IRIS-HEP Fellow: Chitrakshee Yede



Fellowship dates: Jun – Nov, 2023

Home Institution: Savitribai Phule Pune University


Project: ML based simulation in reduced dimentions

Several examples exist which use generative adversarial networks (GANs) for faster simulation. However, a potential challenge in using them is computing time and the corresponding ML expertise. In this project, we aim to study faster ML-based simulation by using GANs along with dimensionality reduction algorithms on an individual workstation.

More information: My project proposal

Mentors:

  • Sourabh Dube, Arnab Laha (IISER Pune)

Presentations and Publications
Current Status


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