ICTP seminar tomorrow at 12:00pm
Ivan Girotto
igirotto at ictp.it
Mon Jun 19 14:56:19 CEST 2023
Dear all,
tomorrow, 19 June, at 12:00pm in the L. Stasi seminar room (beside the
ICTP bar), Dr. Serafina Di Gioia will give a talk on her recent research.
Title: Causal graphical models for natural sciences
Abstract: A fundamental task in various disciplines of natural sciences,
from Astrophysics to Climate Science, is to find underlying causal
relations and make use of them. Traditionally, causal relations were
studied with the application of interventions; however, in many cases
interventions are difficult or even impossible to conduct. It is then
necessary to discover causal relations by analyzing statistical
properties of purely observational data, a task known as causal
discovery or causal structure learning. The talk will be divided into
two parts. In the first part, I will give an overview of the most common
algorithms to perform causal discovery, in the framework of Causal
Graphical Models, focusing on constraint-based algorithms. In the second
part, I will present my activities in the context of the new ICTP
International Consortium for Scientific Computing (ICSC).
Kind Regards,
Ivan
--
Ivan Girotto, Ph.D. -igirotto at ictp.it
High-Performance Computing Applications & MHPC (www.mhpc.it)
Information & Communication Technology Section
The Abdus Salam -www.ictp.it
International Centre for Theoretical Physics
Strada Costiera, 11 - 34151 Trieste - IT
Tel +39.040.2240.484
Fax +39.040.2240.249
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