This repository aggregates and summarizes academic papers on AI for Science, covering applications in biopharmaceuticals, molecular generation, protein structure prediction, and drug discovery. It serves as a knowledge base for researchers interested in deep learning applications across scientific domains, with content spanning neural networks for GPCR selectivity, GNN-based odor analysis, and unsupervised learning for genomic variant prediction.