QLS seminar on Tuesday 4 July 11h00: "System 2 Applied Mathematics" by M. Chertkov

[Quantitative Life Sciences]

Dear All,

On Tuesday, 4 July 2023 at 11:00 CET, Michael Chertkov (University of 
Arizona, Tucson, USA) will give a seminar titled:

*    System 2 Applied Mathematics*

Abstract:
According to psychologist D. Kahneman (2002 Nobel prize winner in 
economics for the work on decision making under uncertainty) there are 
two modes/systems of thinking. System 1 operates automatically and 
quickly, like deep learning empowered by automatic differentiation.  
System 2 allocates attention to the effortful mental activities, like 
building explainable heuristics in quantitative sciences.

In this talk we illustrate how applied mathematics is harnessing system 
1 achievements of modern AI to build system 2 for quantitative sciences. 
Specifically, we discuss design, training and validation of the system 2 for

1.  Physics Informed Machine Learning of Power Systems
2.  Lagrangian Large Eddy Simulations of Turbulent Flows
3.  Graphical and Agent Based Models of epidemiological bursts

_The seminar will take place in the *L. Stasi seminar room*, Leonardo 
building, First floor_

__Indico webpage: https://indico.ictp.it/event/10412


You are all most welcome to attend!

Best regards,
Erica

-- 
Erica Sarnataro
Group Secretary
Quantitative Life Sciences
The Abdus Salam International Centre for Theoretical Physics (ICTP)
Trieste,  Italy
Tel. +39-040-2240623
www.ictp.it/research/qls.aspx
e-mail:qls at ictp.it