ML4HEP-V4 (In person at TIFR)

Name: ML4HEP-V4 (In person at TIFR)
Start: 2026-06-29T08:30:00+05:30
End: 2026-07-11T23:00:00+05:30
Location: TIFR, Mumbai

29 Jun 2026, 08:30 → 11 Jul 2026, 23:00 Asia/Kolkata

AG 66 (TIFR, Mumbai)

AG 66

TIFR, Mumbai

Monday, 29 June
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 1
  
  Registration
- Inauguration
  
  Conveners: Atreyee Sinha (TIFR, Mumbai), Atreyee Sinha (Tata Institute of Fundamental Research, Mumbai), Mohamed Rameez (TIFR), Rajdeep Chatterjee (TIFR), Rajdeep Chatterjee (Tata Institute of Fundamental Research), Shilpi Jain (TIFR, Mumbai), Tuhin Roy (TIFR)
  - 2
    
    Welcome on behalf of NSF and DHEP
    
    Speaker: Gobinda Majumder (TIFR)
  - 3
    
    About the school
    
    Speaker: Satyaki Bhattacharya (SINP)
    
    ML4HEP 2026 TIFR.pdf
  - 4
    
    Logistic Information
    
    Logistics_ML4HEP.pdf
- 10:15
  
  Tea break
- 5
  
  Statistics
  
  Speaker: Satyaki Bhattacharya
- 13:00
  
  Lunch
- 6
  
  Statistics/Tutorial
  
  Speakers: Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India), Satyaki Bhattacharya
- 16:00
  
  Tea break
- 7
  
  GNN
  
  Speaker: Sanmay Ganguly
- 8
  
  GNN
  
  Speaker: Sanmay Ganguly
Tuesday, 30 June
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 9
  
  GNN
  
  Speaker: Sanmay Ganguly
- 11:00
  
  Tea Break
- 10
  
  GNN
- 13:00
  
  Lunch
- 11
  
  Statistics
  
  Speaker: Satyaki Bhattacharya
- 16:00
  
  Tea Break
- 12
  
  Statistics/Tutorial
  
  Speakers: Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India), Satyaki Bhattacharya
- 13
  
  Special Lecture on ML in Astrophysics
  
  Speaker: Sharavan Hanasoge
Wednesday, 1 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 14
  
  GNN
  
  Speaker: Sanmay Ganguly
- 11:00
  
  Tea Break
- 11:30
  
  Lunch Break
- 15
  
  GNN
  
  Speaker: Sanmay Ganguly
- 16
  
  Statistics
  
  Speaker: Satyaki Bhattacharya
- 17
  
  Tea Break
- 18
  
  Statistics/Tutorial
  
  Speakers: Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India), Satyaki Bhattacharya
- 19
  
  Special talk on ML in Condensed Matter
  
  Speaker: Bahadur Singh
Thursday, 2 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 20
  
  GNN
  
  Speaker: Sanmay Ganguly
- 11:00
  
  Tea break
- 21
  
  GNN
  
  Speaker: Sanmay Ganguly
- 13:00
  
  Lunch break
- 22
  
  Statistics
  
  Speaker: Satyaki Bhattacharya
- 16:00
  
  Tea Break
- 23
  
  Statistics Tutorial
  
  Speakers: Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India), Satyaki Bhattacharya
- 24
  
  Special talk on Concepts and development of ML algorithms (from CS dept)
  
  Speaker: Piyush Srivastava (TIFR)
Friday, 3 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 25
  
  GNN
  
  Speaker: Sanmay Ganguly
- 11:00
  
  Tea Break
- 26
  
  GNN/Tutorial on IceCube
  
  Speakers: Ashish Narayan (TIFR), Ashish Narayan (TIFR), Sanmay Ganguly
- 13:00
  
  Lunch
- 27
  
  Statistics
  
  Speaker: Satyaki Bhattacharya
- 16:00
  
  Tea Break
- 28
  
  Statistics/Tutorial
  
  Speakers: Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India), Satyaki Bhattacharya
- 29
  
  Special talk on ML in Biology
  
  Speaker: Sundar Naganathan
Saturday, 4 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 30
  
  Generative Models
  
  Speaker: Liv Helen Vage
- 11:00
  
  Tea Break
- 31
  
  Generative models
  
  Speaker: Liv Helen Vage
- 13:00
  
  Lunch Break
- 32
  
  Generative Models
  
  Speaker: Liv Helen Vage
- 16:00
  
  Tea Break
- 33
  
  Generative Models
  
  Speaker: Liv Helen Vage
Sunday, 5 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 09:30
  
  Free day
Monday, 6 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 34
  
  SBI/Normalizing Flow
  
  Speakers: Jay Sandesara, Rafael Coelho Lopes de Sa (University of Massachusetts (US))
  
