EHEP Software School 2024

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

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

Monday 29 January

1 Statistics, Fitting and Minimisation

Speaker: Sunanda Banerjee (University of Wisconsin Madison (US))

numerical01.pdf

2 Example of Fit and Minimisation

Speaker: Saranya Samik Ghosh (Indian Institute of Technology Hyderabad)

Code

numerical.pdf

Slides

3 Hands-on Session

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

4 Kinematic Fitting

Speaker: Sunanda Banerjee (University of Wisconsin Madison (US))

numerical02.pdf

problem02.pdf

5 Hands-on Session

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))

6 Hands-on Session

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

7 Detector Simulation - Geant4

Speaker: Sunanda Banerjee (University of Wisconsin Madison (US))

Simulation01.pdf

8 Simple Detector Construction Example

Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Deepak Samuel (Central University of Karnataka)

GitHub Link

9 Construction of more complex detector

Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Deepak Samuel (Central University of Karnataka)

Thursday 1 February

10 Geant4 - Physics Process and Physics List

Speaker: Sunanda Banerjee (University of Wisconsin Madison (US))

Simulation02.pdf

11 Simulate detector response for a tracker followed by EM and Hadron Calorimeter

Speaker: Gobinda Majumder (Tata Inst. of Fundamental Research (IN))

12 Hands-on Session

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

13 Hands-on Session

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 Hands-on Session

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

15 Hands-on Session on Geant4

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

16 Hands-on Session on Geant4

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

17 Track reconstruction

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

18 Hands-on Session

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

19 Hands-on Session

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

20 Track fitting

Speaker: Gobinda Majumder (Tata Inst. of Fundamental Research (IN))

Appendix_solution.pdf

ehep2024_track_fitting.pdf

21 Hands-on Session

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))

22 Hands-on Session

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

23 Clustering in calorimeter

Speaker: Shilpi Jain (Tata Inst. of Fundamental Research (IN))

ecalReco_7feb.pdf

EMalgo_demo.gif

Link to github exercises

24 Hands-on Session

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))

25 Hands-on Session

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

26 ML Session

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

27 ML Session

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

28 Hands-on Session

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

29 ML Session

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

30 ML Session

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

31 Hands-on Session

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

32 Pre-requisites for quantum simulation

Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN))

qiskit_install

33 Quantum / ML Session

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

34 Quantum / ML Session

Speakers: Dr Abhijit Bhattacharyya (Bhabha Atomic Research Centre (IN)), Rajdeep Mohan Chatterjee (Tata Inst. of Fundamental Research (IN))

35 Hands-on Session

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))