Sustainable energy solutions require an understanding of how the use of technology affects the environment in a holistic perspective. By using Life Cycle Analysis (LCA), one can systematically...
Model-based optimization of long-term reservoir performance typically entails running a large amount of computationally demanding reservoir simulations. This limits, if not prohibits, black-box...
Related projects ML4ITS – Machine Learning for Irregular Time Series RICO Time series data is pervasive across industries such as energy, healthcare, transportation, and finance. However,...
X-ray are used in many industrial applications, ranging from conventional "radiography" imaging for non-destructive testing of light opaque materials to elemental analysis using x-ray...
SINTEF offers comprehensive knowledge about thermoelectric materials, modules and systems for use in applications such as sensors, cooling and heating at the micro scale and above, and conversion...
From biomass to energy, fuels and chemicals. The products from biorefineries replace or substitute products from traditional oil refineries. The utilization of renewable raw materials (wood, agro...
Modern optimisation technology facilitates better planning and management in health care organisations. The impact is ease of planning, high quality of care, and efficient use of critical...
When light interacts with matter, its behaviour varies across different wavelengths depending on the material’s physical and chemical properties. Spectroscopy involves measuring these...
Optics is the science that describes the behavior and properties of light and the interaction of light with matter. Our expertise in the field of optics covers the following subjects. Optical...
Solving industrial challenges using acoustics and ultrasound! The Acoustics group work closely together with industry and academia to solve the most challenging problems through research and...
The main idea behind Isogeoemtric Analysis (IGA) is to improve the interoperability between design, i.e., Computer Aided Design (CAD) and analysis, i.e., Finite Element Method (FEM). To achieve...
Information security involves ensuring that information is only available to those who are authorized to see it (confidentiality), that the accuracy of data is maintained (integrity), and that IT...
SINTEF offers broad knowledge in development and characterization of materials and components for fuel cell technology. We develop PEM, SOFC and PCFC - type fuel cells for both stationary and...
The transport sector includes many stakeholders. The stakeholders are both authorities, public bodies, commercial companies and personnel such as drivers. To be able to connect stakeholders with...
SINTEF offers facilities for characterization of quality parameters of silicon for solar cells and electronics applications....
ICT solutions for smart cities are large and long-lived systems-of-systems. These are complex solutions with many actors and many heterogeneous systems involved. The systems involved must adapt...
Control systems are in general based on the same structure (feedback loops) and physics-based models of the dynamic system regardless of application. Based on model and parameter estimation, a...
Through our focus on circular economy, SINTEF combines technological expertise with economic and environmental expertise in order to provide our customers with multidisciplinary solutions,...
Synthesizing data for machine learning and other data-driven methods. In cases where little data exists from real-life applications, i.e. few measurements, newly installed sensors, limited...
Application of machine learning may have many forms, but they are all driven by data. Machine learning covers a variety of methods ranging from simple regression to deep neural networks....