  Lectures 1 and 2
- 11:00
  
  Tea Break
- 35
  
  SBI/Normalizing Flow
  
  Speakers: Jay Sandesara, Rafael Coelho Lopes de Sa (University of Massachusetts (US))
  
  Tutorial
- 13:00
  
  Lunch
- 36
  
  Generative Models
  
  Speaker: Liv Helen Vage
- 16:00
  
  Tea Break
- 37
  
  Generative Models
  
  Speaker: Liv Helen Vage
- 38
  
  GNN (PDF fitting)
  
  Speaker: Sanmay Ganguly
  
  TIFR_PDF-Fitting_2026.pdf
Tuesday, 7 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 39
  
  SBI/Normalizing Flows
  
  Speakers: Jay Sandesara, Rafael Coelho Lopes de Sa (University of Massachusetts (US))
  
  Lectures 3 and 4
- 11:00
  
  Tea Break
- 40
  
  SBI/Normalizing Flows
  
  Speakers: Jay Sandesara, Rafael Coelho Lopes de Sa (University of Massachusetts (US))
  
  Google Colab version of the tutorial
- 13:00
  
  Lunch Break
- 41
  
  From classifiers to foundation models: Representation learning for jet physics
  
  Speaker: Cyrin Neeraj (IISER, Thiruvananthapuram)
- 16:00
  
  Tea Break
- 42
  
  Discussion on workshop projects
  
  Speakers: Akanksha Bhardwaj, Liv Helen Vage, Rajdeep Chatterjee (Tata Institute of Fundamental Research), Rajdeep Chatterjee (TIFR), Sanmay Ganguly, Saranya Ghosh, Subhadip Mitra
  
  group1_Generative_project_intro.pdf
  
  group2_HGCAL Tutorial ML4HEP V4 TIFR.pdf
  
  Group 3
  
  group4_ML_Project_TIFR_2026.pdf
  
  group5_ML4HEPworkshopExercise.pdf
  
  group6_TIFR_AB_PYSR_Workshop.pdf
  
  group7_ML4HEP v4 TIFR-1.pdf
  
  Groups for ML4HEP workshop - Sheet3.pdf
  
  TIFR_AB_PYSR_Workshop.pdf
- 43
  
  Special talk on ML in Chemistry
  
  Speaker: Amartya Bose
Wednesday, 8 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 44
  
  SBI/Normalizing Flows
  
  Speakers: Jay Sandesara, Rafael Coelho Lopes de Sa (University of Massachusetts (US))
  
  Madminer paper
- 11:00
  
  Tea Break
- 45
  
  SBI/Normalizing Flows
  
  Speakers: Jay Sandesara, Rafael Coelho Lopes de Sa (University of Massachusetts (US))
- 13:00
  
  Lunch
- 46
  
  Differentiable Programing
  
  Speaker: Soumak Maitra
- 16:00
  
  Tea Break
- 47
  
  Differentiable Programing
  
  Speaker: Soumak Maitra
- 48
  
  A Random Walk Through Deep Learning and Astronomy
  
  Speaker: Prof. Ajit Kembhavi
Thursday, 9 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 49
  
  SBI/Normalizing Flows
  
  Speakers: Jay Sandesara, Rafael Coelho Lopes de Sa (University of Massachusetts (US))
- 11:00
  
  Tea Break
- 50
  
  SBI/Normalizing Flows
  
  Speakers: Jay Sandesara, Rafael Coelho Lopes de Sa (University of Massachusetts (US))
- 13:00
  
  Lunch
- 51
  
  Differentiable Programing
  
  Speaker: Soumak Maitra
- 16:00
  
  Tea Break
- 52
  
  Differentiable Programing
  
  Speaker: Soumak Maitra
Friday, 10 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 53
  
  Workshop
Saturday, 11 July
- Mon, 29 Jun
- Tue, 30 Jun
- Wed, 1 Jul
- Thu, 2 Jul
- Fri, 3 Jul
- Sat, 4 Jul
- Sun, 5 Jul
- Mon, 6 Jul
- Tue, 7 Jul
- Wed, 8 Jul
- Thu, 9 Jul
- Fri, 10 Jul
- Sat, 11 Jul
- 54
  
  Workshop
  
  IMG-20260711-WA0012.jpg
- 55
  
  Group 1
  
  Group 1
  
  Group 1.pdf
- 56
  
  Group 2
  
  group2_HGCAL_presentation.pdf
- 57
  
  Group 3
  
  GROUP 3 Presentation .pdf
- 58
  
  Group 4
  
  ML4HEP_TIFR26_PROJECT04 _Final.pdf
- 59
  
  Group 5
  
  Group#5-2.pdf
- 60
  
  Group 6
  
  ml4hep-group6 (1).pdf
- 61
  
  Group 7
  
  Group_7_GlueNN_intro_final.pdf

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ML4HEP-V4 (In person at TIFR)

AG 66

TIFR, Mumbai