ARPA-E is seeking to accelerate the design and development cycle for heterogeneous catalyst R&D workflows through the integration of modern software approaches and high throughput experimental methods. This will support the achievement of DOE’s Net Zero 2050 goals and improve conventional heterogeneous catalysis productivity and throughput.