[HTML][HTML] Uncovering heterogeneous effects in computational models for sustainable decision-making

M Kozlova, RJ Moss, JS Yeomans, J Caers - Environmental Modelling & …, 2024 - Elsevier
Computational modeling is frequently incorporated into environmental decision-making in
order to capture inherently complex relationships and system dynamics. The complexity of …

Technical advances in aviation electrification: Enhancing strategic R&D investment analysis through simulation decomposition

M Kozlova, T Nykänen, JS Yeomans - Sustainability, 2021 - mdpi.com
Computational decision-making in “real world” environmental and sustainability contexts
frequently requires the need to contrast numerous uncertain factors and difficult-to-capture …

Extending system dynamics modeling using Simulation Decomposition to improve the urban planning process

JS Yeomans, M Kozlova - Frontiers in Sustainable Cities, 2023 - frontiersin.org
Urban planning often involves decision-making under highly uncertain circumstances.
System dynamics and multi-agent modeling frameworks are commonly employed to model …

Capturing multi-dimensional nonlinear behaviour of a steel structure reliability model–global sensitivity analysis

A Ahola, M Kozlova, JS Yeomans - Sensitivity Analysis for …, 2024 - taylorfrancis.com
The reliability of steel structures is a complex nonlinear phenomenon that depends on
multiple external and technological factors. Accumulated fatigue can lead to a sudden …

Methodological landscape of sensitivity analysis and the place of SimDec

M Kozlova, SL Piano, JS Yeomans - Sensitivity Analysis for …, 2024 - taylorfrancis.com
For a computational model to be useful for decision-making purposes, its foundations need
to be “shaken” sufficiently so that one can ascertain what might happen if its underlying …

SimDec algorithm and guidelines for its usage and interpretation

M Kozlova, RJ Moss, P Roy, A Alam… - Sensitivity Analysis for …, 2024 - taylorfrancis.com
Simulation Decomposition (SimDec) provides an approach for analyzing computational
model behaviour and supporting decision-making. At its core is a visualization of model …

Where should we go? Deep tech market entry decisions through the lens of uncertainty

A Myers, M Kozlova, JS Yeomans - Sensitivity Analysis for …, 2024 - taylorfrancis.com
One of the defining characteristics of deep tech ventures is that their technology could be
adapted to multiple applications. In addition to choosing the market segment that the …

[หนังสือ][B] Sensitivity Analysis for Business, Technology, and Policymaking: Made Easy with Simulation Decomposition (SimDec)

M Kozlova, JS Yeomans - 2024 - books.google.com
SimDec is a revolution in decision-making support. SimDec “teases out” inherent cause-and-
effect relationships and reveals the intricacy of relationships between sets of input and …

[PDF][PDF] Extending simulation decomposition analysis into systemic risk planning for domino-like cascading effects in environmental systems

M Kozlova, JS Yeomans - J. Environ. Inform. Lett, 2022 - researchgate.net
In interconnected environmental systems, the innocuous failure of one component can
sometimes trigger a subsequent domino-like effect resulting in a cascading collapse of the …

model–global sensitivity analysis

A Ahola, M Kozlova, JS Yeomans - Sensitivity Analysis for …, 2024 - books.google.com
The reliability of steel structures is a complex nonlinear phenomenon that depends on
multiple external and technological factors. Accumulated fatigue can lead to a sudden …