BIG-MAP has identified 12 Key Demonstrators to visualize and quantify the impact achievable in the ramp-up phase and most results can be directly linked to them.
The 12 Demonstrators are:
KD1 - QML Demonstrator of an interface potential for an experimental electrode-electrolyte system KD2 - AI-enhanced Multi-scale Demonstrator for accelerated scale-bridging KD3 - Demonstration of Autonomous Synthesis Robotics of protective electrode coatings KD4 - Multi-modal Characterization Demonstrator capable of running coordinated multi-technique experiments to acquire multi-scale/multi-fidelity data KD5 - HTS SEI Demonstrator using integrated high-throughput electrochemistry and ex situ high throughput spectroscopy to optimized electrolyte formulations and materials KD6 - Development of a community-wide European Battery Interface Ontology KD7 - An Open European Platform with BIG-MAP standards & testing protocols for battery materials KD8 - Automated Workflow Demonstrator for integrated simulations and experiments KD9 - Development of a BIG-MAP App-store for automated analysis modules and workflows KD10 - Modular packages for autonomous analysis of spectroscopic and electrochemical data KD11 - Demonstration of uncertainty-guided hybrid physics and deep-learning battery model KD12 - Transferability demonstrated for Li-ion hybrid models to novel battery chemistries