Cover Image

A Minimalist Physics-Informed Model for Predicting Extreme Conflict Fatalities

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Neuman, Yair, Cohen, Yochai
Format:	Preprint
Published:	2025
Subjects:	Physics and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Boltzmann-Informed Probabilities
by: Neuman, Yair, et al.
Published: (2025)

Leadership, Cooperation and Conflicts in Physics -- Research Leaders' Perspective
by: Reimer, Maike, et al.
Published: (2026)

The SIS Competition Model for Conflicting Rumors
by: Takiguchi, Yu, et al.
Published: (2026)

A Survey of Physics-Informed AI for Complex Urban Systems
by: Xu, En, et al.
Published: (2025)

An AI-Based Framework for Assessing Sustainability Conflicts in Medical Device Development
by: Chakrabarti, Apala
Published: (2025)

A Framework for Assessing Sustainability Conflicts in the Design of Medical Devices
by: Chakrabarti, Apala
Published: (2025)

Network Analysis of U.S. Non-Fatal Opioid-Involved Overdose Journeys, 2018-2023
by: McCabe, Lucas H., et al.
Published: (2024)

Forecasting Seasonal Influenza Epidemics with Physics-Informed Neural Networks
by: Rama, Martina, et al.
Published: (2025)

Physics-Informed High-order Graph Dynamics Identification Learning for Predicting Complex Networks Long-term Dynamics
by: Wang, Bicheng, et al.
Published: (2025)

An Artificial Intelligence Framework for Conflict Mapping and Resolution for Sustainability of Systems
by: Chakrabarti, Apala
Published: (2025)

Extreme heat reduces and reshapes urban mobility
by: Renninger, Andrew, et al.
Published: (2025)

Social Physics Informed Diffusion Model for Crowd Simulation
by: Chen, Hongyi, et al.
Published: (2024)

Asymmetric Outcomes in Two-Actor Conflict Dynamics: Stability, Bifurcations, and Emergent Behaviors
by: Jacobo-Villegas, Eduardo, et al.
Published: (2025)

Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs
by: Chishtie, Farrukh A., et al.
Published: (2024)

Scale-Free Priors and Survival Dynamics: A Bayesian Framework for Conflict Duration
by: Stepinski, Tomasz F.
Published: (2026)

A Self-Organized Criticality Model of Extreme Events and Cascading Disasters of Hub and Spoke Air Traffic Networks
by: Salvaña, Mary Lai O., et al.
Published: (2025)

The Human Condition as Reflected in Contemporary Large Language Models
by: Neuman, W. Russell
Published: (2026)

Assessing the Impact of Case Correction Methods on the Fairness of COVID-19 Predictive Models
by: Smolyak, Daniel, et al.
Published: (2024)

Computational Sociology of Humans and Machines; Conflict and Collaboration
by: Yasseri, Taha
Published: (2024)

Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks
by: He, Erhu, et al.
Published: (2024)

Understanding Individual-Space Relationships to Inform and Enhance Location-Based Applications
by: Amichi, Licia, et al.
Published: (2025)

Latent Class Logit Kernel Framework for Surrogate Safety: Identifying Behavioural Thresholds through Conflict Indicator Profiles
by: Al-Haideri, Rulla, et al.
Published: (2025)

Fragmented Movements, Connected Opponents: Analyzing the Interconnectivity of Firms and Environmental Justice Organizations in Global Socio-Environmental Conflicts
by: Cottafava, Dario, et al.
Published: (2026)

Navigating Multidimensional Ideologies with Reddit's Political Compass: Economic Conflict and Social Affinity
by: Colacrai, Ernesto, et al.
Published: (2024)

Conflict Avoidance in Pedestrian Merging in Controlled Experiments by Variance Indicator
by: Zhang, Jiawei, et al.
Published: (2026)

Community Detection with the Map Equation and Infomap: Theory and Applications
by: Smiljanić, Jelena, et al.
Published: (2023)

Characterizing Community Formation in Response to Extreme Weather Events through Human Mobility Networks
by: Lee, Cheng-Chun, et al.
Published: (2022)

Patterns in Conflict Dynamics in Yemen and Syria
by: Abdou, Moussa, et al.
Published: (2026)

A Comparative Analysis of Wealth Index Predictions in Africa between three Multi-Source Inference Models
by: Karsai, Márton, et al.
Published: (2024)

Modeling Urban Air Quality Using Taxis as Sensors
by: Noulas, Anastasios, et al.
Published: (2025)

Traits of a Leader: User Influence Level Prediction through Sociolinguistic Modeling
by: Katerenchuk, Denys, et al.
Published: (2025)

European Football Player Valuation: Integrating Financial Models and Network Theory
by: Cohen, Albert, et al.
Published: (2023)

Heuristic-Informed Mixture of Experts for Link Prediction in Multilayer Networks
by: La Cava, Lucio, et al.
Published: (2025)

Collective Predictive Coding as Model of Science: Formalizing Scientific Activities Towards Generative Science
by: Taniguchi, Tadahiro, et al.
Published: (2024)

Network Propaganda
by: Benkler, Yochai, et al.
Published: (2018)

Deliberation Among Informed Citizens: The Value of Exploring Alternative Thinking Frames
by: Lambert-Mogiliansky, Ariane, et al.
Published: (2024)

Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility
by: Bontorin, Sebastiano, et al.
Published: (2024)

Party Ideologies and Political Polarization-Driven Conflicts: A Study of the Global South
by: Padarha, Shreyansh
Published: (2025)

Hybrid Machine Learning and Physics-based Modelling of Pedestrian Pushing Behaviours at Bottlenecks
by: Xu, Qiancheng, et al.
Published: (2024)

Negative Ties Highlight Hidden Extremes in Social Media Polarization
by: Candellone, Elena, et al.
Published: (2025)