Scientific Data Analysis School 2019
from
Monday, 25 November 2019 (09:00)
to
Thursday, 28 November 2019 (19:30)
Monday, 25 November 2019
16:10
Introductory Lectures
Introductory Lectures
16:10 - 19:00
Room: Sala Azzurra
Contributions
16:10
Mathematical foundations of data science: statistics
-
Francesco Morandin
17:30
Numerical linear algebra techniques for data analysis
-
Michele Benzi
(
Professore ordinario presso la Classe di Scienze
)
19:00
Welcome Cocktail
Welcome Cocktail
19:00 - 21:00
Tuesday, 26 November 2019
09:00
09:00 - 11:00
Room: Sala Multimediale Bakunin
Contributions
09:00
Data Analysis in Next Generation Sequencing
-
Paolo Aretini
(
Fondazione Pisana per la Scienza ONLUS
)
10:30
What can we learn from single particle tracking?
-
Stefano Luin
11:00
Coffee Break
Coffee Break
11:00 - 11:30
11:30
11:30 - 13:00
Room: Sala Multimediale Bakunin
Contributions
11:30
Dynamics and interactions of neurotrophin receptors in the membrane of living cells
-
Stefano Luin
12:00
Correlation spectroscopy in living cells: an introduction
-
Francesco Cardarelli
(
Prof. associato Classe di Scienze
)
13:00
Lunch Break
Lunch Break
13:00 - 14:00
14:00
Theory and Hands-On
Theory and Hands-On
14:00 - 16:00
Room: Sala Multimediale Bakunin
Contributions
14:00
Analysis of microscopy movies with SimFCS
-
Francesco Cardarelli
(
Prof. associato Classe di Scienze
)
15:30
Multidimensional transport measurements in semiconductor nanostructures
-
Francesco Rossella
(
SNS
)
16:00
Coffee Break
Coffee Break
16:00 - 16:30
16:30
hands-on session
hands-on session
16:30 - 18:30
Room: Sala Multimediale Bakunin
Contributions
16:30
Extracting information from multidimensional data
-
Domenic Prete
(
Prestazione occasionale NEST - ref. Dott. Francesco Rossella
)
Francesco Rossella
(
SNS
)
Wednesday, 27 November 2019
09:00
09:00 - 11:00
Room: Sala Multimediale Bakunin
Contributions
09:00
Scientific Data Analysis in Astrophysics
-
Simona Gallerani
(
SNS
)
10:30
Exploration of 3D spectroscopy data (part 1)
-
Stefano Carniani
(
SNS
)
11:00
Coffee Break
Coffee Break
11:00 - 11:30
11:30
11:30 - 13:00
Room: Sala Multimediale Bakunin
Contributions
11:30
Exploration of 3D spectroscopy data (part 2)
-
Stefano Carniani
(
SNS
)
13:00
Lunch Break
Lunch Break
13:00 - 14:00
14:00
14:00 - 16:00
Room: Sala Multimediale Bakunin
Contributions
14:00
Machine Learning on Galaxy spectra
-
Graziano Ucci
(
University of Groningen
)
16:00
Coffee Break
Coffee Break
16:00 - 16:30
16:30
16:30 - 18:30
Room: Sala Multimediale Bakunin
Contributions
16:30
Synthetic spectra from galaxies in cosmological simulations
-
Andrea Pallottini
(
Centro Fermi
)
20:00
Social dinner
Social dinner
20:00 - 21:30
21:30
Post-dinner speech
Post-dinner speech
21:30 - 22:30
Room: Sala Azzura
Contributions
21:30
The Science of Data Science
-
Viviana Acquaviva
(
CUNY NYC College of Technology
)
Thursday, 28 November 2019
09:00
09:00 - 11:00
Contributions
09:00
Computing for High Energy Physics experiments
-
Giuseppe Bagliesi
11:00
Coffee Break
Coffee Break
11:00 - 11:30
11:30
11:30 - 13:00
Contributions
11:30
Machine Learning and Deep Neural Networks in (High Energy) Physics
-
Andrea Rizzi
(
University of Pisa and INFN
)
13:00
Lunch Break
Lunch Break
13:00 - 14:00
14:00
hands-on session
hands-on session
14:00 - 16:00
Contributions
14:00
ROOT: a HEP tool for data analysis
-
Lorenzo Bianchini
(
INFN Pisa
)
16:00
Coffee Break
Coffee Break
16:00 - 16:30
16:30
16:30 - 18:00
Contributions
16:30
Machine Learning and b-tagging in CMS
-
Leonardo Giannini
(
INFN Pisa
)
18:00
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
)
18:00 - 18:30