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

ML4HEP-V4 (In person at TIFR)

from Monday, 29 June 2026 (08:30) to Saturday, 11 July 2026 (23:00)

Monday, 29 June 2026

09:00 Registration
Registration
09:00 - 09:30
Room: AG 66
09:30 Inauguration
Inauguration
09:30 - 10:15
Room: AG 66
Contributions

09:30 Welcome on behalf of NSF and DHEP - Gobinda Majumder (TIFR)

09:45 About the school - Satyaki Bhattacharya (SINP)

10:00 Logistic Information
10:15 Tea break
Tea break
10:15 - 11:30
Room: AG 66
11:30 Statistics - Satyaki Bhattacharya
Statistics
- Satyaki Bhattacharya
11:30 - 13:00
Room: AG 66
13:00 Lunch
Lunch
13:00 - 14:30
Room: AG 66
14:30 Statistics/Tutorial - Satyaki Bhattacharya Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India)
Statistics/Tutorial
- Satyaki Bhattacharya
- Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India)
14:30 - 16:00
Room: AG 66
16:00 Tea break
Tea break
16:00 - 16:30
Room: AG 66
16:30 GNN - Sanmay Ganguly
GNN
- Sanmay Ganguly
16:30 - 18:00
Room: AG 66
18:30 GNN - Sanmay Ganguly
GNN
- Sanmay Ganguly
18:30 - 19:30
Room: AG 66
Tuesday, 30 June 2026
09:30 GNN - Sanmay Ganguly
GNN
- Sanmay Ganguly
09:30 - 11:00
Room: AG 66
11:00 Tea Break
Tea Break
11:00 - 11:30
Room: AG 66

11:30 GNN
GNN
11:30 - 13:00
Room: AG 66

13:00 Lunch
Lunch
13:00 - 14:30
Room: AG 66
14:30 Statistics - Satyaki Bhattacharya
Statistics
- Satyaki Bhattacharya
14:30 - 16:00
Room: AG 66
16:00 Tea Break
Tea Break
16:00 - 16:30
Room: AG 66
16:30 Statistics/Tutorial - Satyaki Bhattacharya Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India)
Statistics/Tutorial
- Satyaki Bhattacharya
- Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India)
16:30 - 18:00
Room: AG 66
18:15 Special Lecture on ML in Astrophysics - Sharavan Hanasoge
Special Lecture on ML in Astrophysics
- Sharavan Hanasoge
18:15 - 18:55
Room: AG 66
Wednesday, 1 July 2026
09:30 GNN - Sanmay Ganguly
GNN
- Sanmay Ganguly
09:30 - 11:00
Room: AG 66
11:00 Tea Break
Tea Break
11:00 - 11:30
Room: AG 66

