Image deconvolution for ZTF

Code accompanying "Systematic analysis of jellyfish galaxy candidates in Fornax, Antlia, and Hydra from the S-PLUS survey: a self-supervised visual identification aid"

Centered Kernel Alignment for out-of-distribution generalization of pretrained CNNs from CAMELS

Code implementation accompanying the paper "Convolutional Vision Transformer for Cosmology Parameter Inference"

Code for emulating f(R) modified gravity simulations from ΛCDM simulations using a BicycleGAN

Extreme Value Theory for comparing periodograms: Optimizing future transiting exoplanet surveys

Unsupervised galaxy masking to remove background source detections

Scaled Gradient Projection (SGP) algorithm with beta divergence

Classifying simulated strong lensing images

Circungalactic medium spectra reconstruction using Representation Learning

Offline signature verification using a convolutional siamese network.

GSoC 2021 - Adding event detectors

Using DL (CNNs) and ML (Tree-based methods) on image pixels and other extracted features (eg: FFT) for classification of merger galaxies.