Research Group in 

Stochastics, Spatio-Temporal Statistics and Data Science Applications

The research group is interested in the theory and application of stochastic processes and statistics. The research interests of the group have 3 broad directions:

• Fundamental theoretical topics, in particular, the theory of random fields, limit theorems, stochastic differential equations, long memory processes, multifractional and multifractal processes;

• Applied mathematics topics, in particular, investigations of properties of solutions of SPDEs, sampling and wavelet methods, metrics and similarity measures;

• Statistical and data science applications, particularly, computational statistics, spatial data analysis, approximation methods, anomaly detection, genetic algorithms, prediction and data mining methods, with applications to cosmological, signal processing, financial, environmental, medical and other data.

Group members:

• A/Prof Andriy Olenko (La Trobe University)

• Prof Phil Broadbridge (La Trobe University)

• Prof Antoine Ayache (University of Lille)

• Prof Nikolai Leonenko (Cardiff University)

• Dr Tareq Alodat (UNSW/La Trobe University)

• Dr Volodymyr Vaskovych (Amazon)

• Dr Dmytro Ostapenko (La Trobe University/Monash University)

Postdoctoral researcher

• Dr Illia Donhauser (La Trobe University)

Research students

• Adam Bilchouris

• Maha Alghamdi

• Nemini Yadeesha Samarakoon

• Serhii Kravchenko

• Shahid Khan

Masters students

• Sal Sabila

• Esmaeil Narimissa

Former group members

• Dr Ravindi Nanayakkara

• Dr Dareen Omari

• Dr Huda Alomari

• Dr Ming Li

• Dr Yuguang Wang

• Dr Donato Vicendese

• Daniel Fryer

• Nazmi Amir

• Faraz Fattah Hesari

• Bandar Hamed Alsharari

• Ayad Mohammed Saeed

• Cao Minh Tuan Tran

• Rahul Ahuja

• Safiya Al-Daoudi

• Lettisia George

• Yeshna Bhowon

• Matthew Vicendese

• Lahini Varaprathan

• Sushil Deo Raj

• Huw Cannon

• Megh Shah

• David Adamy

Collaborations

The group has active collaborations with many international and Australian researchers. Some very recent collaborators include:

• Prof Pierluigi Cesana (Kyushu University)

• Prof Vo Anh (QUT, Swinburne University of Technology)

• Prof Hossam Aboel Naga (La Trobe University)

• Prof Myriam Fradon (Université Lille)

• Prof Yuriy Kozachenko (Kyiv University)

• Prof Tibor Pogany (University of Rijeka)

• Prof Anatoliy Malyarenko (Mälardalen University)

• Prof Enzo Orsigher (Sapienza University of Rome)

• Prof Maria D. Ruiz-Medina (University of Granada)

• Prof Vitaliy Tsyganok (Institute of Information Recording Problems, Ukrainian National Academy of Sciences)

• Prof Rita Giuliano (Università di Pisa)

• Prof Andrei Volodin (University of Regina)

• Prof Bircan Erbas (La Trobe University)

• Prof Kainam Thomas Wong (Hong Kong Polytechnic University)