One of Australia’s leading research & teaching universities
Vibrant campus life with a strong sense of community & inclusion
Enjoy a career that makes a difference by collaborating & learning from the best
At UNSW, we pride ourselves on being a workplace where the best people come to do their best work.
THIS ROLE IS LOCATED IN SYDNEY, AUSTRALIA.
The Postdoctoral Fellow will undertake research within a five-year Laureate Fellow project funded by the Australian Research Council and UNSW Sydney. The project seeks to advance the analysis of dynamical systems through the development of novel techniques in functional analysis, operator theory, ergodic theory, differential geometry, and/or data science. Specific topics of focus include, but are not limited to, linear response, statistical limit laws, random and nonautonomous dynamical systems, spectral analysis, machine learning, data-driven dynamics, stability/perturbation theory/rigorous numerics.
Possible applications of the new theory include the analysis of spatiotemporal data arising from weather and climate observations/models and from models of social dynamics. Motivating aims include the discovery and analysis of hidden large-scale patterns in data/models, elucidating mechanisms underlying the emergence of these large-scale phenomena and their response to perturbations and devising reliable automatic schemes for predicting this emergence and quantifying their response.
About The Role
Level A - $113K - $121K plus 17% Superannuation and annual leave loading
Fixed term – Approx. 36 months (to June 2029)
Full time (35 hours per week)
Specific Responsibilities For This Role Include
Development of theory that significantly advances the field of dynamical systems, using techniques from areas such as functional analysis, operator theory, ergodic theory, differential geometry, data science, and/or machine learning.
Implement algorithms that efficiently analyse dynamical systems arisi