MIT (IDSS, EAPS)
Study senior author and MIT professor who emphasizes the importance of understanding problem fundamentals over deploying large AI models for climate science.
How media typically covers Noelle Selin
Directly quoted in these articles
Simpler physics-based models can generate more accurate climate predictions than state-of-the-art deep-learning models in certain scenarios, challenging the assumption that larger AI models are universally better.
“Study senior author who discusses the importance of incorporating problem fundamentals into climate AI models rather than defaulting to large models.”