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1. Accelerating Radiation Damage Simulation Through Machine Learning

   Online Presentations | 21 May 2024 | Contributor(s):: Vinay Gupta, Shrienidhi Gopalakrishnan, Brian Hyun-jong Lee, Alejandro Strachan

   This study explores the challenge of material degradation from radiation exposure, a phenomenon that significantly impacts fields ranging from materials science to nuclear engineering and space exploration. As of today, the primary solution of conventional simulation techniques are...

2. SCALE RH Machine-learning Based Optimization of Materials for Microelectronics

   Online Presentations | 16 May 2024 | Contributor(s):: Shrienidhi Gopalakrishnan, Vinay Gupta, Alejandro Strachan, Brian Hyun-jong Lee

   The purpose of this research is to explore the topic of radiation damage and its effect on material degradation. The effects of radiation damage can be seen in many places, from nuclear systems to space. Current simulation techniques are both expensive and difficult to use. This project aims to...