Zobrazeno 1 - 10 of 1 019 pro vyhledávání: '"Hilton, James A."'
1
Report
Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires
Autor: Dabrowski, Joel Janek, Pagendam, Daniel Edward, Hilton, James, Sanderson, Conrad, MacKinlay, Daniel, Huston, Carolyn, Bolt, Andrew, Kuhnert, Petra
We apply the Physics Informed Neural Network (PINN) to the problem of wildfire fire-front modelling. We use the PINN to solve the level-set equation, which is a partial differential equation that models a fire-front through the zero-level-set of a le
Externí odkaz: http://arxiv.org/abs/2212.00970
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2
Report
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models
Autor: Bolt, Andrew, Huston, Carolyn, Kuhnert, Petra, Dabrowski, Joel Janek, Hilton, James, Sanderson, Conrad
Publikováno v: IEEE Conference on Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2022
Computational simulations of wildfire spread typically employ empirical rate-of-spread calculations under various conditions (such as terrain, fuel type, weather). Small perturbations in conditions can often lead to significant changes in fire spread
Externí odkaz: http://arxiv.org/abs/2206.08523
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3
Report
Towards Data Assimilation in Level-Set Wildfire Models Using Bayesian Filtering
Autor: Dabrowski, Joel Janek, Huston, Carolyn, Hilton, James, Mangeon, Stephane, Kuhnert, Petra
The level-set method is a prominent approach to modelling the evolution of a fire over time based on a characterised rate of spread. It however does not provide a direct means for assimilating new data and quantifying uncertainty. Fire front predicti
Externí odkaz: http://arxiv.org/abs/2206.08501
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6
Akademický článek
Loss functions for spatial wildfire applications
Autor: Elliot- Kerr, Shona, Hilton, James, Parkins, Kate, K.C., Ujjwal, Huston, Carolyn, Swedosh, William, Penman, Trent
Publikováno v: In Environmental Modelling and Software February 2024 173
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7
Akademický článek
Evidence for disrupted copper availability in human spinal cord supports CuII(atsm) as a treatment option for sporadic cases of ALS.
Autor: Hilton, James B. W.1 (AUTHOR), Kysenius, Kai1 (AUTHOR), Liddell, Jeffrey R.1 (AUTHOR), Mercer, Stephen W.1 (AUTHOR), Paul, Bence2,3 (AUTHOR), Beckman, Joseph S.4 (AUTHOR), McLean, Catriona A.5 (AUTHOR), White, Anthony R.6 (AUTHOR), Donnelly, Paul S.7 (AUTHOR), Bush, Ashley I.8 (AUTHOR), Hare, Dominic J.9 (AUTHOR), Roberts, Blaine R.10 (AUTHOR), Crouch, Peter J.1 (AUTHOR) pjcrouch@unimelb.edu.au
Publikováno v: Scientific Reports. 3/14/2024, Vol. 14 Issue 1, p1-9. 9p.
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8
Akademický článek
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10
Akademický článek
Microglial ferroptotic stress causes non-cell autonomous neuronal death.
Autor: Liddell, Jeffrey R.1 (AUTHOR) jliddell@unimelb.edu.au, Hilton, James B. W.1 (AUTHOR), Kysenius, Kai1 (AUTHOR), Billings, Jessica L.1 (AUTHOR), Nikseresht, Sara1 (AUTHOR), McInnes, Lachlan E.2 (AUTHOR), Hare, Dominic J.3 (AUTHOR), Paul, Bence4 (AUTHOR), Mercer, Stephen W.1 (AUTHOR), Belaidi, Abdel A.5 (AUTHOR), Ayton, Scott5 (AUTHOR), Roberts, Blaine R.6 (AUTHOR), Beckman, Joseph S.7 (AUTHOR), McLean, Catriona A.8 (AUTHOR), White, Anthony R.9 (AUTHOR), Donnelly, Paul S.2 (AUTHOR), Bush, Ashley I.5 (AUTHOR), Crouch, Peter J.1 (AUTHOR) pjcrouch@unimelb.edu.au
Publikováno v: Molecular Neurodegeneration. 2/5/2024, Vol. 19 Issue 1, p1-21. 21p.
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