Prof. Brad Choi is recipient of 2025 Young Scientist Award of KSME Reliability Division for his talk entitled “EV-PINN: Electric Vehicle Battery Surrogate Model using Transformer-Based Physics Informed Neural Network “ at the Korean Society of Mechanical Engineers (KSME) for Reliability 2025 Conference held in April 9-11, 2025 in Gyeongju, South Korea.