2 papers
cs.LG2025
Echoes Before Collapse: Deep Learning Detection of Flickering in Complex Systems
Yazdan Babazadeh Maghsoodlo, Madhur Anand, Chris T. Bauch
Deep learning offers powerful tools for anticipating tipping points in complex systems, yet its potential for detecting flickering (noise-driven switching between coexisting stable…
q-fin.ST2025
Currents Beneath Stability: A Stochastic Framework for Exchange Rate Instability Using Kramers Moyal Expansion
Yazdan Babazadeh Maghsoodlo, Amin Safaeesirat
Understanding the stochastic behavior of currency exchange rates is critical for assessing financial stability and anticipating market transitions. In this study, we investigate th…