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https://news.cornell.edu/stories/2023/07/new-center-merges-math-ai-push-frontiers-science
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Skip to main content Toggle navigation Search Cornell University * Topics * * Architecture & Design * Arts & Humanities * Business, Economics & Entrepreneurship * Computing & Information Sciences * Energy, Environment & Sustainability * Food & Agriculture * Global Reach * Health, Nutrition & Medicine * Law, Government & Public Policy * Life Sciences & Veterinary Medicine * Physical Sciences & Engineering * Social & Behavioral Sciences * Coronavirus * Campus & Community * * News & Events * Public Engagement * New York City * Staff News * Photos of the Day * Big Red Sports * Diversity * In Memory * Features * NYS Impact * Student Life * Around Cornell * All Stories * In the News * Expert Quotes * Cornellians * Cornell.edu * Media Relations * Search Cornell University CORNELL CHRONICLE * Topics * * Architecture & Design * Arts & Humanities * Business, Economics & Entrepreneurship * Computing & Information Sciences * Energy, Environment & Sustainability * Food & Agriculture * Global Reach * Health, Nutrition & Medicine * Law, Government & Public Policy * Life Sciences & Veterinary Medicine * Physical Sciences & Engineering * Social & Behavioral Sciences * Coronavirus * Campus & Community * * News & Events * Public Engagement * New York City * Staff News * Photos of the Day * Big Red Sports * Diversity * In Memory * Features * NYS Impact * Student Life * Around Cornell * All Stories * In the News * Expert Quotes * Cornellians NEW CENTER MERGES MATH, AI TO PUSH FRONTIERS OF SCIENCE BY SYL KACAPYR CORNELL ENGINEERING July 7, 2023 FacebookTwitterEmailShare With artificial intelligence poised to assist in profound scientific discoveries that will change the world, Cornell is leading a new $11.3 million center focused on human-AI collaboration that uses mathematics as a common language. The Scientific Artificial Intelligence Center, or SciAI Center, is being launched with a grant from the Office of Naval Research and is led by Christopher J. Earls, professor of civil and environmental engineering at Cornell Engineering. Co-investigators include Nikolaos Bouklas, assistant professor of mechanical and aerospace engineering at Cornell Engineering; Anil Damle, assistant professor of computer science in the Cornell Ann S. Bowers College of Computing and Information Science; and Alex Townsend, associate professor of mathematics in the College of Arts and Sciences. All of the investigators are field faculty members of the Center for Applied Mathematics. With the advance of AI systems – built with tangled webs of algorithms and trained on increasingly large sets of data – researchers fear AI’s inner workings will provide little insight into its uncanny ability to recognize patterns in data and make scientific predictions. Earls described it as a situation at odds with true scientific discovery. “Scientific theories are explanatory stories that offer mechanistic insights into how the universe works,” Earls said. “These theories offer reasoning behind what has been observed, but also, they predict that which has yet to be observed. Such extrapolatory power is entirely beyond anything standard AI can achieve. Our new center will pioneer radically new AI approaches for scientific discovery.” The SciAI Center will use mathematics as a common language between humans and machines because, Townsend said, math is how scientists have modeled the world for hundreds of years. “Instead of getting AI to predict the future using data from a physical system, we will get AI to speak in the language of calculus and derive the underlying differential equations that govern a physical system,” Townsend said. “We are trying to develop an AI-human collaboration that can become our science teacher, revealing patterns of the natural world.” The SciAI Center will have four intellectual thrusts – scientific data, operator learning, closure models and complex systems. Its three application areas of focus will be materials, turbulence and autonomy. “By blending machine learning techniques with physics-informed algorithms, we can accelerate computational methods to aid in the understanding of materials and molecular systems,” said Damle, who added that Cornell’s fostering of interdisciplinary research makes it a natural home for such a center, enabling researchers from a broad set of areas to contribute. Aside from its research goals, the center will be committed to helping populations underrepresented in science and engineering gain access to emerging AI tools through a series of student pathway programs that prepare young researchers to work in new industries. Other institutions participating include the United States Naval Academy; the University of California, Santa Cruz; the California Institute of Technology; the University of Cambridge; Brown University; the University of California, Berkeley; and Integer Technologies. Syl Kacapyr is associate director of marketing and communications for Cornell Engineering. Arts & Humanities Computing & Information Sciences Physical Sciences & Engineering News & Events Media Inquiries MEDIA CONTACT BECKA BOWYER rpb224@cornell.edu 6072204185 -------------------------------------------------------------------------------- Get Cornell news delivered right to your inbox. Subscribe -------------------------------------------------------------------------------- YOU MIGHT ALSO LIKE Cornell Bowers CIS celebrates new building CREA named partner on $30M Regional Food Business Center GALLERY HEADING × Previous Next LINKS * About the Chronicle * Media Relations Office * Sitemap * Copyright * Web Accessibility Assistance * University Relations CONTACT Cornell Chronicle 312 College Ave Ithaca, NY 14850 607-255-4206 cunews@cornell.edu SUBSCRIBE * Daily and weekly newsletters * Feeds - RSS & JSON ✓ Thanks for sharing! AddToAny More…