E
Erik Kjellström
H-index: 61 · Papers: 280
李枝军 cover
李枝军 (Zhijun Li)
H-index: 54 · Papers: 285
F
Floris Goerlandt
H-index: 49 · Papers: 214
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