no code implementations • 26 May 2022 • Sam Yang, Bjorn Vaagensmith, Deepika Patra, Ryan Hruska, Tyler Phillips
We propose a multi-fidelity neural network (MFNN) tailored for rapid high-dimensional grid power flow simulations and contingency analysis with scarce high-fidelity contingency data.
no code implementations • 4 Apr 2022 • Peter Washington, Aayush Nandkeolyar, Sam Yang
The task of developing a machine learning (ML) model for a particular problem is inherently open-ended, and there is an unbounded set of possible solutions.
no code implementations • 25 May 2021 • Jingwen Fu, Xiaoyi Zhang, Yuwang Wang, Wenjun Zeng, Sam Yang, Grayson Hilliard
A dataset, RICO-PW, of screenshots with Pixel-Words annotations is built based on the public RICO dataset, which will be released to help to address the lack of high-quality training data in this area.