LIH Knowledge and technology transfer map

These pages have been updated as per 13.11.2023. Please send your updates and comments to juha.saarentaus@geoforum.fi. A more comprehensive update to this matrix is planned in 2024.

HPC – High Performance Computing

Knowledge in the use of artificial intelligence in the domain of LI, such as aerial/satellite image analyses with machine learning techniques, identification of objects (buildings, traffic signs, road structures, ships etc.), automated mapping.

On this page you can find what kind of services LIH partners are providing for HPC – High Performance Computing.

Partner	Description of Services
Aalto University – Geoinformatics Aalto yliopisto – Geoinformatiikka	We do not provide HPC services, but training to use HPC technologies.
Aalto University – Research Institute of Measuring and Modelling for the Built Environment Aalto yliopisto – Rakennetun ympäristön mittauksen ja mallinnuksen instituutti MeMo
Advian Oy	We are specialised in Edge AI, so the development of high-performance machine learning models for Edge computing units is our everyday work.
Oy Arbonaut Ltd	N/A
CSC – IT Center for Science Ltd. Tieteen tietotekniikan keskus Oy	CSC operates EuroHPC supercomputer LUMI, which can be utilized by scientists and companies in Finland. CSC offers training and consultation on the use of supercomputers for spatial data analysis or AI.
Esri Finland Oy	ArcGIS platform could be run by high performance computing environment
Finnish Environmental Institute SYKE – Suomen ympäristökeskus	N/A
FGI – Finnish Geospatial Research Institute Maanmittauslaitos, Paikkatietokeskus	3D models to integrate real world objects and VR
FMI – Finnish Meterological Institute Ilmatieteen laitos	Many if not most of FMI’s products (numerical predictions) are produced using HPC due to computational requirements in e.g., simulating high-resolution weather and air quality.
Foundation for Finnish Inventions Keksintösäätiö	AI can be one focus area in the patent landscaping.
GeoForum Finland ry	Networking, training and communication services.
Geological Survey of Finland GTK – Geologian tutkimuskeskus	Prospectivity mapping
Gispo Oy	N/A
Intellisys Oy	Utilising available AI tools for patent landscaping and other IPR related searches
KIRAHub	N/A
Metsäteho	N/A
Mtech Digital Solutions Oy	N/A
National Land Survey of Finland Maanmittauslaitos	N/A
Natural Resources Institute Finland Luke – Luonnonvarakeskus	Testing of AI algorithms developed in various Luke research projects, such as insect or plant disease identification and outbreak assessment, with the customer’s own data or solution.
Oulu University of Applied Sciences OAMK – Oulun ammattikorkeakoulu	N/A
Regional Council of Southwest Finland Varsinais-Suomen liitto	N/A
Septentrio Oy	N/A
Sitowise Oyj	N/A
Spatineo Oy	N/A
Ubigu Oy	We provide AI strategies, implementation plans and tailor-made AI data-processing solutions in the geospatial realm.
University of Helsinki Helsingin yliopisto
University of Turku Turun yliopisto	Access to HPC at CSC through Geoportti Research Infrastructure.