Smita Deb

1. EWSmethods: an R package to forecast tipping points at the community level using early warning signals, resilience measures, and machine learning models
   2023/07/10 by Duncan O’Brien, Duncan A. O'Brien, Smita Deb +4 · 17 citations
   Economics, Econometrics and Finance · Environmental Science · #Artificial intelligence #Climate variability and models #Complex Systems and Time Series Analysis #Computer science #Data mining #Data science #Ecosystem dynamics and resilience #Machine learning #Multivariate statistics #Programming language #Python (programming language) #R package #Tipping point (physics) #Univariate #Warning system
2. Anticipating tipping in spatiotemporal systems with machine learning
   2026/04/07 by Smita Deb, Zheng-Meng Zhai, Mulugeta Haile +1 · 1 voice
   Computer Science · Physics and Astronomy · #cs.LG #nlin.CD #physics.data-an