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Dr Mu Niu

Lecturer in Mathematical Sciences

School of Computing, Electronics and Mathematics (Faculty of Science and Engineering)

Research interests

Stochastic process, Nonparametric Bayesian statistics, Gaussian process, nonparametric model on manifold

Key publications are highlighted

Wandy J, Niu M, Giurghita D, Daly R, Rogers S & Husmeier D 2018 'ShinyKGode: an interactive application for ODE parameter inference using gradient matching' Bioinformatics 34, (13) 2314-2315 , DOI
Niu M, Macdonald B, Rogers S, Filippone M & Husmeier D 2017 'Statistical inference in mechanistic models: time warping for improved gradient matching' Computational Statistics 33, (2) 1091-1123 , DOI
Macdonald B, Niu M, Rogers S, Filippone M & Husmeier D 2016 'Approximate parameter inference in systems biology using gradient matching: a comparative evaluation' BioMedical Engineering OnLine 15, (S1) , DOI
Niu M, Blackwell PG & Skarin A 2016 'Modeling interdependent animal movement in continuous time' Biometrics 72, (2) 315-324 , DOI
Blackwell PG, Niu M, Lambert MS & LaPoint SD 2015 'Exact Bayesian inference for animal movement in continuous time' Methods in Ecology and Evolution 7, (2) 184-195 , DOI
Wang P, Liu W, Chen J, Niu M & Yang W 2015 'A High-Order Imaging Algorithm for High-Resolution Spaceborne SAR Based on a Modified Equivalent Squint Range Model' IEEE Transactions on Geoscience and Remote Sensing 53, (3) 1225-1235 , DOI
Langrock R, Hopcraft JGC, Blackwell PG, Goodall V, King R, Niu M, Patterson TA, Pedersen MW, Skarin A 2014 'Modelling group dynamic animal movement' Methods in Ecology and Evolution 5, (2) 190-199 , DOI
Reimer PJ, Bard E, Bayliss A, Beck JW, Blackwell PG, Ramsey CB, Buck CE, Cheng H, Edwards RL 2013 'IntCal13 and Marine13 Radiocarbon Age Calibration Curves 0–50,000 Years cal BP' Radiocarbon 55, (4) 1869-1887 , DOI
Hogg AG, Hua Q, Blackwell PG, Niu M, Buck CE, Guilderson TP, Heaton TJ, Palmer JG, Reimer PJ 2013 'SHCal13 Southern Hemisphere Calibration, 0–50,000 Years cal BP' Radiocarbon 55, (4) 1889-1903 , DOI
Niu M, Heaton TJ, Blackwell PG & Buck CE 2013 'The Bayesian Approach to Radiocarbon Calibration Curve Estimation: The IntCal13, Marine13, and SHCal13 Methodologies' Radiocarbon 55, (4) 1905-1922 , DOI
Conference Papers
Niu M 0 'Fast Parameter Inference in Nonlinear Dynamical Systems using Iterative Gradient Matching' 33rd International Conference on Machine Learning