Automated High-Throughput Electrochemical Characterization Platform for Battery Materials Discovery
Science Advances (2024)
Abstract: This work represents a paradigm shift in energy materials research, demonstrating how automated platforms can accelerate the discovery and optimization of battery materials and electrolytes. Our platform combines robotic systems with machine learning algorithms to enable rapid screening and characterization of electrochemical materials.
Impact: This platform has enabled the characterization of over 1000 material compositions in a fraction of the time required by traditional methods, accelerating the materials discovery process by orders of magnitude.