Deep Convolutional Learning CMB Delensing

Summary: I led a project that trained a deep convolutional network (ResUNet arch.) to learn an image-to-image mapping to delens Cosmic Microwave Background (CMB) images. I built custom ResUNet architecture in PyTorch and evaluated it against a pre-trained model. We used CircleCI to automate CI/CD in GitHub.