most citedNeural models for prediction of spatially patterned phase transitions: methods and challenges

1 citations · 1 across the 5 of their papers we have counts for

collaborators

8 papers

physics.soc-ph2025

Coupled opinion-environmental dynamics in polarized and prejudiced populations

Cameron Kerr, Madhur Anand, Chris T Bauch

Public opinion on environmental issues remains polarized in many countries, posing a significant barrier to the implementation of effective policies. Behind this polarization, empi…

physics.soc-ph2025

Space, time and altruism in pandemics and the climate emergency

Chris T. Bauch, Athira Satheesh Kumar, Kamal Jnawali +3

Climate change is a global emergency, as was the COVID-19 pandemic. Why was our collective response to COVID-19 so much stronger than our response to the climate emergency, to date…

physics.soc-ph2025

When Simple is Enough, Binary Models Capture Social Complexity in Coupled Human-Environment Systems

Yazdan Babazadeh Maghsoodlo, Madhur Anand, Chris T. Bauch

Models of coupled human-environment systems often face a tradeoff between realism and tractability. Spectrum opinion models, where social preferences vary continuously, offer descr…

physics.soc-ph2025

Implications of regional variations in climate change vulnerability and mitigation behaviour for social-climate dynamics

Amrita Punnavajhala, Timothy M. Lenton, Chris T. Bauch +1

How regional heterogeneity in social and cultural processes drive--and respond to--climate dynamics is little studied. Here we present a coupled social-climate model stratified acr…

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…

physics.comp-ph20251 cited

Neural models for prediction of spatially patterned phase transitions: methods and challenges

Daniel Dylewsky, Sonia Kéfi, Madhur Anand +1

Dryland vegetation ecosystems are known to be susceptible to critical transitions between alternative stable states when subjected to external forcing. Such transitions are often d…