Publications

This is home for my research publications, each linked with
accompanying preprints, posters, and/or news pieces.

Tractable large-scale deep reinforcement learning

This work presents a reinforcement learning framework for road extraction from satellite images, offering reduced computational costs and improved stability through novel techniques and self-supervised loss

Reinforcement Learning

Computer Vision

Sattelite Imagery

Nima Sarang, Charalambos Poullis

Protein design using native secondary sub-structures and solvent accessibility

Advancing protein design through an improved genetic algorithm. This work builds on GAPSSIF, adding solvent accessibility to enhance sequence space exploration

Research

Protein Design

Genetic Algorithm

Solvent Accessibility

Fatemeh Zare-Mirakabad, Marziyeh Movahedi, Nima Sarang, S. Shahriar Arab