Scientific Data Analysis School 2019
from
Monday, November 25, 2019 (9:00 AM)
to
Thursday, November 28, 2019 (7:30 PM)
Monday, November 25, 2019
4:10 PM
Introductory Lectures
Introductory Lectures
4:10 PM - 7:00 PM
Room: Sala Azzurra
Contributions
4:10 PM
Mathematical foundations of data science: statistics
-
Francesco Morandin
5:30 PM
Numerical linear algebra techniques for data analysis
-
Michele Benzi
(
Professore ordinario presso la Classe di Scienze
)
7:00 PM
Welcome Cocktail
Welcome Cocktail
7:00 PM - 9:00 PM
Tuesday, November 26, 2019
9:00 AM
9:00 AM - 11:00 AM
Room: Sala Multimediale Bakunin
Contributions
9:00 AM
Data Analysis in Next Generation Sequencing
-
Paolo Aretini
(
Fondazione Pisana per la Scienza ONLUS
)
10:30 AM
What can we learn from single particle tracking?
-
Stefano Luin
11:00 AM
Coffee Break
Coffee Break
11:00 AM - 11:30 AM
11:30 AM
11:30 AM - 1:00 PM
Room: Sala Multimediale Bakunin
Contributions
11:30 AM
Dynamics and interactions of neurotrophin receptors in the membrane of living cells
-
Stefano Luin
12:00 PM
Correlation spectroscopy in living cells: an introduction
-
Francesco Cardarelli
(
Prof. associato Classe di Scienze
)
1:00 PM
Lunch Break
Lunch Break
1:00 PM - 2:00 PM
2:00 PM
Theory and Hands-On
Theory and Hands-On
2:00 PM - 4:00 PM
Room: Sala Multimediale Bakunin
Contributions
2:00 PM
Analysis of microscopy movies with SimFCS
-
Francesco Cardarelli
(
Prof. associato Classe di Scienze
)
3:30 PM
Multidimensional transport measurements in semiconductor nanostructures
-
Francesco Rossella
(
SNS
)
4:00 PM
Coffee Break
Coffee Break
4:00 PM - 4:30 PM
4:30 PM
hands-on session
hands-on session
4:30 PM - 6:30 PM
Room: Sala Multimediale Bakunin
Contributions
4:30 PM
Extracting information from multidimensional data
-
Domenic Prete
(
Prestazione occasionale NEST - ref. Dott. Francesco Rossella
)
Francesco Rossella
(
SNS
)
Wednesday, November 27, 2019
9:00 AM
9:00 AM - 11:00 AM
Room: Sala Multimediale Bakunin
Contributions
9:00 AM
Scientific Data Analysis in Astrophysics
-
Simona Gallerani
(
SNS
)
10:30 AM
Exploration of 3D spectroscopy data (part 1)
-
Stefano Carniani
(
SNS
)
11:00 AM
Coffee Break
Coffee Break
11:00 AM - 11:30 AM
11:30 AM
11:30 AM - 1:00 PM
Room: Sala Multimediale Bakunin
Contributions
11:30 AM
Exploration of 3D spectroscopy data (part 2)
-
Stefano Carniani
(
SNS
)
1:00 PM
Lunch Break
Lunch Break
1:00 PM - 2:00 PM
2:00 PM
2:00 PM - 4:00 PM
Room: Sala Multimediale Bakunin
Contributions
2:00 PM
Machine Learning on Galaxy spectra
-
Graziano Ucci
(
University of Groningen
)
4:00 PM
Coffee Break
Coffee Break
4:00 PM - 4:30 PM
4:30 PM
4:30 PM - 6:30 PM
Room: Sala Multimediale Bakunin
Contributions
4:30 PM
Synthetic spectra from galaxies in cosmological simulations
-
Andrea Pallottini
(
Centro Fermi
)
8:00 PM
Social dinner
Social dinner
8:00 PM - 9:30 PM
9:30 PM
Post-dinner speech
Post-dinner speech
9:30 PM - 10:30 PM
Room: Sala Azzura
Contributions
9:30 PM
The Science of Data Science
-
Viviana Acquaviva
(
CUNY NYC College of Technology
)
Thursday, November 28, 2019
9:00 AM
9:00 AM - 11:00 AM
Contributions
9:00 AM
Computing for High Energy Physics experiments
-
Giuseppe Bagliesi
11:00 AM
Coffee Break
Coffee Break
11:00 AM - 11:30 AM
11:30 AM
11:30 AM - 1:00 PM
Contributions
11:30 AM
Machine Learning and Deep Neural Networks in (High Energy) Physics
-
Andrea Rizzi
(
University of Pisa and INFN
)
1:00 PM
Lunch Break
Lunch Break
1:00 PM - 2:00 PM
2:00 PM
hands-on session
hands-on session
2:00 PM - 4:00 PM
Contributions
2:00 PM
ROOT: a HEP tool for data analysis
-
Lorenzo Bianchini
(
INFN Pisa
)
4:00 PM
Coffee Break
Coffee Break
4:00 PM - 4:30 PM
4:30 PM
4:30 PM - 6:00 PM
Contributions
4:30 PM
Machine Learning and b-tagging in CMS
-
Leonardo Giannini
(
INFN Pisa
)
6:00 PM
Concluding Remarks
-
Andrea Ferrara
(
SNS
)
Luigi Rolandi
(
Classe di Scienze Matematiche e Naturali
)
Concluding Remarks
Andrea Ferrara
(
SNS
)
Luigi Rolandi
(
Classe di Scienze Matematiche e Naturali
)
6:00 PM - 6:30 PM