From Dark Matter to Galaxies with Convolutional Neural Networks. - Jacky H. T. Yip; Xinyue Zhang; Yanfang Wang; Wei Zhang; Yueqiu Sun; Gabriella Contardo; Francisco Villaescusa-Navarro; Siyu He; Shy Genel; Shirley Ho (CoRR, 2019)

Learning from Topology: Cosmological Parameter Estimation from the Large-scale Structure. - Jacky H. T. Yip; Adam Rouhiainen; Gary Shiu (CoRR, 2023)

Cosmology with Persistent Homology: Parameter Inference via Machine Learning. - Juan X. E. A. Calles; Jacky H. T. Yip; Gabriella Contardo; Jorge Noreña; Adam Rouhiainen; Gary Shiu (CoRR, 2024)

Transforming Calabi-Yau Constructions: Generating New Calabi-Yau Manifolds with Transformers. - Jacky H. T. Yip; Charles Arnal; François Charton; Gary Shiu (CoRR, 2025)