Leonardo Portes dos Santos

Dr

  • The University of Western Australia (M019), 35 Stirling Highway,

    6009 Perth

    Australia

  • Source: Scopus
  • Calculated using citation counts from Scopus for publications in the UWA Profiles and Research Repository
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Personal profile

Biography

Leonardo is currently a Research Fellow (Level B) at the University of Western Australia. He is responsible for the research program "Navigating tipping points in complex dynamical systems". This project expects to generate innovative techniques from complex systems theory and dynamical systems theory to identify tipping points and apply these techniques to understand real-world systems. Working with clinicians and practising engineers, the project aims to contribute to the development of new treatment regimes for dynamical diseases and develop improved management strategies for resource-focused engineering industries. This should provide significant benefit to many areas, including the personalized treatment of disease.

Before arriving in Australia, Leonardo grew up in Minas Gerais, Brazil, where he completed his BSc (Physics), MSc (Theoretical Physics) and PhD (Sports Science) in the Universidade Federal de Minas Gerais (UFMG). After that, he was a Postdoctoral Researcher in two projects at the UFMG's Engineering School, working with nonlinear time series analysis for the characterization of chaotic phase synchronization in networks. He is a Fencing Master certified by the International Academie of Armes and was the fencing coach and founder of the MG Fencing Association and the fencing club Fencing Academy of MG.

 

Research interests

Complex Systems approach for Data Science, in special:
- Bigdata visualization/navigation
- Oil&Gas risk assessment through network science
- Stockmarket Analysis of Risk

Nonlinear time series analysis, mainly:
- Multivariate Singular Spectrum Analysis
- Embedding and (nonlinear) Observability Theories

Network Science:
- Differential clustering analysis
- Networks from time-series data

Multidisciplinary collaborations:
- Human Motor Learning (EEG and behavioural data analysis)
- Cancer Immunotherapy (gene expression analysis)

Roles and responsibilities

* Research program "Navigating tipping points in complex dynamical systems".


* Reviewer of the following international scientific journals:

- Chaos
- Nonlinear Dynamics
- Physics Letters A
- Journal of the Franklin Institute
- IEEE Transactions on Circuits and Systems II: Express Briefs
- International Journal of Modelling, Identification and Control
- Entropy
- Atmosphere
- Ecological Economics
- Psychology of Sport and Exercise

Languages

English
Portuguese

Education/Academic qualification

Sport Science, PhD, Universidade Federal de Minas Gerais - UFMG

… → 19 Dec 2014

Award Date: 19 Dec 2014

Physics, MsC, Universidade Federal de Minas Gerais - UFMG

… → 7 May 1999

Award Date: 7 May 1999

Physics, Bachelor

… → 20 Dec 1996

Award Date: 20 Dec 1996

Research expertise keywords

  • Complex systems
  • Data analysis
  • Complex networks
  • Non-linear time series analysis and modelling
  • Biological applications (e.g. disease transmission, neurodynamics, systems biology)
  • Biomedical engineering

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