Improving Solar Cell Metallization Designs using Convolutional Neural Networks

1 code implementation • 8 Apr 2021 • Sumit Bhattacharya, Devanshu Arya, Debjani Bhowmick, Rajat Mani Thomas, Deepak Kumar Gupta

Recently, it has been shown that Topology Optimization (TO) can be used to design complex metallization patterns for solar cells that lead to improved performance.

Applying Knowledge Transfer for Water Body Segmentation in Peru

no code implementations • 2 Dec 2019 • Jessenia Gonzalez, Debjani Bhowmick, Cesar Beltran, Kris Sankaran, Yoshua Bengio

In this work, we present the application of convolutional neural networks for segmenting water bodies in satellite images.

Transfer Learning