Miles Cranmer

HIFlow: Generating Diverse HI Maps Conditioned on Cosmology using Normalizing Flow

2021 · arXiv (Cornell University)

A wealth of cosmological and astrophysical information is expected from many ongoing and upcoming large-scale surveys. It is crucial to prepare for these surveys now and develop tools that can efficiently extract the maximum amount …

xVal: A Continuous Numerical Tokenization for Scientific Language Models

2023 · arXiv (Cornell University)

Due in part to their discontinuous and discrete default encodings for numbers, Large Language Models (LLMs) have not yet been commonly used to process numerically-dense scientific datasets. Rendering datasets as text, however, could help aggregate …