AI trained on pre-2018 data flags hydrogen catalysts found later

Researchers used AI trained only on scientific knowledge available before 2018 to identify promising hydrogen-production catalysts that were later confirmed in real experiments. The approach could speed up the search for efficient catalysts and other chemical processes.

• The model used only knowledge available before 2018
• AI predicted catalysts reported in later experiments
• The method could accelerate hydrogen production research