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About

Dr. Rachel C. Kurchin is a leading researcher at the intersection of computational materials science and electrochemistry, with a primary focus on accelerating the discovery of materials for sustainable energy systems. Her work centers on developing automated, high-throughput frameworks to design novel electrochemical materials critical for large-scale electrification—addressing key challenges in both the chemical industry and transportation. Dr. Kurchin’s most notable contribution is the creation of **AutoMat**, a pioneering platform for automated materials discovery in electrochemical systems. This tool, detailed in her highly cited 2022 paper (19 citations) and its 2020 precursor (2 citations), streamlines the computational screening and design of new materials, dramatically reducing the time from concept to application. By integrating machine learning and physics-based modeling, AutoMat enables researchers to rapidly identify promising candidates for batteries, fuel cells, and electrolyzers. Her work is instrumental in overcoming the scientific and technological hurdles to fully electrify critical sectors, directly supporting climate change mitigation. Dr. Kurchin’s innovative approach has established her as a key figure in the drive toward a sustainable, electrified future.