127 citations · 2k across the 101 of their papers we have counts for
104 papers
Social Physics: A manifesto
János Kertész, Marc Barthelemny, Marc Barthelemy +21
Social Physics seeks quantitative, empirically testable explanations of collective human behavior. Its name has a long and contested history, but its contemporary program is neithe…
Dynamics of reservoir computing for crises prediction
Dishant Sisodia, Sarika Jalan
Reservoir computing has emerged as a powerful framework for time series modelling and forecasting including the prediction of discontinuous transitions. However, the mechanism behi…
Scaling laws and relaxation rate at desynchronization in coupled oscillators
Ayushi suman, Sarika Jalan
Complex interactions leading to phase transitions continue to hold a due interest in the scientific community. We charactersize a phase transition in a coupled oscillators model wh…
Low dimensional Watanabe-Strogatz approach for Kuramoto oscillators with higher-order interactions
Jayesh C. Jain, Sarika Jalan
Watanabe-Strogatz theory provides a low-dimensional description of identical Kuramoto oscillators via the framework of the Möbius transformation. Here, using the Watanabe-Strogatz…
Finite size effect in Kuramoto oscillators with inertia on simplicial complex
Manuel Lourenco, Abhishek Sharma, Priyanka Rajwani +3
We investigate the finite-size effects on the dynamical evolution of the Kuramoto model with inertia coupled through triadic interactions. Our findings reveal that fluctuations res…
Dynamical analysis of a parameter-aware reservoir computer
Dishant Sisodia, Sarika Jalan
Reservoir computing has been shown to be a useful framework for predicting critical transitions of a dynamical system if the bifurcation parameter is also provided as an input. Its…