Publications

Matthew Ho, Xiaosheng Zhao, Benjamin D. Wandelt (2025). Ordered embeddings and intrinsic dimensionalities with information-ordered bottlenecks. Machine Learning: Science and Technology.
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Alan Hsu, Matthew Ho, Joyce Lin, Carleen Markey, Michelle Ntampaka, Hy Trac, Barnabás Póczos (2025). Reconstructing Galaxy Cluster Mass Maps using Score-based Generative Modeling. The Open Journal of Astrophysics.
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Amanda Lue, Shy Genel, Marc Huertas-Company, Francisco Villaescusa-Navarro, Matthew Ho (2025). Cosmology with One Galaxy: Autoencoding the Galaxy Properties Manifold. apj.
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Benjamin J. Ricketts, Daniela Huppenkothen, Matteo Lucchini, Adam Ingram, Guglielmo Mastroserio, Matthew Ho, Benjamin Wandelt (2025). RTFAST-Spectra: emulation of X-ray reverberation mapping for active galactic nuclei. mnras.
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Laura Sommovigo, Rachel K. Cochrane, Rachel S. Somerville, Christopher C. Hayward, Christopher C. Lovell, Tjitske Starkenburg, Gergö Popping, Kartheik Iyer, Austen Gabrielpillai, Matthew Ho, Ulrich P. Steinwandel, Lucia A. Perez (2025). Learning the Universe: physically-motivated priors for dust attenuation curves. arXiv e-prints.
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Matthew T. Scoggins, Matthew Ho, Francisco Villaescusa-Navarro, Drew Jamieson, Ludvig Doeser, Greg L. Bryan (2025). Learning the Universe: $3 h^-1m̊ Gpc$ Tests of a Field Level $N$-body Simulation Emulator. arXiv e-prints.
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Chirag Modi, Shivam Pandey, Matthew Ho, ChangHoon Hahn, Bruno Régaldo-Saint Blancard, Benjamin Wandelt (2025). Sensitivity analysis of simulation-based inference for galaxy clustering. mnras.
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Chirag Modi, Shivam Pandey, Matthew Ho, ChangHoon Hahn, Bruno Régaldo-Saint Blancard, Benjamin Wandelt (2025). Sensitivity analysis of simulation-based inference for galaxy clustering. mnras.
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Matthew T Scoggins, Matthew Ho, Francisco Villaescusa-Navarro, Drew Jamieson, Ludvig Doeser, Greg L Bryan (2025). Learning the Universe: $3$backslash$h^$$-1$$$$$backslash$rm Gpc$$ $ Tests of a Field Level $ N $-body Simulation Emulator. arXiv preprint arXiv:2502.13242.
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Deaglan J. Bartlett, Matthew Ho, Benjamin D. Wandelt (2024). Bye-bye, Local-in-matter-density Bias: The Statistics of the Halo Field Are Poorly Determined by the Local Mass Density. apjl.
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