Ir. N. Lin
Ir. N. Lin
Profile
Biography
I am a PhD candidate supervised by Dr. P. P. Vergara Barrios in IEPG Group at Delft University of Technology (TU Delft), the Netherlands. In Aug. 2022, I received my M. Sc. Degree in Electrical Engineering also from TU Delft, in the Signal Processing Systems (formerly known as Circuits and Systems) Group under the supervision of dr. ir. Justin Dauwels and dr. Hadi Jamali-Rad.My research interests are in machine learning from a statistical or probabilistic perspective. More specifically, I am interested in Bayesian learning, copula models, deep generative models, transfer learning, and machine learning with graphs. Currently, I am focusing on applications in power and heating systems.
Expertise
Publications
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2024
PowerFlowNet
Power flow approximation using message passing Graph Neural Networks
Nan Lin / Stavros Orfanoudakis / Nathan Ordonez Cardenas / Juan S. Giraldo / Pedro P. Vergara
Ancillary activities
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2023-05-15 - 2025-05-15