| Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems D MacKinlay, R Tsuchida, D Pagendam, P Kuhnert arXiv preprint arXiv:2402.08193, 2024 | | 2024 |
| Resolving ethics trade-offs in implementing responsible AI C Sanderson, E Schleiger, D Douglas, P Kuhnert, Q Lu arXiv preprint arXiv:2401.08103, 2024 | 3 | 2024 |
| Refining fine sediment source identification through integration of spatial modelling, concentration monitoring and source tracing: A case study in the Great Barrier Reef … Z Bainbridge, J Olley, S Wilkinson, R Bartley, S Lewis, C Dougall, S Khan, ... Science of the Total Environment 892, 164731, 2023 | 5 | 2023 |
| A framework for modelling spatio-temporal trends in crop production using generalised additive models MJ Wellington, R Lawes, P Kuhnert Computers and Electronics in Agriculture 212, 108111, 2023 | 1 | 2023 |
| Decoupling crop production from water consumption at some irrigation schemes in southern Africa M Wellington, P Kuhnert, R Lawes, L Renzullo, J Pittock, P Ramshaw, ... Agricultural Water Management 284, 108358, 2023 | 3 | 2023 |
| Rapid monitoring of cropland primary productivity and shipping activity in Ukraine M Wellington, P Kuhnert, R Lawes Plos one 18 (6), e0286637, 2023 | | 2023 |
| Bayesian physics informed neural networks for data assimilation and spatio-temporal modelling of wildfires JJ Dabrowski, DE Pagendam, J Hilton, C Sanderson, D MacKinlay, ... Spatial Statistics 55, 100746, 2023 | 9 | 2023 |
| Air ambulance retrievals of patients with suspected appendicitis and acute abdominal pain: The patients’ journeys, referral pathways and appendectomy outcomes using linked data … KH Edwards, MT Edwards, RC Franklin, S Khanna, PM Kuhnert, R Jones Australasian Emergency Care 26 (1), 13-23, 2023 | | 2023 |
| Using a quality framework to explore air ambulance patients’ journey outcomes in Central Queensland, Australia KH Edwards, RC Franklin, R Jones, PM Kuhnert, S Khanna Prehospital and Disaster Medicine 38 (1), 57-64, 2023 | 1 | 2023 |
| A neural emulator for uncertainty estimation of fire propagation A Bolt, C Sanderson, JJ Dabrowski, C Huston, P Kuhnert Procedia Computer Science 222, 367-376, 2023 | 1 | 2023 |
| Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires J Janek Dabrowski, DE Pagendam, J Hilton, C Sanderson, D MacKinlay, ... arXiv e-prints, arXiv: 2212.00970, 2022 | | 2022 |
| A spatio-temporal neural network forecasting approach for emulation of firefront models A Bolt, C Huston, P Kuhnert, JJ Dabrowski, J Hilton, C Sanderson 2022 Signal Processing: Algorithms, Architectures, Arrangements, and …, 2022 | 7 | 2022 |
| Rapid monitoring of crop growth, grain exports, and fire patterns in Ukraine M Wellington, R Lawes, P Kuhnert | | 2022 |
| Sampling re-design increases power to detect change in the Great Barrier Reef’s inshore water quality LR Lloyd-Jones, PM Kuhnert, E Lawrence, SE Lewis, J Waterhouse, ... Plos one 17 (7), e0271930, 2022 | 1 | 2022 |
| Smallset Timelines: A Visual Representation of Data Preprocessing Decisions LR Lucchesi, PM Kuhnert, JL Davis, L Xie Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 2 | 2022 |
| Towards data assimilation in level-set wildfire models using Bayesian filtering JJ Dabrowski, C Huston, J Hilton, S Mangeon, P Kuhnert arXiv preprint arXiv:2206.08501, 2022 | 5 | 2022 |
| Towards Data Assimilation in Level-Set Wildfire Models Using Bayesian Filtering J Janek Dabrowski, C Huston, J Hilton, S Mangeon, P Kuhnert arXiv e-prints, arXiv: 2206.08501, 2022 | | 2022 |
| An emulation framework for fire front spread A Bolt, JJ Dabrowski, C Huston, P Kuhnert arXiv preprint arXiv:2203.12160, 2022 | 2 | 2022 |
| Modelling within-season variation in light use efficiency enhances productivity estimates for cropland MJ Wellington, P Kuhnert, LJ Renzullo, R Lawes Remote Sensing 14 (6), 1495, 2022 | 10 | 2022 |
| Creating trusted extensions to existing software tools in bushfire consequence estimation C Huston, J Davis, P Kuhnert, A Bolt ISCRAM Asia Pacific, 2022 | 1 | 2022 |
Tara G. MartinProfessor & Liber Ero Chair in Conservation, University of British ColumbiaVerified email at ubc.ca
