Research
Beyond pioneering technologies in inverted spectroscopy, Compolytics actively collaborates with academic and industrial partners on cutting-edge scientific projects while continuously driving its own research initiatives. Our goal is to enhance the innovation, precision, versatility, and user experience of our products and services.
Optical Spectroscopy
Optical spectroscopy and the contribution of Compolytics to this field
- Optical spectroscopy has evolved over centuries through the contributions of many researchers.
- Traditional spectroscopy relies on broad-spectrum illumination with narrow-band detection, whereas inverted spectroscopy reverses this principle.
- Compolytics has leveraged this approach to develop more efficient and compact spectral sensing solutions.
Green Sensing
Extending the concept of soft sensors to Green Sensing
- Uses tailored multispectral sensors instead of high-resolution hyperspectral devices to reduce resource consumption.
- Adaptive, low-dimensional models minimise data transfer, storage and computation.
- Enhances machine learning models with physical constraints for improved efficiency and sustainability.
Smart Contracts
Monetisation of Software-as-a-Service using smart contracts for learning sensors
- Dedicated technology framework to enable customers to use tailored soft sensor applications provided as Software-as-a-Service.
- Based on smart contracts.
- Running on Ethereum blockchain.
- Pilot phase running, currently being tested with reference clients.
Curator Informed Models
AI-Driven curation of measurement data
- Enhancing measurement reliability by AI-driven data curation.
- Combining expert knowledge, physics-based models, and adaptive AI to obtain trusted sensor data.
- Improving precision with dynamic data evaluation and integration.
- Optimising various applications in agriculture, food processing, and quality control.