… materials integrated building energy systems with advanced machine-learning based climate-adaptive designs, intelligent operations, uncertainty-based analysis and …

Y Zhou, S Zheng, Z Liu, T Wen, Z Ding, J Yan… - … and Sustainable Energy …, 2020 - Elsevier
… of modelling and optimization processes, through the errors-driven update, the support …
The formulated climate-adaptive designs, intelligent operations, uncertainty-based analysis …

Simulation-optimization methods for designing and assessing resilient supply chain networks under uncertainty scenarios: A review

RD Tordecilla, AA Juan, JR Montoya-Torres… - … modelling practice and …, 2021 - Elsevier
… a supply chain, it is not the only one subject to uncertainty and risks, as we will study in this
paper. … of SCNs in a globalized world causes higher uncertainty [66]. Moreover, globalization …

Data-driven strategies for accelerated materials design

R Pollice, G dos Passos Gomes… - Accounts of Chemical …, 2021 - ACS Publications
adaptation and implementation of large scale data-driven approaches in material discovery
and design … used Gaussian process regression to calibrate for systematic errors in DFT. (16) …

To shape or adapt: Knowledge problems, epistemologies, and strategic postures under Knightian uncertainty

V Rindova, H Courtney - Academy of Management Review, 2020 - journals.aom.org
… theory of strategy under uncertainty. First, we argue that strategy making under uncertainty
cannot … Nevertheless, successful adaptive strategies may require specialized capabilities for …

Bayesian optimization for materials design with mixed quantitative and qualitative variables

Y Zhang, DW Apley, W Chen - Scientific reports, 2020 - nature.com
… of using BO in materials design, such as the optimization of the synthesis process of short
polymer fibers 18 , adaptive … Because there are certain uncertainties associated with the …

Analogical reasoning and mental simulation in design: two strategies linked to uncertainty resolution

LJ Ball, BT Christensen - About Designing, 2022 - taylorfrancis.com
… conditions of uncertainty. We propose that analogising and mental simulation are strategies
deployed to resolve uncertainty - a claim that is supported by the fact that uncertainty levels …

Supply chain viability and the COVID-19 pandemic: a conceptual and formal generalisation of four major adaptation strategies

D Ivanov - International Journal of Production Research, 2021 - Taylor & Francis
… (SC) on an unprecedented scale testing viability and adaptation under severe uncertainty.
However, the literature on the adaptation strategies and quantification of their impacts is still …

Machine learning for perovskite materials design and discovery

Q Tao, P Xu, M Li, W Lu - Npj computational materials, 2021 - nature.com
… corresponding uncertainties of a rich material space. This adaptive learning strategy gradually
… promising samples, albeit with large uncertainties. After iteratively validating/refining the …

[HTML][HTML] Hard or soft flood adaptation? Advantages of a hybrid strategy for Shanghai

S Du, P Scussolini, PJ Ward, M Zhang, J Wen… - Global Environmental …, 2020 - Elsevier
strategy can also enable a larger reduction in casualties. These findings imply that managing
flood risk is more than the use of single adaptationadaptation strategy in an uncertain

Coping and tolerance of uncertainty: Predictors and mediators of mental health during the COVID-19 pandemic.

H Rettie, J Daniels - American Psychologist, 2021 - psycnet.apa.org
… whether intolerance of uncertainty and coping responses … However, it is worth noting that
adaptive strategies were not … some adaptive strategies (eg, acceptance) and increased use