Applied Math Seminar

Name: From ICON to GenICON: In-Context Operator Learning with Uncertainty Quantification (Siting Liu, UCR)
Start: 2026-04-27T16:15:00-07:00
End: 2026-04-27T17:15:00-07:00
Location: Emmy Noether Room, Estella 1021, Pomona College,

April 2026
The Secret Life of Turbulent Fluids (Vincent Martinez, Caltech)

April 20 @ 4:15 pm - 5:15 pm

Emmy Noether Room, Estella 1021, Pomona College, 610 N. College Ave., Claremont, CA, United States

Abstract: Turbulence influences our lives in a multitude of ways, ranging from the mundane (when we stir milk into our coffee) to the spectacular (the formation of galaxies). It is a great achievement of the human intellect that we are able to locate fundamental mechanisms shared by phenomenon with such a dramatic difference in scale […]
From ICON to GenICON: In-Context Operator Learning with Uncertainty Quantification (Siting Liu, UCR)

April 27 @ 4:15 pm - 5:15 pm

Emmy Noether Room, Estella 1021, Pomona College, 610 N. College Ave., Claremont, CA, United States

Abstract: I will introduce In-Context Operator Networks (ICON), a framework in which a single neural network learns solution operators for differential equations directly from a few prompted input-output examples at […]

April 2026