Workshop on Applications of Artificial Intelligence and Machine Learning

Thursday 10 Nov 2022, 00:00 → 18:15 Asia/Kolkata

Gargi Seminar Hall, Lecture Hall Complex

Neelkamal Mallick (Indian Institute of Technology Indore), Raghunath Sahoo (Indian Institute of Technology Indore (IN)), Suman Deb (Indian Institute of Technology Indore (IN))

Recently, there have been a lot of developments related to Artificial Intelligence (AI) and Machine Learning (ML) in various areas of science and technology. To foster cross-talk between subject areas and develop new project proposals, a two days workshop at IIT Indore is planned, where faculty members and Postdocs/PhD/Masters/BTech(project) students can make presentations on their recent works using AI/ML. New developments in AI/ML can also be discussed in this workshop. This will enable us to make collaborations across the departments while exploring new directions of research.

10:00 → 10:15 Inaugural Programme

10:00 → 10:05 Welcome Address

Speaker: Prof. Raghunath Sahoo (Indian Institute of Technology Indore (IN))

10:05 → 10:15 Inaugural Address

Speaker: Prof. Suhas S. Joshi (Director, Indian Institute of Technology Indore (IN))

10:15 → 17:15 Academic Session

10:15 → 13:00 Session-I

Convener: Prof. Abhirup Datta (DAASE, IIT Indore)

10:15 Precision Cosmology via Machine Learning

Speaker: Dr Suman Majumdar

11:00 Tea/Coffee Break

11:15 Quantum Machine Learning for High Energy Physics

Speaker: Hasan Mustafa

11:35 Prediction for impact parameter and transverse spherocity in heavy-ion collisions at the LHC

Speaker: Neelkamal Mallick

Neelkamal_MLworkshopIITIndore.pdf

11:55 A deep neural network based estimator for elliptic flow in heavy-ion collisions

Speaker: Suraj Prasad

suraj-iiti.pdf

12:15 Polarisability of Metal clusters using Artificial Neural Network

Speaker: Prerna Pahwa

12:35 Discussion Session

13:00 → 14:30 Lunch Break

14:30 → 15:55 Session-II

Convener: Dr Niraj Kumar Shukla (Mathematics, IIT Indore)

14:30 Application of AI/ML in beyond 5G Communications

Speaker: Prof. Vimal Bhatia

15:15 Explainable AI in Space Weather Predictions

Speaker: Hemapriya Raju

ML_workshop_IIT Indore (2).pdf

15:35 Design, Implementation and Benchmarking of mixed-signal modulation classification using Deep Learning & Zynq UltraScale+ MPSoC

Speaker: Subhasri Chavakula

15:55 → 16:15 Tea/Coffee Break

16:15 → 17:15 Session-III

Convener: Dr Vivek Kanhangad (Electrical Engineering, IIT Indore)

16:15 Human Search and Rescue Mission using AI assisted UAV

Speaker: Kumar Sheshank Shekhar

16:35 Ionosphere estimation and Space Weather prediction using Machine Learning

Speaker: Mohit Jagne

16:55 Weakly Supervised Crowd Counting with Improved Generalizability using Vision Transformer

Speaker: Siddharth Singh Savner

17:15 → 17:45 Discussion and Closing Session

Convener: Prof. Raghunath Sahoo (Indian Institute of Technology Indore (IN))