Data Science, Particle and Astroparticle Physics School in Tirana 2022

14 Jun 2022, 12:30 → 18 Jun 2022, 13:30 Europe/Tirane

103 B (Faculty of Natural Sciences)

Dafina Xhako, Ervin Kafexhiu (Tirana University), Klaudio Peqini (Tirana University ), Lindita Hamolli (Tirana University), Mimoza Hafizi, Nicola De Filippis (Politecnico/INFN Bari (IT)), Rudina Zeqirllari (Tirana University)

Data Science, Particle and Astroparticle Physics School in Tirana 2022

The fourth edition of the school for data science, particle, astroparticle and medical physics is designed to help students from secondary school, physicists and engineers from particle, astroparticle and medical physics communities to participate in significant ways in scientific activities and any data analysis. This year the school includes divulagative sessions and also a session devoted to Data Science.  Public data collected by the CMS and the Fermi experiments are processed and analyzed with standard software tools. The school include lectures and hands-on tutorials on selected topics.

Applications are welcome from students worldwide with preference given those from the region. Application deadline is June 3 2022. Please submit to the organizers in one page your CV and letter of motivation.

Photos from "Data Science, Particle and Astroparticle Physics in Tirana, 2022"

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Tuesday 14 June

Registration: Data Science, Particle and Astroparticle Physics School in Tirana 2022

1 Opening session

Speakers: Mimoza Hafizi, Prof. Nicola De Filippis (Politecnico/INFN Bari (IT)), Rudina Zeqirllari

Intro_DeFilippis_TiranaSchool2022.pdf

2 Supernovas

Speaker: Mimoza Hafizi

Supernova-Mimoza Hafizi.pdf

15:00 Coffee break

3 Introduction to Black Hole Astrophysics

Speaker: Ervin Kafexhiu

Summer2022.pdf

4 Big data in High Energy Physics

Speaker: Nicola De Filippis (Politecnico/INFN Bari (IT))

Wednesday 15 June

5 Root data analysis

Speaker: Nicola De Filippis (Politecnico/INFN Bari (IT))

6 MC generations and CMS simulations

Speaker: Ilirjan Margjeka (University of Bari, INFN)

Tirana2022_MCGenSIm.pdf

15:30 Coffee break

7 MC generations and CMS simulations

Speaker: Ilirjan Margjeka (University of Bari, INFN)

Thursday 16 June

8 What is Data Science? A concise introduction with typical applications

Speaker: Klaudio Peqini (Physics Department, Faculty of Natural Sciences, University of Tirana)

Data_Science_presentation_Summer_School.pdf

9 Strangeness study in ALICE:an invariant mass analysis example

Speaker: Domenico Colella (Politecnico and INFN Bari, Italy)

Physics_School_Tirana_2022_Tracking.key

15:30 Coffee break

10 Strangeness study in ALICE: an invariant mass analysis example.

Speaker: Domenico Colella (Politecnico and INFN Bari, Italy)

Physics_School_Tirana_2022_InvariantMass.key

11 MC generations and CMS simulations

Speaker: Ilirjan Margjeka (University of Bari, INFN)

Friday 17 June

Data analysis: Machine learning techniques

Convener: K..f. Johnson (Florida State University (US))

TiranaSchoolJun2022_ML_ToeInWater.pdf

13:00 Coffee break

12 Analyzing data with Jupyter notebook and Astropy

Lindita_Hamolli_TiranaSchool2022.ipynb

Lindita_Hamolli_TiranaSchool2022.pdf

Saturday 18 June

13 Lattice Space in LQCD with QCDLAB2

Speakers: Dafina Xhako (Polytechnic University of Tirana), Rudina Zeqirllari

Dafina Xhako&Rudina Zeqirllari_Data science and pa_220624_071221.pdf

Student session

Conveners: Klaudio Peqini (Tirana University ), Prof. Mimoza Hafizi, Nicola De Filippis (Politecnico/INFN Bari (IT)), Rudina Osmanaj (Zeqirllari)