Unlocking Hidden Science: How AI Turns Text into Powerful Discoveries

The world of science is full of information. But much of it is stuck in words, not numbers. This makes it hard to find new things. A new way to solve this problem has been created. It uses AI to read and understand science words. Then, it turns them into useful data. This new method is like a detective. It looks for important details in science stories. It focuses on materials that help with light-driven reactions. These are called photocatalysts. The AI found two key things that make these materials work best. One is how much surface area they have. The other is a property called bandgap.The AI also found something interesting. The best bandgap is not too big or too small. It's just right, like Goldilocks' porridge. This helps the material absorb light well. But it also stops electrons from getting stuck. This is a big deal. It means the AI can predict how well a material will work. And it's pretty accurate. The real-world tests were close to what the AI predicted. This is a big step forward. It shows how AI can help scientists. It can turn words into data. And it can find patterns that humans might miss. This could make science faster and better. But it's not perfect. The AI still needs help from humans. And it's not clear how well it works with other types of science.