Empowering Transformation: How AI Innovations Drive the Future of Circular Materials
The AI Circular Economy Conference, organised by nova-Institute, takes place in Cologne, Germany, and online on 4–5 March 2026. The event brings together top experts from AI development, chemical manufacturing, recycling, materials science, biotechnology, and investment to explore how artificial intelligence is shaping the transition to circular and sustainable material systems. This year’s conference features 26 cutting-edge presentations from speakers representing 12 countries. The opening keynote by the nova-Institute will address the strategic relevance of using artificial intelligence at the intersection of renewable carbon, highlighting new pathways and future challenges on the road to sustainability.
Artificial Intelligence is unlocking the vast potential of circularity and renewable carbon sectors by making processes, materials, and business models smarter and more efficient throughout the entire value chain – from feedstock innovation to reuse. Topics include transparency and traceability (digital passports), AI-driven molecular design, process control for depolymerisation, supply chain management, and sustainability assessments. As society demands rapid transformation, AI may provide essential tools for upscaling the use and the production of renewable carbon derived from biomass, recycling and carbon capture utilisation.
The Program: Five Thematic Blocks
Participants will engage with leading figures from renowned companies – including Covestro, Volkswagen, Schneider Electric, TOMRA – groundbreaking start-ups like ExoMatter and VCG.AI, and world-class research institutions, such as RWTH Aachen University, TNO, and the University of Delaware. The program is organised into five thematic blocks, showcasing the diversity and impact of AI applications across digital twins, process optimisation, advanced recycling, market analysis, and bioeconomy solutions.
Opening: Welcome Address and Keynote Speech by CEO Lars Börger (nova-Institute)
In his opening speech, Lars Börger will highlight the role of artificial intelligence as a key driver for the renewable carbon economy.
Block 1 — Digital Foundations for Circular Transformation
Session 1: Digital Twins, PINNs & Process Intelligence
Mexis Konstantinos, SYMBIOLABS Circular Intelligence (GR): Bioreactor Digital Twins: Process Intelligence Using AI and ML
Othen Rosario & Pohlmeyer Florian, Institut für Textiltechnik der RWTH Aachen University (DE): From Data to Decisions: Digital Twins and Data Spaces
Krause Dennis, Covestro (DE): From Digital Polyurethane Processing to AI: Generating Insights into Production Readiness of Circular Solutions
Block 2 — Smart Production & Industrial Efficiency
Session 2: AI-Optimised Operations in Manufacturing
Largeteau Delphine, Schneider Electric Systems Germany GmbH (DE): Unlocking Digital Circularity: A Game Changer!
Heuvel Flemming, ITA - Institut für Textiltechnik der RWTH Aachen University (DE): AI-Driven Process Optimisation and Recycled Fiber Control in Paper Manufacturing
Session 4A: AI for Sorting & Feedstock Intelligence
Große Thomas, Volkswagen AG (DE): Classification of Automotive Black Plastics Through Middle-Infrared Hyperspectral Imaging and Trained Neural Networks
Sama Valerio, TOMRA Sorting GmbH (DE): Advancing Sorting: AI Innovations Driving full Material Circularity
Kutschenreuter Johanna, Ehrenmüller GmbH (DE): KIKS – AI-Powered Platform for the Plastics Industry
Session 4B: AI for Economic Modelling & Market Strategy
Zambujal-Oliveira João, NOVA LINCS | University of Madeira (PT): Bridging ESG and Financial Performance
Kunlere Idowu, University of Delaware (USA): Agent-Based Modelling of Plastic Circularity under Constraints
Jetzer Peter, Recycario Data Science Institut (DE): AI – the Decision Compass for the Economic use of Regranulates
Brandkamp Michael, European Circular Bioeconomy Fund ECBF (DE): Investing in AI Driven Start-ups in the Circular Economy
This conference offers the ideal environment for companies to position themselves as sponsors: ai-circulareconomy.eu/sponsoring and exhibitors at the intersection of AI and circular economy: ai-circulareconomy.eu/exhibition-booking/.