Welcome to AstroMLab · AstroMLab
AstroMLab is a dynamic group of astrophysicists and computer scientists developing Large Language Models (LLMs) for astronomy. Our team includes: We’ve achieved: Our flagship model, AstroSage-LLaMA-3.1-8B, achieves 80.9% accuracy on the AstroMLab-1 benchmark, comparable to OpenAI’s GPT-4o with an 8-point improvement over LLaMA-3.1-8B.
AI is already helping astronomers make incredible discoveries
2023年10月4日 · As a science, astronomy has a long tradition of looking for patterns by sifting through massive amounts of data, accidental discoveries, and a deep connection between theory and observation....
Use of AI in Astronomy - Northwestern University
Northwestern's Center for Interdisciplinary Exploration and Research in Astrophysics (CIERA) is home to several groups at the forefront of AI research in astronomy. Vicky Kalogera's group uses AI approaches to explore massive binary systems lives, properties, and fates. Adam Miller's group works at the intersection of wide-field time-domain ...
Analysis: How AI is helping astronomers study the universe
2023年5月8日 · As the technology has become more powerful, AI algorithms have begun helping astronomers tame massive data sets and discover new knowledge about the universe. As long as astronomy has been a...
NSF and Simons Foundation launch 2 AI Institutes to help …
2024年9月18日 · Led by The University of Texas at Austin in collaboration with NSF NOIRLab, the NSF National Radio Astronomy Observatory, the University of Utah, the University of Virginia and UCLA, NSF-Simons CosmicAI aims to accelerate traditionally time-consuming aspects of astronomical research, such as processing and analyzing large amounts of data and ...
AI4Astronomy
Our research focuses on investigating various astrophysical problems related to the interstellar medium and molecular clouds, including predicting fundamental physical conditions like gas number density, radiation fields, magnetic field strength and direction, and 3D velocity fields.
AI uncovers the universe's 'settings' with unprecedented precision, …
2024年8月30日 · Astrophysicists have used artificial intelligence (AI) to precisely estimate five of the universe's six "settings" with unprecedented precision. The system could one day help researchers crack...
AstroAI
AstroAI strives to bring experts in artificial intelligence together with scientists to tackle the most exciting and challenging problems in astrophysics.
NSF-Simons CosmicAI Institute
CosmicAI develops transformative AI methods to meet pressing astronomical challenges and tackle outstanding questions about our cosmic origins. Research spans four fundamental AI themes: trustworthiness, efficiency, interpretability, and robustness.
Astronomers Release Massive Dataset to Accelerate AI Research in …
2024年12月2日 · A global team of astronomers and machine learning researchers today announced the release of the "Multimodal Universe" - a groundbreaking 100 terabyte dataset that brings together hundreds of millions of astronomical …
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