At the core of scientific informatics is the application of basic concepts and technologies to capture, process, save, transmit and visualize data or information. This vast field compromises both basic research topics as well as engineering disciplines. It is of increasing importance for future use cases and products in a digitalized world.
Together with you, we develop digital products for a wide range of applications in medical, manufacturing, consumer and other high-tech industries.
We help you with the following core services
We are extracting knowledge from data sets and apply that knowledge to solve problems in a wide range of application domains. We always emphasize a holistic approach that includes understanding the data source, be it a business process or a physical sensor, and its destination, be it to inform people or enable automated actions. Our fields of expertise include
- Machine learning and deep learning (supervised, unsupervised, and reinforced)
- Rule based algorithms
- Statistics and data analytics
- Data visualization
Computational Modelling and Simulation
We model and simulate complex systems to understand their behavior and limits. Next to theory and experiment, computational modelling and simulation provides a third and often complementary approach to gain new insights and develop technological innovation.
- Tolerance analysis
- Finite element method
- Multi-physics simulations, incl. electro-magnetic, fluidics, and heat transfer
Intelligent Sensor Networks
Sensors are the source of information acquisition. We develop sophisticated sensors and connect them into elaborated networks that enable industry 4.0, IOT, digital health and other applications.
- Data driven end-to-end sensor concepts and design
- Edge computing
- Fast and energy-efficient calculation platforms: neuromorphic computing / analog computing
- Sensor fusion
We develop algorithms which allow computers to extract relevant information from digital images or videos. A wide range of fields profit from the automated ability to make sense of visual input.
- Autonomous navigation
- Augmented reality
- Object detection and classification
- Computational imaging
- Medical diagnostic
- Quality control
- Scene reconstruction
Connectivity and Communication
Today’s products provide additional benefits through connectivity. We enable comprehensive user experiences, efficient manufacturing processes or new business models by interconnectivity.
- Standard communication protocols
- Custom communication links, e.g., power and data transfer for extreme low-resource devices
- Cloud platforms
- Cyber security and privacy