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ORCIDJames E. Hilton
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- affiliation: CSIRO, Data61, Clayton, Australia
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2020 – today
- 2024
[j15]Shona Elliot-Kerr
, James E. Hilton, Kate Parkins, Ujjwal KC, Carolyn Huston, William Swedosh, Trent D. Penman:
Loss functions for spatial wildfire applications. Environ. Model. Softw. 173: 105944 (2024)- 2023
- [j14]Ujjwal KC, Saurabh Garg, James E. Hilton, Jagannath Aryal:
An adaptive quadtree-based approach for efficient decision making in wildfire risk assessment. Environ. Model. Softw. 160: 105590 (2023) - [j13]Duncan Sutherland, Mahmood A. Rashid, James E. Hilton, Khalid A. M. Moinuddin:
Implementation of spatially-varying wind adjustment factor for wildfire simulations. Environ. Model. Softw. 163: 105660 (2023) - [j12]Ritu Taneja, Luke Wallace, Samuel Hillman, Karin Reinke, James Hilton, Simon D. Jones, Bryan Hally:
Up-Scaling Fuel Hazard Metrics Derived from Terrestrial Laser Scanning Using a Machine Learning Model. Remote. Sens. 15(5): 1273 (2023) - 2022
- [j11]Ujjwal KC, James E. Hilton, Saurabh Garg, Jagannath Aryal:
A probability-based risk metric for operational wildfire risk management. Environ. Model. Softw. 148: 105286 (2022) - [j10]Aakash Chhabra, Christoph Rüdiger, Marta Yebra, Thomas Jagdhuber, James Hilton:
RADAR-Vegetation Structural Perpendicular Index (R-VSPI) for the Quantification of Wildfire Impact and Post-Fire Vegetation Recovery. Remote. Sens. 14(13): 3132 (2022) - [c6]Andrew Bolt, Carolyn Huston, Petra Kuhnert, Joel Janek Dabrowski, James Hilton, Conrad Sanderson:
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models. SPA 2022: 110-115 - [i2]Andrew Bolt, Carolyn Huston, Petra Kuhnert, Joel Janek Dabrowski, James Hilton, Conrad Sanderson:
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models. CoRR abs/2206.08523 (2022) - [i1]Joel Janek Dabrowski, Daniel Edward Pagendam, James Hilton, Conrad Sanderson, Daniel MacKinlay, Carolyn Huston, Andrew Bolt, Petra Kuhnert:
Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires. CoRR abs/2212.00970 (2022) - 2021
- [j9]Ujjwal KC, Jagannath Aryal, Saurabh Garg, James E. Hilton:
Global sensitivity analysis for uncertainty quantification in fire spread models. Environ. Model. Softw. 143: 105110 (2021) - 2020
- [j8]Ujjwal KC, Saurabh Garg, James E. Hilton, Jagannath Aryal:
A cloud-based framework for sensitivity analysis of natural hazard models. Environ. Model. Softw. 134: 104800 (2020) - [j7]Paul W. Cleary, David Thomas, Lachlan Hetherton, Matt Bolger, James E. Hilton, Damien Watkins:
Workspace: A workflow platform for supporting development and deployment of modelling and simulation. Math. Comput. Simul. 175: 25-61 (2020) - [j6]James E. Hilton, Justin Leonard, Raphaele Blanch, Glenn J. Newnham, Kimberley Opie, Anthony Power, Chris J. Rucinski, William Swedosh:
Radiant heat flux modelling for wildfires. Math. Comput. Simul. 175: 62-80 (2020)
2010 – 2019
- 2019
- [j5]James E. Hilton, Stefania Grimaldi, Raymond C. Z. Cohen, Nikhil Garg, Yuan Li, Steve P. Marvanek, Valentijn R. N. Pauwels, Jeffrey P. Walker:
River reconstruction using a conformal mapping method. Environ. Model. Softw. 119: 197-213 (2019) - [c5]Andrea Massetti, Christoph Rüdiger, Marta Yebra, James E. Hilton:
Estimation of Forest Structure with the Vegetation Structure Perpendicular Index (VSPI) for Dynamic Fire Spread Simulations. IGARSS 2019: 6704-6707 - 2018
- [j4]James E. Hilton, Andrew L. Sullivan, William Swedosh, Jason J. Sharples, C. Thomas:
Incorporating convective feedback in wildfire simulations using pyrogenic potential. Environ. Model. Softw. 107: 12-24 (2018) - [j3]Saurabh Garg, Nicholas Forbes-Smith, James E. Hilton, Mahesh Prakash:
SparkCloud: A Cloud-Based Elastic Bushfire Simulation Service. Remote. Sens. 10(1): 74 (2018) - [c4]Andrea Massetti, Christoph Rüdiger, Marta Yebra, James E. Hilton:
The Vegetation Structure Perpendicular Index for Wildfire Severity and Forest Recovery Monitoring. IGARSS 2018: 5929-5932 - 2015
- [j2]James E. Hilton, Claire Miller, Andrew L. Sullivan, Chris J. Rucinski:
Effects of spatial and temporal variation in environmental conditions on simulation of wildfire spread. Environ. Model. Softw. 67: 118-127 (2015) - [c3]Claire Miller, James E. Hilton, Andrew L. Sullivan, Mahesh Prakash:
SPARK - A Bushfire Spread Prediction Tool. ISESS 2015: 262-271 - [c2]Mahesh Prakash, James E. Hilton, Lalitha Ramachandran:
Integrating Hydrodynamic and Hydraulic Modeling for Evaluating Future Flood Mitigation in Urban Environments. ISESS 2015: 282-292 - [c1]James E. Hilton, Claire Miller, Matt Bolger, Lachlan Hetherton, Mahesh Prakash:
An Integrated Workflow Architecture for Natural Hazards, Analytics and Decision Support. ISESS 2015: 333-342 - 2011
- [j1]Richard Beare, Gita Das, Mandy Ren, Winston Chong, Matthew D. Sinnott, James E. Hilton, Velandai Srikanth, Thanh G. Phan:
Does the principle of minimum work apply at the carotid bifurcation: a retrospective cohort study. BMC Medical Imaging 11: 17 (2011)
Coauthor Index
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