PŪTAHI RANGAHAU/AUT RESEARCH CENTRE

Our people

Our team consists of researchers who contribute their expertise to deliver innovative and practical solutions for a wide range of applications within mathematical modelling and analytics.

Nuttanan Wichitaksorn

Nuttanan Wichitaksorn

Director

Bayesian econometrics and statistics with applications in economics and finance.

Academic profile

Victor Miranda

Victor Miranda

Deputy Director

Generalised regression for time series with VGLMs/VGAMs and computational statistics.

Academic profile

Jiling Cao

Jiling Cao

Member

Financial modelling and analytics, mathematical analysis, mathematical economics.

Academic profile

Catherine Hassell Sweatman

Catherine Hassell Sweatman

Member

Mathematical modelling in health and biology, in particular, the modelling of type 2 diabetes linked to diet.

Academic profile

Patricio Maturana-Russel

Patricio Maturana-Russel

Member

Data analysis, Bayesian statistics, Bayesian model selection, gravitational wave data analysis, Bayesian power spectral density estimation.

Academic profile

Wenjun Zhang

Wenjun Zhang

Member

Modelling and data analysis in financial mathematics, development and application of quantitative techniques, stochastic processes, statistical analysis, machine learning.

Academic profile

Shu Su

Shu Su

Member

Mathematical modelling and analytics, deep learning with applications in finance.

Academic profile

Ryan Ip

Ryan Ip

Member

Spatio-temporal statistics, applied statistics, stochastic modelling, decision forests.

Academic profile

Hammed Fatoyinbo

Hammed Fatoyinbo

Member

Mathematical physiology, mathematical and statistical modelling of infectious diseases.

Academic profile

Yiming Ma

Yiming Ma

Member

Mathematical and statistical modelling with applications in Geophysics, change-points detection in time series, seismic data processing, inverse problems.

Academic profile

Parul Tiwari

Parul Tiwari

Member

Stochastic modelling and computation, data analytics, machine learning and AI.

Academic profile

Matthew Pawley

Matthew Pawley

Member

Analysis of ecological data with emphasis on multivariate methods.

Kerri Spooner

Kerri Spooner

Member

Mathematical modelling and applied mathematics education.

Academic profile

Sergei Gulyaev

Sergei Gulyaev

Member

Science data analysis, astrophysics, radio astronomy, quantum physics, geoscience.

Academic profile

Research affiliates

  • Professor Jeffrey Hunter, Professor Emeritus of Mathematical Sciences, Member RSNZ, Fellow NZM (stochastic modelling and applied probability).
  • Professor Graeme Wake, Adjunct Professor of Industrial Mathematics, Fellow RSNZ, Fellow NZMS (research and consultant to industry in the development and application of mathematical systems science).
  • Professor William Wong. Human-computer interaction, cognitive engineering, and interaction design of user interfaces.
  • Associate Professor Boris Bacic. AI, video and image processing, data analytics and human activity recognition.
  • Associate Professor Andrew Ensor. High performance computing.
  • Associate Professor Xuejun (Jack) Li, Programme Director Bachelor of Engineering (Honours) (wireless networking and communications, radio frequency integrated circuits, digital signal processing, system optimisation, evolutionary computing, machine learning).
  • Associate Professor Nurul Sarker. Network design, modelling, and performance evaluation.
  • Associate Professor Wei Qi Yan. Deep learning, intelligent surveillance, computer vision, multimedia computing.
  • Dr Mahsa Mohaghegh, Director of Women in Technology and Senior Lecturer (artificial intelligence subject matter expert, advocate for diversity in tech).
  • Kenneth Johnson, Senior Lecturer (formal methods, probabilistic verification, self-adaptive systems, model checking, algebraic specifications).
  • Kerri Spooner, Senior Lecturer (tertiary and secondary mathematical modelling education, mathematics education).
  • Shoba Tegginmath, Senior Lecturer (natural language processing for knowledge discovery).

Master's degree students

  • Swanand Karandikar
    Adapative controller for a dynamic system using MATLAB and interfacing with RPi.
    (Master of Engineering)
  • Siwon Lee
    Industrial controller tuning with a touch enabled mobile.
    (Master of Engineering)
  • Eric Nand
    A study of identification of dynamic systems at fast sampling to minimise quantification errors.
    (Master of Engineering)

Doctoral students

  • Sahar Barmomanesh
    Potential discrimination or unfairness associated with the process of developing predictive risk models in the child welfare context.
  • Fraser Borrett
    Fault tolerant robotic controllers with evolutionary algorithms.
  • Tanvi Chandel
    Impact of blood pressure measurement error on cvd risk prediction and management.
  • Dimtrii Erkin
    Optimal strategies for semi-periodic scheduling of urban rubbish pickups.
  • Sheng Gong
    Optimal trading strategies in derivatives under (rough) stochastic environment.
  • Saveeta Haresh
    Spiking neural network applications on FPGA hardware.
  • Gaurav Kapoor
    Analysis of New Zealand electricity financial derivatives and risk management strategy.
  • Rewat Khanthaporn
    Analytic methods in finance with applications to portfolio and risk management.
  • Xi Li
    Pricing exotic options under fractional stochastic environment
  • Siqi (Vicky) Liu
    Vector generalised linear mixed models with an implementation in R.
  • Wenqiang Liu
    Valuation and prediction of financial options via deep learning approaches.
  • Dalin Marakkadath
    Piezoelectric micro-energy harvester integrated with CMOS energy extraction circuits.
  • Stephen Pan
    Overhead powerline recognition using image processing and deep learning.
  • Bishwash Paudel
    On-chip terahertz antenna design for next-generation wireless communications.
  • Faqiang Zhang
  • Weijan Zhu
    Analog CMOS design of deep machine learning.

Alumni

PhD alumni

Master's degree alumni