Extremal learning: extremizing the output of a neural network in regression problems. - Zakaria Patel; Markus Rummel (CoRR, 2021)

Unsupervised Learning of Rydberg Atom Array Phase Diagram with Siamese Neural Networks. - Zakaria Patel; Ejaaz Merali; Sebastian Johann Wetzel (CoRR, 2022)

Closed-Form Interpretation of Neural Network Latent Spaces with Symbolic Gradients. - Zakaria Patel; Sebastian Johann Wetzel (CoRR, 2024)

Enhancing Image Layout Control with Loss-Guided Diffusion Models. - Zakaria Patel; Kirill Serkh (WACV, 2025)