Closed-loop– tag –
-
arXiv Paper: AI Experimentalist AIMS Achieves Uncertainty-Aware Closed-Loop Quantum Matter Discovery
arXiv International Overview An arXiv preprint introduces AIMS, an AI experimentalist that demonstrates uncertainty-aware closed-loop agency in cryogenic scanning probe quantum materials experiments. AIMS integrates perception recovery, ... -
U.S. Department of Energy Declares AI-Curated Data Convergence a Materials Discovery, Design, and Qualification Turning Point
Department of Energy USA Overview The U.S. Department of Energy asserts that the convergence of AI technology with curated datasets is a critical turning point for materials discovery, design, and qualification. They advocate for physics... -
Royal Society of Chemistry Advances Closed-Loop Recycling of Polymer Networks via Dynamic Covalent Chemistry
Royal Society of Chemistry UK Overview The Royal Society of Chemistry highlights dynamic covalent chemistry as a promising route for closed-loop recycling of polymer networks, enabling the regeneration of high-quality polymers from spent... -
PMC Advocates AI-Driven Labs for Optimizing Next-Gen Battery Materials in Humanoid Robotics
PMC International Overview A PMC article highlights the critical early-stage role of machine learning and AI-driven labs in advancing next-generation batteries for humanoid robotics. It emphasizes the necessity of Bayesian optimization a... -
University of Tennessee Secures $20M NSF Grant for ‘ATHENA’ AI-Driven Materials Lab, Poised to Accelerate Material Characterization by 30x
AI Loop USA Overview The University of Tennessee has secured a $20 million National Science Foundation (NSF) grant to establish 'ATHENA,' a new AI-driven materials lab specializing in nanoscale and atomic-scale research. As a key hub in ... -
University at Buffalo Secures DOE Genesis Grants to Accelerate AI and Quantum Technology Research in Carbon-Based Fuel Catalysts and Quantum Materials
University at Buffalo (UB) RENEW (Department of Energy Genesis Mission grants) USA Overview University at Buffalo (UB) researchers secured three DOE Genesis mission grants focused on AI and quantum technology. One project, "CLEAR-AI," is... -
NSF Commits $380M to National ‘Self-Driving’ Lab Network, Aims for 100x+ Acceleration in Discovery
Source Unknown USA Overview The U.S. National Science Foundation (NSF) has launched a $380 million initiative to establish a national network of 'self-driving' laboratories. These AI-powered labs, featuring robotic execution and closed-l... -
Tohoku University AIMR Pioneers AI-Driven Closed-Loop System for Accelerated Energy Material Discovery
Advanced Institute for Materials Research (AIMR), Tohoku University / Digital Discovery Japan Overview Researchers at Tohoku University's Advanced Institute for Materials Research (AIMR) have unveiled a groundbreaking 'closed-loop' resea... -
Lawrence Berkeley National Laboratory Establishes AI-Accelerated Framework for Optimizing Complex Concentrated Alloys for Extreme Environments through DOE ‘Genesis Mission’
Lawrence Berkeley National Laboratory USA Overview Lawrence Berkeley National Laboratory (LBNL) is establishing an 'Accelerated Alloy Engineering' AI-accelerated framework as part of the U.S. Department of Energy's (DOE) 'Genesis Mission... -
Tohoku University Pioneers AI-Powered Closed-Loop System for Rapid Clean Energy Material Discovery
Tohoku University Japan Overview Researchers at Tohoku University have developed an innovative 'closed-loop' system integrating AI models, autonomous experimentation, and continuous feedback into a unified research platform. This framewo...
