Publications

Preprints:

• Nicholas Daultry Ball, Jonathan MacArt and Justin Sirignano; Online Optimisation of Machine Learning Collision Models to Accelerate Direct Molecular Simulation of Rarefied Gas Flows; arxiv

Conference papers:

• Ilan Price, Nicholas Daultry Ball, Adam C. Jones, Samuel C.H. Lam and Jared Tanner; Deep Neural Network Initialization with Sparsity Inducing Activations; International Conference on Learning Representations (ICLR), May 2024.; arxiv, openreview
• Nicholas Daultry Ball, Marco Panesi, Jonathan F. MacArt and Justin Sirignano; Adjoint Optimization of the BGK Equation with an Embedded Neural Network for Reduced-Order Modeling of Hypersonic Flows; AIAA Scitech Forum, January 2024; doi