ReDA LabDepartment of Applied Mathematics and Statistics, ITC

SOTHEA

2 Papers

Publications2

•Machine Learning Methods Applied to the Global Modeling of Event-Driven Pitch Angle Diffusion Coefficients During High Speed Streams •Optimal Initialization Scale for Neural Networks With Locally Quadratic Loss Landscapes: An SGD Dynamics Perspective

LecturerResearch Group Coordinator

HAS SOTHEA

Head of ReDA Lab · ReDA Lab, Department of Applied Mathematics and Statistics, ITC

Expertise

Current research & projects

Selected publications

Machine Learning Methods Applied to the Global Modeling of Event-Driven Pitch Angle Diffusion Coefficients During High Speed Streams2022 · Frontiers in Physics Optimal Initialization Scale for Neural Networks With Locally Quadratic Loss Landscapes: An SGD Dynamics Perspective2026 · IEEE Transactions on Neural Networks and Learning Systems