PORTFOLIO / UNIVERSITY PROJECTS

Research Projects

UNIRI Class Projects

Technical sciences

STIMULATIVNE 2023

ABsistemDCICloud + Razvoj karijera mladih istraživača – izobrazba novih doktora znanosti

Technical sciences

HEALTHY SAILING - Prevention, mitigation, management of infectious diseases on cruise ships and passenger ferries

Technical sciences

Strojno učenje za prijenos znanja u medicinskoj radiologiji

Technical sciences

Autonomni sustav bespilotnih letjelica za traženje i spašavanje na moru

Technical sciences

Pouzdanost i nesigurnosti brodskog sustava potpori odlučivanju za sigurnu i ''zeleniju'' plovidbu (REBUS)

Technical sciences

Složene poplave u priobalnoj Hrvatskoj u sadašnjoj i budućoj klimi

Technical sciences

Razvoj modela za procjenu ponašanja materijala temeljenih na strojnom učenju

Technical sciences

Energetski park baziran na tehnologiji vodika i baterijskog sustava u niskougljičnoj tranziciji sjevernog Jadrana

Technical sciences

UNIRI PROJECTS FOR YOUNG RESEARCHERS 2023

Analysis of non-stationary signals using time-frequency algorithms and deep learning

Technical sciences

Standard classification methods and their problem of the number of classes selection during the machine learning from the data in absence of the specific knowledge

Technical sciences

Application of a reconfigurable measuring system on a similar group of products

Technical sciences

Investigation of the influence of geometry characteristics on the enhancement of latent thermal energy storage thermal efficiency

Technical sciences

Simulation-optimization approach for determining production schedules

Technical sciences

Analysis of the influence of the shear deformations on the stability of thin-walled frame structures

Technical sciences

Beam model for thermal buckling analysis of composite beam structures

Technical sciences

Computer-Aided Procedures for Information Processing in Maritime Communication Systems

Technical sciences

Development of deep learning-based feature fusion techniques for image retrieval of similar fractures on wrist X-rays

Technical sciences

Implementation of CROP method for pavement texture analysis in sustainable asphalt mixtures

Technical sciences

Sustainable machining: Influence of the parameters of minimum quantity lubrication technique in combination with vortex tube cooling on surface roughness, tool wear and corrosion resistance in turning of austenitic stainless steel X2CrNiMo17-12-2

Technical sciences

Auditory Brain-computer interface speller

Technical sciences

Classification of Motor Imagery Signals Presented as Images of Time-Frequency Representations

Technical sciences

Porous asphalt mixtures - tool for mitigating urban heat island

Technical sciences

Modeling of the planned and achieved productivity of earthworks concerning the influence of weather conditions and the use of modern monitoring tools

Technical sciences

Microplastics in shipbuilding: analysis of negative impacts on the environment and human health with the innovative methods for its reduction

Technical sciences

Biometric template protection based on Homomorphic encryption

Technical sciences

Theoretical investigations of advanced nitride-based ceramic materials

Technical sciences

Investigation of hybrid SMA mechanisms

Technical sciences

Investigation of SMA actuator active regulation

Technical sciences

Tribological multiscale characterization via an interdisciplinary approach

Technical sciences

Analysis of exceeding the planned costs of construction projects in the execution phase

Technical sciences

Advanced Polymeric Materials: Preparation, Properties and Applications

Technical sciences

UNIRI PROJECTS FOR EXPERIENCED SCIENTISTS 2023

Advanced Data Analysis Using Digital Signal Processing and Machine Learning Techniques

Technical sciences

Building a multimodal foundation model for medical radiology

Technical sciences

Investigation of mechanical properties of polymer composite structures

Technical sciences

Green route Optimisation for Ship Safety Improvement and Pollution reduction (GOSSIP)

Technical sciences

Research on application of biomedical signals in asistive technology

Technical sciences

Machine learning and alternative procedures in nanomechanics

Technical sciences

Rehabilitation devices based on soft robotics and bio-mechatronic sensors

Technical sciences

Advanced control structures for electric drives

Technical sciences

Improved beam finite element models for geometrically non-linear analysis of thin-walled beam-type structure

Technical sciences

Improvement of assessment methodology for modern optimization algorithms and their open development in Python programming language

Technical sciences

Simulations of nonlinear responses of FG beams in variable exploatation regimes

Technical sciences

Autonomous honeybee colony monitoring system powered by hive waste heat

Technical sciences

Development of performance management model for construction projects based on soft computing methods (PerfMAN)