11:30 Lunch Break
Lunch Break
11:30 - 13:00
Room: AG 66
13:00 GNN - Sanmay Ganguly
GNN
- Sanmay Ganguly
13:00 - 14:30
Room: AG 66
14:30 Statistics - Satyaki Bhattacharya
Statistics
- Satyaki Bhattacharya
14:30 - 16:00
Room: AG 66
16:00 Tea Break
Tea Break
16:00 - 16:30
Room: AG 66
16:30 Statistics/Tutorial - Satyaki Bhattacharya Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India)
Statistics/Tutorial
- Satyaki Bhattacharya
- Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India)
16:30 - 18:00
Room: AG 66
18:15 Special talk on ML in Condensed Matter - Bahadur Singh
Special talk on ML in Condensed Matter
- Bahadur Singh
18:15 - 18:55
Room: AG 66
Thursday, 2 July 2026
09:30 GNN - Sanmay Ganguly
GNN
- Sanmay Ganguly
09:30 - 11:00
Room: AG 66
11:00 Tea break
Tea break
11:00 - 11:30
Room: AG 66
11:30 GNN - Sanmay Ganguly
GNN
- Sanmay Ganguly
11:30 - 13:00
Room: AG 66
13:00 Lunch break
Lunch break
13:00 - 14:30
Room: AG 66
14:30 Statistics - Satyaki Bhattacharya
Statistics
- Satyaki Bhattacharya
14:30 - 16:00
Room: AG 66
16:00 Tea Break
Tea Break
16:00 - 16:30
Room: AG 66
16:30 Statistics Tutorial - Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India) Satyaki Bhattacharya
Statistics Tutorial
- Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India)
- Satyaki Bhattacharya
16:30 - 18:00
Room: AG 66
18:15 Special talk on Concepts and development of ML algorithms (from CS dept) - Piyush Srivastava (TIFR)
Special talk on Concepts and development of ML algorithms (from CS dept)
- Piyush Srivastava (TIFR)
18:15 - 18:55
Room: AG 66
Friday, 3 July 2026
09:30 GNN - Sanmay Ganguly
GNN
- Sanmay Ganguly
09:30 - 11:00
Room: AG 66
11:00 Tea Break
Tea Break
11:00 - 11:30
Room: AG 66
11:30 GNN/Tutorial on IceCube - Sanmay Ganguly Ashish Narayan (TIFR) Ashish Narayan (TIFR)
GNN/Tutorial on IceCube
- Sanmay Ganguly
- Ashish Narayan (TIFR)
- Ashish Narayan (TIFR)
11:30 - 13:00
Room: AG 66
13:00 Lunch
Lunch
13:00 - 14:30
Room: AG 66
14:30 Statistics - Satyaki Bhattacharya
Statistics
- Satyaki Bhattacharya
14:30 - 16:00
Room: AG 66
16:00 Tea Break
Tea Break
16:00 - 16:30
Room: AG 66
16:30 Statistics/Tutorial - Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India) Satyaki Bhattacharya
Statistics/Tutorial
- Sambit Sarkar (Tata Institute of Fundamental Research, Mumbai, India)
- Satyaki Bhattacharya
16:30 - 18:00
Room: AG 66
18:15 Special talk on ML in Biology - Sundar Naganathan
Special talk on ML in Biology
- Sundar Naganathan
18:15 - 18:55
Room: AG 66
Saturday, 4 July 2026
09:30 Generative Models - Liv Helen Vage
Generative Models
- Liv Helen Vage
09:30 - 11:00
Room: AG 66
11:00 Tea Break
Tea Break
11:00 - 11:30
Room: AG 66
11:30 Generative models - Liv Helen Vage
Generative models
- Liv Helen Vage
11:30 - 13:00
Room: AG 66
13:00 Lunch Break
Lunch Break
13:00 - 14:30
Room: AG 66
14:30 Generative Models - Liv Helen Vage
Generative Models
- Liv Helen Vage
14:30 - 16:00
Room: AG 66
16:00 Tea Break
Tea Break
16:00 - 16:30
Room: AG 66
16:30 Generative Models - Liv Helen Vage
Generative Models
- Liv Helen Vage
16:30 - 18:00
Room: AG 66
Sunday, 5 July 2026

