Design of computer experiments: A review

SS Garud, IA Karimi, M Kraft - Computers & Chemical Engineering, 2017 - Elsevier
In this article, we present a detailed overview of the literature on the design of computer
experiments. We classify the existing literature broadly into two categories, viz. static and …

[BOOK][B] Statistische versuchsplanung

K Siebertz, T Hochkirchen, D van Bebber - 2010 - Springer
Nur wenige Methoden haben eine so langfristige Bedeutung für das Arbeitsleben eines
Ingenieurs wie die statistische Versuchsplanung. CAD-Programme ändern sich schnell, so …

[HTML][HTML] Chaospy: An open source tool for designing methods of uncertainty quantification

J Feinberg, HP Langtangen - Journal of Computational Science, 2015 - Elsevier
The paper describes the philosophy, design, functionality, and usage of the Python software
toolbox Chaospy for performing uncertainty quantification via polynomial chaos expansions …

[BOOK][B] Algorithms and theory of computation handbook, volume 2: special topics and techniques

MJ Atallah, M Blanton - 2009 - books.google.com
Algorithms and Theory of Computation Handbook, Second Edition: Special Topics and
Techniques provides an up-to-date compendium of fundamental computer science topics …

Improvement in the computational efficiency of a technique for assessing the reliability of electric power systems based on the Monte Carlo method

D Krupenev, D Boyarkin, D Iakubovskii - Reliability Engineering & System …, 2020 - Elsevier
The reliability of energy systems is assessed to control their operation and expansion. An
effective method for reliability assessment is the Monte Carlo method. This process …

Framework for probabilistic tsunami hazard assessment considering the effects of sea-level rise due to climate change

AK Alhamid, M Akiyama, H Ishibashi, K Aoki… - Structural Safety, 2022 - Elsevier
Sea-level rise due to climate change could significantly exacerbate tsunami disasters since
the sea level is a critical parameter affecting the intensity of tsunamis. Considering the …

[BOOK][B] Monte Carlo simulation and finance

DL McLeish - 2011 - books.google.com
Monte Carlo methods have been used for decades in physics, engineering, statistics, and
other fields. Monte Carlo Simulation and Finance explains the nuts and bolts of this essential …

[HTML][HTML] How evolution learns to generalise: Using the principles of learning theory to understand the evolution of developmental organisation

K Kouvaris, J Clune, L Kounios, M Brede… - PLoS computational …, 2017 - journals.plos.org
One of the most intriguing questions in evolution is how organisms exhibit suitable
phenotypic variation to rapidly adapt in novel selective environments. Such variability is …

[HTML][HTML] Probabilistic micromechanical spatial variability quantification in laminated composites

S Naskar, T Mukhopadhyay, S Sriramula - Composites Part B: Engineering, 2018 - Elsevier
This article presents a probabilistic framework to characterize the dynamic and stability
parameters of composite laminates with spatially varying micro and macro-mechanical …

Stochastic free vibration analysis of angle-ply composite plates–A RS-HDMR approach

S Dey, T Mukhopadhyay, S Adhikari - Composite Structures, 2015 - Elsevier
This paper presents a generic random sampling-high dimensional model representations
(RS-HDMR) approach for free vibration analysis of angle-ply composite plates. A metamodel …