We think there are important implications for anyone using ML to guide #polymer design or build a #SelfDrivingLab.

Conventional or #selfdrivinglab experiments can be informed by prior data gathered from the literature. Important scientific challenges often require the development of previously unknown materials: materials discovery.

However, #machinelearning models are not designed for this scenario...

Self-driving lab tech from NC State captures 10× more data in real time—faster, greener materials discovery. 🌱🧪

#AI #Automation #SelfDrivingLab #ChemicalEngineering #CleanTech #MaterialsScience #SustainableScience #NatureChemicalEngineering #NSF #NCState

🚀 Excited to present at #MaRDA2025's poster session! We're scaling fidelity assignments via gamified learning for self-driving labs & autonomous materials science.

🖥️ Join online!
📅 Feb 18, 2025 | ⏰ 2:20–3:20 PM ET

#AI #OpenScience #SelfDrivingLab #SDL
@marda-alliance.bsky.social

AI and Automation Transform Catalyst Discovery, But Humans Remain Crucial Self-driving laboratories (SDLs) integrate AI and automation to accelerate catalyst discovery, but human scientists remain essential for guiding AI-driven experiment planning. Instead of full automati...

AI and Automation Transform Catalyst Discovery, But Humans Remain Crucial 🔬🤖🚀 www.azoai.com/news/2025021... #AI #Automation #Catalysis #MachineLearning #Innovation #Science #Chemistry #SelfDrivingLab #Research #Technology

@yzhaozz.bsky.social and @viprorok.bsky.social in front of their amazing #accelerationconsortium #uoft #selfdrivinglab for #organonachip Amazing progress!