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DTSTART:20070311T020000
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DTSTAMP:20260810T205656
DTSTART;TZID=America/Detroit:20260918T150000
DTEND;TZID=America/Detroit:20260918T160000
SUMMARY:Lecture / Discussion:Foundation models and agentic AI for discovery in fluid mechanics
DESCRIPTION:Abstract:  In this seminar we discuss a unified framework that combines explainable deep learning\, deep reinforcement learning (DRL) and foundation models to advance both understanding and control of turbulence\, with direct implications for accelerated design and discovery. First\, we will show how explainable deep learning techniques can be used to identify the flow features that are truly responsible for key turbulent processes in wall-bounded flows. By systematically interrogating trained neural networks\, we uncover the most influential coherent structures driving momentum transport and drag. Our results reveal that classically studied structures (while important) provide only a partial and sometimes misleading perspective\, motivating a more data-driven and physics-aware view of turbulence organization. Building on these insights\, we will demonstrate how deep reinforcement learning can be used to actively control turbulent flows by targeting the dynamically relevant structures identified through explainability. This approach achieves over 30% drag reduction in canonical wall-bounded turbulence and extends naturally to more complex configurations\, including turbulent wings\, highlighting the scalability of learning-based control strategies. Finally\, we will introduce a foundation-model-based framework for accelerated design\, optimization and scientific discovery. By learning compact\, interpretable latent representations of high-dimensional flow physics\, these models (combined with agentic-AI systems) enable rapid exploration of design spaces\, causal reasoning and closed-loop optimization\, bridging the gap between expensive simulations\, control and engineering decision making. Together\, these results illustrate how explainable and agentic AI are becoming essential for turbulence physics\, flow control and next-generation engineering design.\n\n\nContact:  Silas Alben
UID:148874-21905036@events.umich.edu
URL:https://events.umich.edu/event/148874
CLASS:PUBLIC
STATUS:CONFIRMED
CATEGORIES:Mathematics,Applied Mathematics
LOCATION:East Hall - 1084
CONTACT:
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BEGIN:VEVENT
DTSTAMP:20260828T082708
DTSTART;TZID=America/Detroit:20260918T150000
DTEND;TZID=America/Detroit:20260918T160000
SUMMARY:Reception / Open House:LSA Campus Tours for Transfer Students
DESCRIPTION:Join the LSA Transfer Student Ambassadors for a central campus tour and to learn all about the transfer student experience. As transfer students\, the Ambassadors understand the questions you have and designed a tour with the needs of transfer students in mind.\n\nPlease register using the link to the right.
UID:95236-21910833@events.umich.edu
URL:https://events.umich.edu/event/95236
CLASS:PUBLIC
STATUS:CONFIRMED
CATEGORIES:Transfer Students,Transfer Student Center,transfer
LOCATION:LSA Building - 1180 (Transfer Student Center)
CONTACT:
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BEGIN:VEVENT
DTSTAMP:20260914T002102
DTSTART;TZID=America/Detroit:20260918T150000
DTEND;TZID=America/Detroit:20260918T170000
SUMMARY:Conference / Symposium:Maize & Blue Cupboard Volunteering
DESCRIPTION:Come help us during normal operating hours\; as well as\, unload our weekly Food Gatherers deliveries and stock our shelves! If you are outside the U-M community\, please reach out to maize.blue.cupboard@umich.edu to sign up.
UID:102102-21910765@events.umich.edu
URL:https://events.umich.edu/event/102102
CLASS:PUBLIC
STATUS:CONFIRMED
CATEGORIES:Sessions
LOCATION:Maize and Blue Cupboard inside Betsy Barbour
CONTACT:
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BEGIN:VEVENT
DTSTAMP:20260810T124116
DTSTART;TZID=America/Detroit:20260918T150000
DTEND;TZID=America/Detroit:20260918T154500
SUMMARY:Exhibition:Sky Tonight
DESCRIPTION:A live presentation on what to find in the sky tonight and for the coming few weeks. This presentation includes how to find the cardinal directions with the North Star\, current and upcoming constellations\, visible planets\, a few deep sky objects depending on the season\, and other interesting astronomical visualizations. If you want to be able to look up from your own backyard and know what to look for\, this is the show for you.
UID:141325-21907315@events.umich.edu
URL:https://events.umich.edu/event/141325
CLASS:PUBLIC
STATUS:CONFIRMED
CATEGORIES:Prospective Undergraduate Students,Undergraduate,Space,Science,Planetarium,Natural Sciences,natural history museum,museums,Museum,Film,Family,Children,Astronomy
LOCATION:Museum of Natural History - Planetarium &amp; Dome Theater
CONTACT:
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BEGIN:VEVENT
DTSTAMP:20260913T142634
DTSTART;TZID=America/Detroit:20260918T150000
DTEND;TZID=America/Detroit:20260918T160000
SUMMARY:Workshop / Seminar:Student Algebraic Geometry: Bernstein-Sato polynomials and log resolutions by orbifolds
DESCRIPTION:The Bernstein-Sato polynomial is an important invariant of singularities\, intimately related to the monodromy of the Milnor fiber\, the log canonical threshold\, and rational and Du Bois singularities. A classical method introduced by Kashiwara and refined by Lichtin provides estimates for the roots of the Bernstein-Sato polynomial in terms of a log resolution. In this talk\, we extend their method to log resolutions by orbifolds\, which has applications to the singularities of weighted homogeneous and Khovanskii non-degenerate complete intersections.
UID:152057-21912774@events.umich.edu
URL:https://events.umich.edu/event/152057
CLASS:PUBLIC
STATUS:CONFIRMED
CATEGORIES:Mathematics
LOCATION:East Hall - 2866
CONTACT:
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