David Warne
David Warne
Lecturer in Statistical Data Science, Queensland University of Technology
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Zitiert von
Zitiert von
Simulation and inference algorithms for stochastic biochemical reaction networks: from basic concepts to state-of-the-art
DJ Warne, RE Baker, MJ Simpson
Journal of the Royal Society Interface 16 (151), 20180943, 2019
Identifiability analysis for stochastic differential equation models in systems biology
AP Browning, DJ Warne, K Burrage, RE Baker, MJ Simpson
Journal of the Royal Society Interface 17 (173), 20200652, 2020
CAD/CAM-assisted breast reconstruction
F Melchels, PS Wiggenhauser, D Warne, M Barry, FR Ong, WS Chong, ...
Biofabrication 3 (3), 034114, 2011
Using experimental data and information criteria to guide model selection for reaction–diffusion problems in mathematical biology
DJ Warne, RE Baker, MJ Simpson
Bulletin of Mathematical Biology 81 (6), 1760-1804, 2019
Utility of genetic algorithms for solving large-scale construction time-cost trade-off problems
D Agdas, DJ Warne, J Osio-Norgaard, FJ Masters
Journal of Computing in Civil Engineering 32 (1), 04017072, 2018
Parameter identifiability and model selection for sigmoid population growth models
MJ Simpson, AP Browning, DJ Warne, OJ Maclaren, RE Baker
Journal of theoretical biology 535, 110998, 2022
Multilevel rejection sampling for approximate Bayesian computation
DJ Warne, RE Baker, MJ Simpson
Computational Statistics & Data Analysis 124, 71-86, 2018
Optimal quantification of contact inhibition in cell populations
DJ Warne, RE Baker, MJ Simpson
Biophysical Journal 113 (9), 1920-1924, 2017
A practical guide to pseudo-marginal methods for computational inference in systems biology
DJ Warne, RE Baker, MJ Simpson
Journal of theoretical biology 496, 110255, 2020
Comparison of high level FPGA hardware design for solving tri-diagonal linear systems
DJ Warne, NA Kelson, RF Hayward
Procedia Computer Science 29, 95-101, 2014
Hindsight is 2020 vision: a characterisation of the global response to the COVID-19 pandemic
DJ Warne, A Ebert, C Drovandi, W Hu, A Mira, K Mengersen
BMC public health 20, 1-14, 2020
Rapid Bayesian inference for expensive stochastic models
DJ Warne, RE Baker, MJ Simpson
Journal of Computational and Graphical Statistics, 2021
Computationally efficient framework for diagnosing, understanding and predicting biphasic population growth
RJ Murphy, OJ Maclaren, AR Calabrese, PB Thomas, DJ Warne, ...
Journal of the Royal Society Interface 19 (197), 20220560, 2022
Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes
DJ Warne, TP Prescott, RE Baker, MJ Simpson
Journal of Computational Physics 469, 111543, 2022
Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference
RP Kelly, DJ Nott, DT Frazier, DJ Warne, C Drovandi
Transactions on Machine Learning Research, 2024
Solving tri-diagonal linear systems using field programmable gate arrays
D Warne, N Kelson, R Hayward
Proceedings of the 4th International Conference on Computational Methods, 1-8, 2012
Vector operations for accelerating expensive Bayesian computations–a tutorial guide
DJ Warne, SA Sisson, C Drovandi
Bayesian Analysis 17 (2), 593-622, 2022
Identification of two‐phase recovery for interpretation of coral reef monitoring data
DJ Warne, KA Crossman, W Jin, K Mengersen, K Osborne, MJ Simpson, ...
Journal of Applied Ecology, 2021
Image-based flow visualisation (IBFV) to enhance interpretation of complex flow patterns within a shallow tidal barrier estuary
DJ Warne, G Larsen, J Young, ME Cox
Environmental modelling & software 47, 64-73, 2013
Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization
T Balasubramaniam, DJ Warne, R Nayak, K Mengersen
International Journal of Data Science and Analytics 15 (3), 267-280, 2023
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