Submissions
Muthukumar Ganesan

Muthukumar Ganesan

@muthukumarg

AI Research Scientist at Atomic Research Centre, Govt. of India

  • Joined May 2025

AI and Risk Mitigation: Call for Proposals

From Risk to Resilience: Safety Enhancements in Nuclear Reactors with AI

Description Fast breeder reactors are next-generation nuclear reactors that not only generate power but also breed fuel, making them highly efficient and sustainable. It uses liquid metallic sodium as a coolant due to its superior thermal conductivity and neutronic properties. However, sodium’s high reactivity with air and water poses significant safety challenges that impact reactor systems and … more
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  • Submitted
  • 26 May 2025

The Fifth Elephant 2025 Annual Conference

AI for Nuclear Safety: Vision based Reinforcement Learning for the Prevention of Safety Critical Event in Reactor Facilities

Hydrogen explosions are an inherent risk in nuclear reactors due to the unavoidable generation of hydrogen during its operation. From Chernobyl to Fukushima, several major nuclear accidents have been significantly worsened by hydrogen explosion. In sodium-cooled fast breeder reactors, due to the use of sodium as a coolant, hydrogen production is prevalent. The disposal of used radioactive sodium … more
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  • Confirmed & scheduled
  • 29 May 2025
I am submitting for: Speaking at the Fifth Elephant 2025 Annual Conference Type of submission: 30 mins talk Choose the topic your submission falls under: Visual AI track