Technical sciences

IMPLEMENTING INNOVATIVE METHODOLOGIES, TECHNOLOGIES AND TOOLS TO ENSURE SUSTAINABLE WATER MANAGEMENT

Technical sciences

HYDROLOGY OF WATER RESOURCES AND RISK IDENTIFICATION OF CONSEQUENCES OF CLIMATE CHANGES IN KARST AREAS

Technical sciences

Deep Learning - based Prediction of Therapeutic Peptides

Technical sciences

Development of advanced methods for optimising the infill geometry of complex products

Technical sciences

Ship design and production integration based on digital twin concept

Technical sciences

Compound flooding in coastal rivers in present and future climate

Technical sciences

Transport Infrastructure in Function of the Safety of Vulnerable Road Users

Technical sciences

OPTIMIZATION OF THE DESIGN ELEMENTS OF THE WIDER ZONE OF THE INTERSECTION

Technical sciences

Sparsity based image enhancement and reconstruction via adaptive thresholding

Technical sciences

Integral Environmental Impact of Fishing Vessels

Technical sciences

Analysis of the possibilities of using recycled materials for the production of sustainable concrete

Technical sciences

Modeling and fault diagnosis of rotary machines based on machine learning

Technical sciences

Sensor-fusion-based analysis of biometric features of touchscreen handwriting and signatures

Technical sciences

Development of new hybrid algorithms for the optimization of the production goals

Technical sciences

Planning the cost and time components of construction projects using artificial intelligence algorithms and the SCRUM method

Technical sciences

Development and application of advanced algorithms for image scaling

Technical sciences

Hydrogen Production Plant Environmental Analysis Using Computational Fluid Dynamics and Artificial Intelligence

Technical sciences

Investigating the potential for the renewal of district heating systems using dynamic simulations

Technical sciences

Redesign of Compliant Mechanisms for Monolithic Structures

Technical sciences

Development and Design of Soft Pneumatic Actuators for Multi-Axis Motion Systems

Technical sciences

Machine learning in parameter identification of models of materials and structures

Technical sciences

Implementation of the energy transition by improving the renewable energy systems with latent heat storage

Technical sciences

Landslides and erosion as associated geological hazards in flysch environment

Technical sciences

FLUID-STRUCTURE INTERACTION IN THE ANALYSIS OF MARINE COMPOSITE SANDWICH STRUCTURES WITH ADVANCED MATERIALS APPLICATION

Technical sciences

Adjustment of the methodology for assessing the seismic resistance of existing masonry buildings in the Kvarner Littoral

Technical sciences

Electromagnetic and electronic models and circuits for short-range and midrange applications

Technical sciences

Physical and laboratory tests of interparticle behavior of sand and clay mixtures at low overburden stresses

Technical sciences

Preparation and characterization of new composite materials and selected plant extracts

Technical sciences

Sustainable Design of Lightweight Structural Elements

Technical sciences

Investigation of the influence of chemical composition on the microstructure and corrosion resistance of low-alloy steels after heat treatment

Technical sciences

Investigation of the influence of the response spectra of the second generation structural Euronorms on the seismic load values of building structures

Technical sciences

Hydraulic characterisation of soil by phyiscal and numerical slope models (HCPNM)

Technical sciences

Failure analysis of additively manufactured steel in marine environment

Technical sciences

A model for assessing the digital maturity of small and medium-sized manufacturing enterprises (SMEs)

Technical sciences

Conceptual development of Learning Factory in University of Rijeka

Technical sciences

Verifiable and distributed data base for Web3 applications

Technical sciences

Digitization and modernization of the hydropower harvesting to rationalize use and reduce the negative environmental impact

Technical sciences

Research of in rock mass LAndslides initiation Mechanisms, Behavior and run out DistAnce (R-LAMBDA)

Technical sciences

Dynamic characterisation of rigid blocks with cohesive contacts

Technical sciences

The influence of land use and urban morphology in the resilience of settlements in climate change adaptations

Technical sciences

The influence of the application of the integrated MQL/VC system for cooling, flushing and lubrication on the sustainability of the machining of austenitic stainless steels

Technical sciences

Sustainable design of complex planetary gear transmissions

Technical sciences

An efficient and robust computational modelling of delamination of spatial layered structures

Technical sciences

Estimation of mechanical behavior of structural components using an integrated approach of the finite element method and artificial neural networks

Technical sciences

STIMULATIVNE 2022

Strojno učenje za prijenos znanja u medicinskoj radiologiji

Technical sciences

Modeliranje i simulacija u razvoju naprednih materijala

Technical sciences

Razvoj ekoloških proizvodnih procesa i novih proizvoda visoke kvalitete aktivnostima istraživanja i razvoja

