Jorge Gonçalves

Research interests

Publications

• SARS-CoV-2 transmission risk from asymptomatic carriers: Results from a mass screening programme in Luxembourg

  The Lancet Regional Health - Europe · 2021 · https://doi.org/10.1016/j.lanepe.2021.100056

• An interpretable mortality prediction model for COVID-19 patients

  Nature Machine Intelligence · 2020 · https://doi.org/10.1038/s42256-020-0180-7

• A machine learning-based model for survival prediction in patients with severe COVID-19 infection

  medRxiv · 2020 · https://doi.org/10.1101/2020.02.27.20028027

• Koopman-Based Lifting Techniques for Nonlinear Systems Identification

  IEEE Transactions on Automatic Control · 2019 · 10.1109/tac.2019.2941433

• Data driven discovery of cyber physical systems

  RePEc: Research Papers in Economics · 2019 · https://doi.org/10.17863/cam.43852

• Almost Global Consensus on the $n$ -Sphere

  IEEE Transactions on Automatic Control · 2017 · https://doi.org/10.1109/tac.2017.2752799

• PaCER - A fully automated method for electrode trajectory and contact reconstruction in deep brain stimulation

  NeuroImage Clinical · 2017 · https://doi.org/10.1016/j.nicl.2017.10.004

• Linear identification of nonlinear systems: A lifting technique based on the Koopman operator

  Journal · 2016 · https://doi.org/10.1109/cdc.2016.7799269

• Probable Person-to-Person Transmission of Legionnaires’ Disease

  New England Journal of Medicine · 2016 · https://doi.org/10.1056/nejmc1505356

• A Sparse Bayesian Approach to the Identification of Nonlinear State-Space Systems

  IEEE Transactions on Automatic Control · 2015 · https://doi.org/10.1109/tac.2015.2426291

• Critical transitions in chronic disease: transferring concepts from ecology to systems medicine

  Current Opinion in Biotechnology · 2014 · https://doi.org/10.1016/j.copbio.2014.11.020

• Decentralised minimum-time consensus

  Automatica · 2013 · https://doi.org/10.1016/j.automatica.2013.02.015

• EARLY FLOWERING4 Recruitment of EARLY FLOWERING3 in the Nucleus Sustains the Arabidopsis Circadian Clock

  The Plant Cell · 2012 · https://doi.org/10.1105/tpc.111.093807

• The circadian oscillator gene GIGANTEA mediates a long-term response of the Arabidopsis thaliana circadian clock to sucrose

  Proceedings of the National Academy of Sciences · 2011 · https://doi.org/10.1073/pnas.1015452108

• Robust dynamical network structure reconstruction

  Automatica · 2011 · https://doi.org/10.1016/j.automatica.2011.03.008

• The Arabidopsis Circadian Clock Incorporates a cADPR-Based Feedback Loop

  Science · 2007 · https://doi.org/10.1126/science.1146757

• Clinical data based optimal STI strategies for HIV: a reinforcement learning approach

  Journal · 2006 · https://doi.org/10.1109/cdc.2006.377527

• Global analysis of piecewise linear systems using impact maps and surface lyapunov functions

  IEEE Transactions on Automatic Control · 2003 · https://doi.org/10.1109/tac.2003.820061

Current projects

No projects listed.