[HTML][HTML] Uncovering heterogeneous effects in computational models for sustainable decision-making
Computational modeling is frequently incorporated into environmental decision-making in
order to capture inherently complex relationships and system dynamics. The complexity of …
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 …
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 …
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
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 …
multiple external and technological factors. Accumulated fatigue can lead to a sudden …
Methodological landscape of sensitivity analysis and the place of SimDec
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 …
to be “shaken” sufficiently so that one can ascertain what might happen if its underlying …
SimDec algorithm and guidelines for its usage and interpretation
Simulation Decomposition (SimDec) provides an approach for analyzing computational
model behaviour and supporting decision-making. At its core is a visualization of model …
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
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 …
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 …
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 …
sometimes trigger a subsequent domino-like effect resulting in a cascading collapse of the …
model–global sensitivity analysis
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 …
multiple external and technological factors. Accumulated fatigue can lead to a sudden …