Technical sciences

Procjena granične nosivosti inženjerskih konstrukcija

Technical sciences

Nelokalni mehanički modeli nanogreda

Technical sciences

Razvoj modela za procjenu ponašanja materijala temeljenih na strojnom učenju

Technical sciences

IP-04-2019-7926 Separation of Parameter Influence in Engineering Modelling and Parameter Identification – SEPAEMPI

Technical sciences

HEALTHY SAILING - Prevention, mitigation, management of infectious diseases on cruise ships and passenger ferries

Technical sciences

Autonomni sustav bespilotnih letjelica za traženje i spašavanje na moru

Technical sciences

UNIRI YOUNG SCIENTISTS PROJECTS 2022

Sensor placement using reinforcement learning

Technical sciences

Application of aritifical intelligence for loss detection in urban water networks (SmartDetect)

Technical sciences

Application of nanoindentation technique to assess the mechanical properties of AM metallic materials

Technical sciences

Analysis and Classification of Non-Stationary Signals Using Advanced Deep Learning Methods

Technical sciences

Interdisciplinary Multiscale Characterisation of Friction

Technical sciences

Improvement of ecological aspects and hydropower turbines efficiency using artificial intelligence

Technical sciences

Research and development of a modified simulation framework for determining the optimal time utilization of manufacturing systems

Technical sciences

Microstructure and properties of thin surface layers developed upon nitriding of nickel and Ni-based alloy

Technical sciences

Analysis of the pure bending problem in the geometrically non-linear micropolar continuum theory

Technical sciences

Development of an intelligent system for estimating the maximum power point of a photovoltaic system with application to autonomous vessels

Technical sciences

Energy optimisation of industrial robotic manipulators using evolutionary computing algorithms

Technical sciences

Investigation of rainfall-induced landslides using physical and numerical models

Technical sciences

Increasing the efficiency of school institutions' maintenance through the maintenance cost estimation model development

Technical sciences

Preparation and characterization of advanced polymer materials

Technical sciences

Parameter analysis and calibration for the numerical modeling of a rigid block rocking on an elastic beam - the non-smooth contact dynamics approach

Technical sciences

Stimulative 2021

Razvoj ekoloških proizvodnih procesa i novih proizvoda visoke kvalitete aktivnostima istraživanja i razvoja

Technical sciences

Sustav potpore odlučivanju za zeleniju i sigurniju plovidbu brodova

Technical sciences

Nelokalni mehanički modeli nanogreda

Technical sciences

Modeliranje i simulacija u razvoju naprednih materijala

Technical sciences

ABsistemDCiCloud (KK.01.2.1.02.0179)

Technical sciences

Procjena granične nosivosti inženjerskih konstrukcija

Technical sciences

Razvoj modela za procjenu ponašanja materijala temeljenih na strojnom učenju

Technical sciences

COMET K2 Center for Symbiotic Mechatronics

Technical sciences

Fizičko modeliranje ponašanja konstrukcija za sanaciju klizišta u uvjetima statičkih i seizmičkih djelovanja (IP-01-2018-1503)

Technical sciences

Autonomni sustav bespilotnih letjelica za traženje i spašavanje na moru

Technical sciences

Računalni model strujanja, poplavljivanja i širenja onečišćenja u rijekama i obalnim morskim područjima (KLIMOD)

Technical sciences

Stimulative 2020

Sustav potpore odlučivanju za zeleniju i sigurniju plovidbu brodova (DEcision Support System for green and safe ship RouTing) DESSERT

Technical sciences

Modeliranje i simulacija u razvoju naprednih materijala

Technical sciences

Nelokalni mehanički modeli nanogreda

Technical sciences

COMET K2 Center for Symbiotic Mechatronics

Technical sciences

Procjena granične nosivosti inženjerskih konstrukcija

Technical sciences

Koncept nepomičnog pola u numeričkom modeliranju Cosseratovog kontinuuma (3. godina)

Technical sciences

Stable long-term numerical integration of the Cosserat rod problem in large overall motion (2. godina)

Technical sciences

Centar kompetencija za pametne gradove

Technical sciences

Identifikacija parametara u inžinjerskom modeliranju

Technical sciences

Povećanje energetske učinkovitosti izmjenjivača topline (HEXENER)

Technical sciences

Računalni model strujanja, poplavljivanja i širenja onečišćenja u rijekama i obalnim morskim područjima (KLIMOD)

Technical sciences

Fizičko modeliranje ponašanja konstrukcija za sanaciju klizišta u uvjetima statičkih i seizmičkih djelovanja

