Research author

Niall Jeffrey

3 AI research papers in the One9Founders library, with summaries and links to original sources.

Papers by Niall Jeffrey

Nov 3, 2026
cs.LG

Macrocanonical Generator Networks: Data-Efficient Neural Surrogates for Amortized Physics Simulation

Niall Jeffrey, Benjamin D. Wandelt

Oct 16, 2026
stat.ML

ENFR: Evidence Networks with Flow-Matched References for Amortized Simulation-Based Model Inference

Kai Lehman, Jameson Dong, Carolina Cuesta-Lazaro, et al.

Oct 16, 2026
stat.ML

Learning without relearning physical symmetry: an SO(3)-equivariant convolutional network (CNN) on the sphere

Joshua Williamson, Niall Jeffrey, Lorne Whiteway

Niall Jeffrey — AI Research Papers | One9Founders