40 citations · 116 across the 8 of their papers we have counts for
8 papers
Prospects for acoustically monitoring ecosystem tipping points
Neel P. Le Penru, Thomas M. Bury, Sarab S. Sethi +2
Many ecosystems can undergo important qualitative changes, including sudden transitions to alternative stable states, in response to perturbations or increments in conditions. Such…
Predicting discrete-time bifurcations with deep learning
Thomas M. Bury, Daniel Dylewsky, Chris T. Bauch +4
Many natural and man-made systems are prone to critical transitions -- abrupt and potentially devastating changes in dynamics. Deep learning classifiers can provide an early warnin…
Universal Early Warning Signals of Phase Transitions in Climate Systems
Daniel Dylewsky, Timothy M. Lenton, Marten Scheffer +4
The potential for complex systems to exhibit tipping points in which an equilibrium state undergoes a sudden and often irreversible shift is well established, but prediction of the…
Collective behaviours in the stock market -- A maximum entropy approach
Thomas Bury
Scale invariance, collective behaviours and structural reorganization are crucial for portfolio management (portfolio composition, hedging, alternative definition of risk, etc.). T…
Predicting trend reversals using market instantaneous state
Thomas Bury
Collective behaviours taking place in financial markets reveal strongly correlated states especially during a crisis period. A natural hypothesis is that trend reversals are also d…
A statistical physics perspective on criticality in financial markets
Thomas Bury
Stock markets are complex systems exhibiting collective phenomena and particular features such as synchronization, fluctuations distributed as power-laws, non-random structures and…
Market structure explained by pairwise interactions
Thomas Bury
Financial markets are a typical example of complex systems where interactions between constituents lead to many remarkable features. Here, we show that a pairwise maximum entropy m…
Statistical pairwise interaction model of stock market
Thomas Bury
Financial markets are a classical example of complex systems as they comprise many interacting stocks. As such, we can obtain a surprisingly good description of their structure by…