How is AI accelerating Materials Discovery— and why are GFlowNets a core ingredient ? The challenge of materials discovery Discovering new materials is a critical prerequisite for scaling and inventing next-generation technologies. From clean energy to electrode materials for batteries, industrial sectors rely on materials that meet increasing performance, cost, and sustainability targets.