# Event Details - **Event Name**: LEAP ML Journal Club - **Event Start and End Date**: Thu, 23 Apr, 2026 at 12:00 pm – Thu, 23 Apr, 2026 at 01:00 pm - **Event Description**: JOIN THE LEARNING THE EARTH WITH ARTIFICIAL INTELLIGENCE + PHYSICS (LEAP) CENTER AT COLUMBIA FOR A JOURNAL CLUB CONVERSATION.About this Event https://cdn-az.allevents.in/events8/banners/ee3626a0-346a-11f1-b9d7-1342b3f1e3f2-rimg-w1200-h318-dc000000-gmir.png LEAP ML JOURNAL CLUB: Jakhar, K., Guan, Y., and Hassanzadeh, P. (2026). Analytical and AI-Discovered Stable, Accurate, and Generalizable Subgrid-Scale Closure for Geophysical Turbulence. APS Physical Review Letters, vol. 136, no. 6, Art. no. 064201. doi:10.1103/v28b-5qmp.Date: April 23, 2026Time: 12:00 p.m. (EST)Format: Hybrid (Zoom link provided upon registration)In-person: Hirsh Conference Room @ Columbia Engineering Innovation Hub, 2276 12th Avenue, Second Floor, New York, NY 10027A light lunch will be served for in-person attendees.*Please note that in-person space is limited.*__________________________________________________________________________________Abstract: By combining artificial intelligence and fluid physics, we discover a closed-form closure for 2D turbulence from small direct numerical simulation data. Large-eddy simulation with this closure is accurate and stable, reproducing direct numerical simulation statistics, including those of extremes. We also show that the new closure could be derived from a fourth-order truncated Taylor expansion. Prior analytical and artificial-intelligence-based work only found the second-order expansion, which led to unstable large-eddy simulation. The additional terms emerge only when interscale energy transfer is considered alongside standard reconstruction criterion in the sparse-equation discovery.Learn More: https://cdn-az.allevents.in/events4/banners/ee66d390-346a-11f1-b9d7-1342b3f1e3f2-rimg-w736-h740-dcf3eff2-gmir.jpg - **Event URL**: https://allevents.in/new-york/leap-ml-journal-club/100001987021122667 - **Event Categories**: artificial-intelligence, art, business, conferences - **Interested Audience**: - total_interested_count: 0 ## Ticket Details - **Ticket Price Range**: min: 0, max: 0, currency: USD ## Event venue details - **city**: New York - **state**: NY - **country**: United States - **location**: Columbia Engineering Innovation Hub - **lat**: 40.818109 - **long**: -73.9609174 - **full address**: Columbia Engineering Innovation Hub, 2276 12th Avenue, New York, United States ## Event gallery - **Alt text**: LEAP ML Journal Club - **Image URL**: https://cdn-az.allevents.in/events5/banners/c871b945486117e41980fa5efb560496b65382140cc9deeac9019f026991c850-rimg-w1200-h675-dcffffff-gmir.jpg?v=1775776989 ## FAQs - **Q**: When and where is LEAP ML Journal Club being held? - **A:** LEAP ML Journal Club takes place on Thu, 23 Apr, 2026 at 12:00 pm to Thu, 23 Apr, 2026 at 01:00 pm at Columbia Engineering Innovation Hub, 2276 12th Avenue, New York, United States. - **Q**: Who is organizing LEAP ML Journal Club? - **A:** LEAP ML Journal Club is organized by LEAP Center. - **Q**: Who is this event for? Is it right for me? - **A:** LEAP ML Journal Club is ideal for art lovers, collectors, creatives, and anyone inspired by visual arts, installations, and exhibitions. Whether you're a first-time attendee or a longtime enthusiast in New York, this event is thoughtfully curated to deliver a standout experience worth every moment. 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