EHEP Software School 2024

Name: EHEP Software School 2024
Start: 2024-01-29T09:00:00+05:30
End: 2024-02-10T17:30:00+05:30
Location: No location set

29 Jan 2024, 09:00 → 10 Feb 2024, 17:30 Asia/Kolkata

Description

https://www.tifr.res.in/~ehep2024/index.php

Monday 29 January
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 11:00
  
  Statistics, Fitting and Minimisation 1h 30m
  
  Speaker: Sunanda Banerjee (University of Wisconsin Madison (US))
  
  numerical01.pdf
- 11:30 → 13:00
  
  Example of Fit and Minimisation 1h 30m
  
  Speaker: Saranya Samik Ghosh (Indian Institute of Technology Hyderabad)
  
  Code
  
  numerical.pdf
  
  Slides
- 14:00 → 17:30
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN))
  
  data1.txt
  
  expoplusgaus.root
  
  problem01.pdf
Tuesday 30 January
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 11:00
  
  Kinematic Fitting 1h 30m
  
  Speaker: Sunanda Banerjee (University of Wisconsin Madison (US))
  
  numerical02.pdf
  
  problem02.pdf
- 11:30 → 13:00
  
  Hands-on Session 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN))
- 14:00 → 17:30
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN))
Wednesday 31 January
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 11:00
  
  Detector Simulation - Geant4 1h 30m
  
  Speaker: Sunanda Banerjee (University of Wisconsin Madison (US))
  
  Simulation01.pdf
- 11:30 → 13:00
  
  Simple Detector Construction Example 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Deepak Samuel (Central University of Karnataka)
  
  GitHub Link
- 14:00 → 17:30
  
  Construction of more complex detector 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Deepak Samuel (Central University of Karnataka)
Thursday 1 February
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 11:00
  
  Geant4 - Physics Process and Physics List 1h 30m
  
  Speaker: Sunanda Banerjee (University of Wisconsin Madison (US))
  
  Simulation02.pdf
- 11:30 → 13:00
  
  Simulate detector response for a tracker followed by EM and Hadron Calorimeter 1h 30m
  
  Speaker: Gobinda Majumder (Tata Inst. of Fundamental Research (IN))
- 14:00 → 17:30
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
  
  note99_072.pdf
  
  problem03.pdf
Friday 2 February
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 13:00
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
  
  problem04.pdf
- 14:00 → 17:30
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
Saturday 3 February
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 13:00
  
  Hands-on Session on Geant4 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
  
  G4_Inverse_Beta_Decay.pdf
  
  problem005.pdf
- 14:00 → 17:30
  
  Hands-on Session on Geant4 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
  
  DummyEMPhysics.cc
  
  DummyEMPhysics.h
  
  G4Electron.cc
  
  G4Electron.hh
  
  G4XXX.cc
Monday 5 February
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 11:00
  
  Track reconstruction 1h 30m
  
  Speaker: Gobinda Majumder (Tata Inst. of Fundamental Research (IN))
  
  ehep2024_track_finder.pdf
  
  ehep2024_track_fitting.C
  
  implementation_patternReco_tn95_128.pdf
  
  patternRecognition_tn95_125.pdf
  
  test_muon_run10.root
- 11:30 → 13:00
  
  Hands-on Session 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
  
  tn95_128.pdf
- 14:00 → 17:30
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
Tuesday 6 February
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 11:00
  
  Track fitting 1h 30m
  
  Speaker: Gobinda Majumder (Tata Inst. of Fundamental Research (IN))
  
  Appendix_solution.pdf
  
  ehep2024_track_fitting.pdf
- 11:30 → 13:00
  
  Hands-on Session 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
- 14:00 → 17:30
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
Wednesday 7 February
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 11:00
  
  Clustering in calorimeter 1h 30m
  
  Speaker: Shilpi Jain (Tata Inst. of Fundamental Research (IN))
  
  ecalReco_7feb.pdf
  
  EMalgo_demo.gif
  
  Link to github exercises
- 11:30 → 13:00
  
  Hands-on Session 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
- 14:00 → 17:30
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
Thursday 8 February
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 11:00
  
  ML Session 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN))
  
  Intro_ML.ipynb
  
  ML.pdf
  
  Pandas_Cheat_Sheet.pdf
- 11:30 → 13:00
  
  ML Session 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN))
  
  MLP Exercises
  
  NN@HEP.pdf
- 14:00 → 17:30
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
  
  documentation_v1.8.pdf
  
  Higgs_Kaggle.ipynb
  
  test.zip
  
  training.zip
Friday 9 February
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 11:00
  
  ML Session 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN))
  
  BDT_for_School.pdf
  
  Formal_cvxopt.ipynb
  
  Higgs_SVC.ipynb
  
  SVM_from_scratch.ipynb
  
  SVM_from_Scratch.py
  
  SVM.pdf
- 11:30 → 13:00
  
  ML Session 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN))
  
  BDT.pdf
- 14:00 → 17:30
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))
  
  dense_nn_Higgs_Kaggle.ipynb
Saturday 10 February
- Mon 29 Jan
- Tue 30 Jan
- Wed 31 Jan
- Thu 1 Feb
- Fri 2 Feb
- Sat 3 Feb
- Mon 5 Feb
- Tue 6 Feb
- Wed 7 Feb
- Thu 8 Feb
- Fri 9 Feb
- Sat 10 Feb
- 09:30 → 09:31
  
  Pre-requisites for quantum simulation 1m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN))
  
  qiskit_install
- 09:35 → 11:05
  
  Quantum / ML Session 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN))
  
  1Q_1R.ipynb
  
  Deutsch-Jozsa_Algo.ipynb
  
  Intro_QISKIT.ipynb
  
  Q_Exercise.ipynb
  
  QSchool_TIFR_2024.pdf
  
  qubits_and_gates.ipynb
  
  Quiskit_Intro.ipynb
  
  SingleResonator.html
  
  SingleResonator.ipynb
  
  SingleResonator.pdf
  
  Transmon_1_EPR.ipynb
- 11:30 → 13:00
  
  Quantum / ML Session 1h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN))
- 14:00 → 17:30
  
  Hands-on Session 3h 30m
  
  Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Aruna Nayak (National Institute of Science Education and Research (NISER) (IN)), Deepak Samuel (Central University of Karnataka), Gobinda Majumder (Tata Inst. of Fundamental Research (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN)), Saranya Samik Ghosh (Indian Institute of Technology Hyderabad), Satyaki Bhattacharya (Saha Institute of Nuclear Physics (IN)), Shilpi Jain (Tata Inst. of Fundamental Research (IN)), Sunanda Banerjee (University of Wisconsin Madison (US))