Dr Sudarshan Paramesvaran
MPhys(Warw.), PhD(London)
Current positions
Associate Professor in Physics
School of Physics
Contact
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Projects and supervisions
Research projects
A framework to accelerate machine-learning algorithm development for new PCIe cards
Principal Investigator
Managing organisational unit
School of PhysicsDates
01/11/2023 to 31/10/2026
New Machine Learning Architectures For Fast Data Selection: STFC ST/X005089/1
Principal Investigator
Managing organisational unit
School of PhysicsDates
01/11/2022 to 31/03/2023
Applying fast machine learning to medical imaging
Principal Investigator
Description
This project will explore the translation of machine learning algorithms developed on FPGAs/GPUs/CPUs for particle physics data selection to the field of medical imaging. It will explore how real-time analysis…Managing organisational unit
Dates
01/09/2022 to 31/08/2023
Thesis supervisions
Publications
Recent publications
04/01/2022Design, construction and operation of the ProtoDUNE-SP Liquid Argon TPC
Journal of Instrumentation
Low exposure long-baseline neutrino oscillation sensitivity of the DUNE experiment
Phys. Rev. D
Scintillation light detection in the 6-m drift-length ProtoDUNE Dual Phase liquid argon TPC
European Physical Journal C: Particles and Fields
Separation of track- and shower-like energy deposits in ProtoDUNE-SP using a convolutional neural network
European Physical Journal C: Particles and Fields
Searching for solar KDAR with DUNE
Journal of Cosmology and Astroparticle Physics