Importance sampling variance reduction for the Fokker-Planck rarefied gas particle method. - Benjamin S. Collyer; Colm Connaughton; Duncan A. Lockerby (J. Comput. Phys., 2016)

Estimating Baseline Travel Times for the UK Strategic Road Network. - Alvaro Cabrejas Egea; Peter De-Ford; Colm Connaughton (ITSC, 2018)

Large Scale Performance Assessment of the Lighthill-Whitham-Richards Model on a Smart Motorway. - Kieran Kalair; Colm Connaughton (ITSC, 2018)

Empirical analysis of the variability in the flow-density relationship for smart motorways. - Kieran Kalair; Colm Connaughton (CoRR, 2019)

A machine learning approach to predicting dynamical observables from network structure. - Francisco Aparecido Rodrigues; Thomas K. D. M. Peron; Colm Connaughton; Jürgen Kurths; Yamir Moreno (CoRR, 2019)

Discovering Causal Factors of Drought in Ethiopia. - Mohammad Noorbakhsh; Colm Connaughton; Francisco Aparecido Rodrigues (CI, 2020)

Wavelet Augmented Regression Profiling (WARP): improved long-term estimation of travel time series with recurrent congestion. - Alvaro Cabrejas Egea; Colm Connaughton (ITSC, 2020)

Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations. - Alvaro Cabrejas Egea; Shaun Howell; Maksis Knutins; Colm Connaughton (SMC, 2020)

Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations. - Alvaro Cabrejas Egea; Colm Connaughton (ITSC, 2021)

Forecasting new diseases in low-data settings using transfer learning. - Kirstin Roster; Colm Connaughton; Francisco Aparecido Rodrigues (CoRR, 2022)

Distinguishing Risk Preferences using Repeated Gambles. - James Price; Colm Connaughton (CoRR, 2023)

Machine learning-based prediction of Q-voter model in complex networks. - Aruane M. Pineda; Paul Kent; Colm Connaughton; Francisco Aparecido Rodrigues (CoRR, 2023)

Non-ergodicity in reinforcement learning: robustness via ergodicity transformations. - Dominik Baumann; Erfaun Noorani; James Price; Ole Peters; Colm Connaughton; Thomas B. Schön (CoRR, 2023)

Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations. - Dominik Baumann; Erfaun Noorani; James Price; Ole Peters; Colm Connaughton; Thomas B. Schön (Trans. Mach. Learn. Res., 2025)