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UID:pretalx-juliacon-2022-AYAUPK@pretalx.com
DTSTART:20220728T113000Z
DTEND:20220728T114000Z
DESCRIPTION:The JuliaML ecosystem introduces an effective way to model natu
 ral phenomena with Universal Differential Equations. UDEs enrich different
 ial equations combining an explicitly known term with a term learned from 
 data via a Neural Network. Here\, we explore what happens when our assumpt
 ions about the known term are wrong\, making use of the rich interoperabil
 ity of Julia. The insight we offer will be useful to the Julia community i
 n better understanding strengths and possible shortcomings of UDEs.
DTSTAMP:20260317T121833Z
LOCATION:Green
SUMMARY:Universal Differential Equation models with wrong assumptions - Luc
 a Reale
URL:https://pretalx.com/juliacon-2022/talk/AYAUPK/
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