2025
Towards mechanistic understanding in a data-driven weather model: internal activations reveal interpretable physical features
T MacMillan, NT Ouellette
arxiv [PDF]
Expected correlation in time-series analysis
T MacMillan, JP Hilditch, NT Ouellette
Physical Review E 111 (2), 024121 [PDF]
A model intercomparison study of aerosol-cloud-turbulence interactions in a cloud chamber: 1. Model results
S Chen, SK Krueger, P Dziekan, K Enokido, T MacMillan, D Richter, et al.
Journal of Advances in Modeling Earth Systems 17 (7)
2024
Spectral energy transfer on complex networks: a filtering approach
T MacMillan, NT Ouellette
Scientific Reports 14 (1), 20691
2022
Lagrangian scale decomposition via the graph Fourier transform
T MacMillan, NT Ouellette
Physical Review Fluids 7 (12), 124401
Direct numerical simulation of turbulence and microphysics in the Pi Chamber
T MacMillan, RA Shaw, WH Cantrell, DH Richter
Physical Review Fluids 7 (2), 020501
2021
A Lagrangian Cloud Model for the Study of Marine Fog
DH Richter, T MacMillan, C Wainwright
Boundary-Layer Meteorology, 1-20
The most robust representations of flow trajectories are Lagrangian coherent structures
T MacMillan, DH Richter
Journal of Fluid Mechanics 927, A26
2020
Detection of evolving Lagrangian coherent structures: A multiple object tracking approach
T MacMillan, NT Ouellette, DH Richter
Physical Review Fluids 5 (12), 124401