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