Technical sciences

Razvoj modela za procjenu ponašanja materijala temeljenih na strojnom učenju

Technical sciences

PROJECTS OF YOUNG SCIENTISTS AND ARTISTS 2020

MQL lubrication technique in combination with vortex tube cooling for sustainable turning of difficult-to-cut austenitic stainless steel

Technical sciences

Multiscale Characterization of Friction by Using an Innovative Interdisciplinary Approach

Technical sciences

Development of advanced methods to assess the elasto-plastic material behaviour using nanoindentation data

Technical sciences

Coupling of peridynamics with beam finite elements for planar problems of structural deformation

Technical sciences

Horizontal collisionad between adjacent structures due to dynamic bas excitation

Technical sciences

UNIRI-plus PROJECTS 2018

Applying Machine Learning for the Discovery of Peptides with Catalytic Activity

Technical sciences

Decision support concept for sustainable management of urban areas

Technical sciences

Behavior of monolithic compliant mechanisms developed by additive technologies

Technical sciences

Materials, structures and techniques to control physical influences of historical architecture in Kvarner region

Technical sciences

UNIRI PROJECTS 2018

Optimization of heat pumps and refrigeration systems with low global warming potential refrigerants using numerical simulation

Technical sciences

Development of machine-learning-based techniques for illness and injury detection in medical images

Technical sciences

Computer-Aided Digital Analysis And Classification of Signals

Technical sciences

Uncertainties of ship speed loss evaluation under real weather conditions

Technical sciences

Advanced mechatronics devices for smart technological solutions

Technical sciences

Design principles and calibration method of reconfigurable inspection system

Technical sciences

Characterization and behavior research of advanced materials for mechanical components

Technical sciences

Mechanical behaviour of nanostructures

Technical sciences

Investigation, analysis and modeling the behavior of structural elements stressed at room temperature and high temperatures.

Technical sciences

HYDROLOGY OF WATER RESOURCES AND RISKS IDENTIFICATION FROM FLOODS AND MUD FLOWS IN THE KARST AREA

Technical sciences

Research of environmental impact on the operation of satellite navigation systems in maritime navigation

Technical sciences

Time-Frequency Distribution Reconstruction from the Compressively Sensed Ambiguity Function of the Analyzed Signal

Technical sciences

Cyber Security of Maritime ICT-Based Systems

Technical sciences

Thermal energy storage and heat transfer in a renewable energy systems

Technical sciences

Advanced control structures in modern regulated electric drives

Technical sciences

Coastal vulnerability of Kvarner area to climate change and sea-level rise

Technical sciences

Application of incremental forming technologies in individual production of parts from advanced polymer materials

Technical sciences

Finite element models for nonlinear analysis of thin-walled beam-type structure

Technical sciences

Modelling of structures as systems with parameter and loading identification

Technical sciences

Laboratory research of static and cyclic behaviour at landslide activation

Technical sciences

Research and development of machine learning-based predictive models of design-relevant materials' behavior

Technical sciences

Analysis of measures to reduce energy costs and maintenance of public educational facilities through the performance system

Technical sciences

Improvement of design models for condition assessment of structures

Technical sciences

IMPLEMENTATION OF INNOVATIVE METHODOLOGIES, APPROACHES AND TOOLS FOR SUSTAINABLE RIVER BASIN MANAGEMENT

Technical sciences

Numerical modeling of FG composite beam type structures

Technical sciences

Traffic Infrastructure in the Function of Sustainable Urban Mobility

Technical sciences

Development of Methodology for Ship Design and Production towards Industry 4.0. Concept

Technical sciences

Hybrid 2D/3D model development for efficient flow modeling in rivers, lakes and seas

Technical sciences

Failure analysis of materials in marine environment

Technical sciences

Interdisciplinary research on fluid flow in macro and micro systems using supercomputer simulations

Technical sciences

Advanced methods of simulating the operational preparation of production planning

Technical sciences

Nonlinear dynamic behavior of rotating machines

Technical sciences

Computational and experimental procedures for assessment of material parameters in Cosserats' continuum

Technical sciences

Smart Jacket Development

Technical sciences

The impact of environmental loads on the characteristics of dynamic positioning systems for marine vessels

Technical sciences

Development of an intelligent expert system for online bladder cancer diagnosis

Technical sciences

Study of rockfall processes and rockfall hazard assessment

Technical sciences

Investigation of alternative cooling-lubrication techniques for sustainable machining of difficult-to-cut materials

Technical sciences

Analysis of new composite materials and plant extracts by spectroscopic techniques

Technical sciences

Embedded systems for 3D perception

Technical sciences

Assessment of climate change impacts on hydrological stability of protected lake systems in Croatia’s karst region

Technical sciences