High throughput screening for discovery of materials that control stem cell fate

•An overview of material properties that guide stem cell fate is provided.•The role of high throughput screening for the discovery of materials.•Fabrication of two and three-dimensional screening platforms for cellular interfacing.•Non-exhaustive summary of stem-cell substrates identified from screens.•Technological hurdles for high throughput materials and cellular characterization.