Scheduled presentations:

• Keynote Macine learning in the small data regime for pilot battery cell production
  X. Xu (University of Applied Sciences Aschaffenburg), *M. Moeckel (University of Applied Sciences Aschaffenburg)
• Thermal Behavior of Automotive Lithium Batteries: Experimental Analysis and Digital Twin Development
  *D. Fedeli (DICI, University of Pisa), M. Lagnoni (DICI, University of Pisa), C. Scarpelli (DESTEC, University of Pisa), F. Quilici (DESTEC, University of Pisa), A. Bertei (DICI, University of Pisa), G. Lutzemberger (DESTEC, University of Pisa), M. Salvetti (DICI, University of Pisa), A. Mariotti (DICI, University of Pisa)
• Digital Twin and Dataspace Architecture for Vanadium Redox-flow Batteries in View of Requirements for the Digital Materials and Product Passport
  *M. Horsch (Norwegian University of Life Sciences), D. Fertig (Norwegian University of Life Sciences), A. Aghabarari (Norwegian University of Life Sciences), M. Bashir (Norwegian University of Life Sciences), D. Romanov (Norwegian University of Life Sciences), F. Al Machot (Norwegian University of Life Sciences), M. Janssen (Norwegian University of Life Sciences), E. Valseth (Norwegian University of Life Sciences), A. Linhart (VANEVO GmbH), J. große Austing (VANEVO GmbH), S. Chiacchiera (UKRI STFC Daresbury Laboratory), N. Vizcaino (UKRI STFC Daresbury Laboratory), M. Seaton (UKRI STFC Daresbury Laboratory), I. Todorov (UKRI STFC Daresbury Laboratory)
• Upscaling of Lithium-Ion Battery Models: from the Pore-Scale to the Cell- Scale through Homogenization
  *A. Lombardo Pontillo (Politecnico di Torino), E. Buccafusco (Politecnico di Torino), A. Marcato (Los Alamos National Laboratory), G. Boccardo (Politecnico di Torino), D. Marchisio (Politecnico di Torino), I. Battiato (Stanford University)
• Student Predicting Battery Degradation Using Cellular Neural Network Model
  *S. Liyanapathiranage (Norwegian University of Life Sciences), F. Al Machot (Norwegian University of Life Sciences), M. Horsch (Norwegian University of Life Sciences), A. Dey (Norwegian University of Life Sciences)