Nathan Simpson

According to our database, Nathan Simpson authored at least 3 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

FastNet: Improving the physical consistency of machine-learning weather prediction models through loss function design.

Tom Dunstan, Oliver Strickson, Thusal Bennett, Jack Bowyer, Matthew Burnand, James Chappell, Alejandro Coca-Castro, Kirstine Ida Dale, Eric G. Daub, Noushin Eftekhari, Manvendra Janmaijaya, Jon Lillis, David Salvador Jasin, Nathan Simpson, Ryan Sze-Yin Chan, Mohamad Elmasri, Lydia Allegranza France, Sam Madge, Levan Bokeria, Hannah Brown, Tom Dodds, Anna-Louise Ellis, David Llewellyn-Jones, Theo McCaie, Sophia Moreton, Tom Potter, James Robinson, Adam A. Scaife, Iain Stenson, David Walters, Karina Bett-Williams, Louisa van Zeeland, Peter Yatsyshin, J. Scott Hosking

CoRR, September, 2025

2023

Data Analysis in High-Energy Physics as a Differentiable Program.

Nathan Simpson

PhD thesis, 2023

2022

neos: End-to-End-Optimised Summary Statistics for High Energy Physics.

Nathan Simpson, Lukas Heinrich

CoRR, 2022