Mental models, cognitive maps, and the challenge of quantitative analysis of their network representations

S Haque, H Mahmoudi… - System Dynamics …, 2023 - Wiley Online Library
Cognitive maps, or mental maps, are externalized portrayals of mental models—people's
mental representations of reality and their presumptions about how the world works. They …

Objective causal predictions from observational data

LA Cox Jr - Critical Reviews in Toxicology, 2024 - Taylor & Francis
Many recent articles in public health risk assessment have stated that causal conclusions
drawn from observational data must rely on inherently untestable assumptions. They claim …

Machine learning-based decision support framework for CBRN protection

T Kegyes, Z Süle, J Abonyi - Heliyon, 2024 - cell.com
Detecting chemical, biological, radiological and nuclear (CBRN) incidents is a high priority
task and has been a topic of intensive research for decades. Ongoing technological, data …

A multi‐dimensional index of evaluating systems thinking skills from textual data

NYG Liu, H Mahmoudi, K Triantis… - Systems Research …, 2024 - Wiley Online Library
Abstract Systems thinking (ST) includes a set of critical skills and approaches for addressing
today's complex societal problems. Therefore, it has been introduced into the curricula of …

Feedback, Circular Causality, and System Dynamics

M Roos - … of Complexity Economics: Concepts, Methods and …, 2024 - Springer
Chapter 7 is about feedback, circular causality, and system dynamics modeling. Circular
causality due to positive or negative feedback is a major cause of complexity. When the …

[HTML][HTML] pyRoCS: A Python package to evaluate the resilience of complex systems

A Wachtel, T Gunda, S Caskey, R Cooper, T Womack… - SoftwareX, 2025 - Elsevier
This paper introduces pyRoCS, an open source Python-based software that enables users
to quantify resilience of complex systems. The metrics used to quantify resilience are …

ON THE DELAY TIME IN THE ENUMERATION OF ALL SIMPLE CYCLES OF A DIRECTED GRAPH

S Nofal - Journal of Mathematical Sciences, 2024 - Springer
For the fundamental problem of enumeration of all simple cycles of a given directed graph
with n vertices and m edges, it is known that the delay time between successive outputs of …

Examining the Alignment of Student Explanations With the System Model in Climate Education Using Systems Thinking

MC Alibeyoglu, ZI Baskahya, GD Ceyhan… - … Ecological Literacy for …, 2024 - igi-global.com
The climate crisis poses a major threat to sustainability, highlighting the need for climate
education that develops students' systems thinking skills regarding dynamic environmental …

Application of Resilience Theory to Organizations Subject to Disinformation Campaigns

A Wachtel, S Caskey, T Gunda… - 2022 Resilience Week …, 2022 - ieeexplore.ieee.org
Community, corporate, and government organizations are being targeted by disinformation
attacks at an unprecedented rate. These attacks interrupt the ability of organizations to make …

[PDF][PDF] Envisioning future forests through simulation models

S Manojkumar, V Jamaludheen - researchgate.net
Forest is a dynamic entity, keep on changing spatially and temporally. In the recent past
rapid changes in the composition, structure, function and health was observed in the global …