Featured Publications

For a full list: Google Scholar

Predicting discrete-time bifurcations with deep learning
Many natural and man-made systems are prone to critical transitions—abrupt and potentially devastating changes in dynamics. Deep …
Last updated on Oct 10, 2025
Article Code
Predicting discrete-time bifurcations with deep learning
Rhythms from Two Competing Periodic Sources Embedded in an Excitable Medium
In an excitable medium, a stimulus generates a wave that propagates in space until it reaches the boundary or collides with another …
Last updated on Jun 11, 2026
Article APS Physics PNAS News Physics Today
Rhythms from Two Competing Periodic Sources Embedded in an Excitable Medium
Deep learning for early warning signals of tipping points
Many natural systems exhibit tipping points where slowly changing environmental conditions spark a sudden shift to a new and sometimes …
Last updated on Oct 10, 2025
Article Slides Code The Independent The Daily Mail PNAS commentary
Deep learning for early warning signals of tipping points
Long ECGs reveal rich and robust dynamical regimes in patients with frequent ectopy
We have analyzed the electrocardiographic data collected during continuous 7-day ambulatory recordings in patients with frequent …
Last updated on Oct 10, 2025
Article Slides
Long ECGs reveal rich and robust dynamical regimes in patients with frequent ectopy
Detecting and distinguishing tipping points using spectral early warning signals
Theory and observation tell us that many complex systems exhibit tipping points—thresholds involving an abrupt and irreversible …
Last updated on Oct 10, 2025
Article Slides Code
Detecting and distinguishing tipping points using spectral early warning signals
Charting pathways to climate change mitigation in a coupled socio-climate model
Geophysical models of climate change are becoming increasingly sophisticated, yet less effort is devoted to modelling the human systems …
Last updated on Oct 10, 2025
Article Code The Globe and Mail CityNews
Charting pathways to climate change mitigation in a coupled socio-climate model
Critical dynamics in population vaccinating behavior
Complex adaptive systems exhibit characteristic dynamics near tipping points such as critical slowing down (declining resilience to …
Last updated on Jun 11, 2026
Article CBC ScienceDaily
Critical dynamics in population vaccinating behavior