09:30 Free day
Free day
09:30 - 09:29
Room: AG 66

Monday, 6 July 2026
09:30 SBI/Normalizing Flow - Jay Sandesara Rafael Coelho Lopes de Sa (University of Massachusetts (US))
SBI/Normalizing Flow
- Jay Sandesara
- Rafael Coelho Lopes de Sa (University of Massachusetts (US))
09:30 - 11:00
Room: AG 66
11:00 Tea Break
Tea Break
11:00 - 11:30
Room: AG 66
11:30 SBI/Normalizing Flow - Jay Sandesara Rafael Coelho Lopes de Sa (University of Massachusetts (US))
SBI/Normalizing Flow
- Jay Sandesara
- Rafael Coelho Lopes de Sa (University of Massachusetts (US))
11:30 - 13:00
Room: AG 66
13:00 Lunch
Lunch
13:00 - 14:30
Room: AG 66
14:30 Generative Models - Liv Helen Vage
Generative Models
- Liv Helen Vage
14:30 - 16:00
Room: AG 66
16:00 Tea Break
Tea Break
16:00 - 16:30
Room: AG 66
16:30 Generative Models - Liv Helen Vage
Generative Models
- Liv Helen Vage
16:30 - 18:00
Room: AG 66
18:30 GNN (PDF fitting) - Sanmay Ganguly
GNN (PDF fitting)
- Sanmay Ganguly
18:30 - 19:30
Room: AG 66
Tuesday, 7 July 2026
09:30 SBI/Normalizing Flows - Jay Sandesara Rafael Coelho Lopes de Sa (University of Massachusetts (US))
SBI/Normalizing Flows
- Jay Sandesara
- Rafael Coelho Lopes de Sa (University of Massachusetts (US))
09:30 - 11:00
Room: AG 66
11:00 Tea Break
Tea Break
11:00 - 11:30
Room: AG 66
11:30 SBI/Normalizing Flows - Rafael Coelho Lopes de Sa (University of Massachusetts (US)) Jay Sandesara
SBI/Normalizing Flows
- Rafael Coelho Lopes de Sa (University of Massachusetts (US))
- Jay Sandesara
11:30 - 13:00
Room: AG 66
13:00 Lunch Break
Lunch Break
13:00 - 14:30
Room: AG 66
14:30 From classifiers to foundation models: Representation learning for jet physics - Cyrin Neeraj (IISER, Thiruvananthapuram)
From classifiers to foundation models: Representation learning for jet physics
- Cyrin Neeraj (IISER, Thiruvananthapuram)
14:30 - 16:00
Room: AG 66
16:00 Tea Break
Tea Break
16:00 - 16:30
Room: AG 66
16:30 Discussion on workshop projects - Akanksha Bhardwaj Liv Helen Vage Rajdeep Chatterjee (TIFR) Rajdeep Chatterjee (Tata Institute of Fundamental Research) Sanmay Ganguly Subhadip Mitra Saranya Ghosh
Discussion on workshop projects
- Akanksha Bhardwaj
- Liv Helen Vage
- Rajdeep Chatterjee (TIFR)
- Rajdeep Chatterjee (Tata Institute of Fundamental Research)
- Sanmay Ganguly
- Subhadip Mitra
- Saranya Ghosh
16:30 - 18:00
Room: AG 66
18:15 Special talk on ML in Chemistry - Amartya Bose
Special talk on ML in Chemistry
- Amartya Bose
18:15 - 18:55
Room: AG 66
Wednesday, 8 July 2026
09:30 SBI/Normalizing Flows - Rafael Coelho Lopes de Sa (University of Massachusetts (US)) Jay Sandesara
SBI/Normalizing Flows
- Rafael Coelho Lopes de Sa (University of Massachusetts (US))
- Jay Sandesara
09:30 - 11:00
Room: AG 66
11:00 Tea Break
Tea Break
11:00 - 11:30
Room: AG 66
11:30 SBI/Normalizing Flows - Jay Sandesara Rafael Coelho Lopes de Sa (University of Massachusetts (US))
SBI/Normalizing Flows
- Jay Sandesara
- Rafael Coelho Lopes de Sa (University of Massachusetts (US))
11:30 - 13:00
Room: AG 66
13:00 Lunch
Lunch
13:00 - 14:30
Room: AG 66
14:30 Differentiable Programing - Soumak Maitra
Differentiable Programing
- Soumak Maitra
14:30 - 16:00
Room: AG 66
16:00 Tea Break
Tea Break
16:00 - 16:30
Room: AG 66
16:30 Differentiable Programing - Soumak Maitra
Differentiable Programing
- Soumak Maitra
16:30 - 18:00
Room: AG 66
18:15 A Random Walk Through Deep Learning and Astronomy - Prof. Ajit Kembhavi
A Random Walk Through Deep Learning and Astronomy
- Prof. Ajit Kembhavi
18:15 - 18:55
Room: AG 66
Thursday, 9 July 2026
09:30 SBI/Normalizing Flows - Jay Sandesara Rafael Coelho Lopes de Sa (University of Massachusetts (US))
SBI/Normalizing Flows
- Jay Sandesara
- Rafael Coelho Lopes de Sa (University of Massachusetts (US))
09:30 - 11:00
Room: AG 66
11:00 Tea Break
Tea Break
11:00 - 11:30
Room: AG 66
11:30 SBI/Normalizing Flows - Rafael Coelho Lopes de Sa (University of Massachusetts (US)) Jay Sandesara
SBI/Normalizing Flows
- Rafael Coelho Lopes de Sa (University of Massachusetts (US))
- Jay Sandesara
11:30 - 13:00
Room: AG 66
13:00 Lunch
Lunch
13:00 - 14:30
Room: AG 66
14:30 Differentiable Programing - Soumak Maitra
Differentiable Programing
- Soumak Maitra
14:30 - 16:00
Room: AG 66
16:00 Tea Break
Tea Break
16:00 - 16:30
Room: AG 66
16:30 Differentiable Programing - Soumak Maitra
Differentiable Programing
- Soumak Maitra
16:30 - 18:00
Room: AG 66
Friday, 10 July 2026

09:30 Workshop
Workshop
09:30 - 21:30
Room: AG 66
Saturday, 11 July 2026

09:30 Workshop
Workshop
09:30 - 13:00
Room: AG 66

13:30 Group 1
Group 1
13:30 - 13:50
Room: AG 66

13:50 Group 2
Group 2
13:50 - 14:10
Room: AG 66

14:10 Group 3
Group 3
14:10 - 14:30
Room: AG 66

14:30 Group 4
Group 4
14:30 - 14:50
Room: AG 66

14:50 Group 5
Group 5
14:50 - 15:10
Room: AG 66

15:10 Group 6
Group 6
15:10 - 15:30
Room: AG 66

15:30 Group 7
Group 7
15:30 - 15:50
Room: AG 66

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