Contact

Email

jmanton@unimelb.edu.au

Credentials

Position
Future Generation Professor
Department of Electrical and Electronic Engineering
Education
PhD
University of Melbourne
Bachelors Degree
University of Melbourne
Bachelors Degree
University of Melbourne
ORCID

0000-0002-2441-588X

Prof Jonathan Manton

Future Generation Professor
Department of Electrical and Electronic Engineering
288 Scholarly works
21 Projects

HIGHLIGHTS

  • 2023

    Research grants (ARC, NHMRC, MRFF)

    Overcoming Nonlinearity in Short-Reach Optical Communication
  • 2023

    Research contracts (non-grants)

    Beyond the Black Box: Developing Physically Informed ML Architectures for Accelerating Particle-Based Models
  • 2021

    Research Grant

    Design of Real-Time Optimisation Methods With Guaranteed Performance
  • 2017

    Journal article

    Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices
    DOI: 10.1109/TIT.2017.2653803
  • 2015

    Journal article

    A framework for generalising the Newton method and other iterative methods from Euclidean space to manifolds
    DOI: 10.1007/s00211-014-0630-4
  • 2014

    Book

    A primer on reproducing kernel hilbert spaces
    DOI: 10.1561/2000000050
  • 2013

    Journal article

    A primer on stochastic differential geometry for signal processing
    DOI: 10.1109/JSTSP.2013.2264798
Jonathan Manton

Latest Honours,
Awards and Fellowships

2015
Fellow of the Institute of Electrical and Electronic Engineers (FIEEE)
2015
Fellow of the Australian Mathematical Society (FAustMS)
2014
One of 8 participants in the Australia Japan Emerging Research Leaders Exchange Program
2013
Young Author Best Paper Award from IEEE Signal Processing Society (Co-Author)

RECENT SCHOLARLY WORKS