A review on design of experiments and surrogate models in aircraft real-time and many-query aerodynamic analyses

R Yondo, E Andrés, E Valero - Progress in aerospace sciences, 2018 - Elsevier
Full scale aerodynamic wind tunnel testing, numerical simulation of high dimensional (full-
order) aerodynamic models or flight testing are some of the fundamental but complex steps …

A review of machine learning applications to coastal sediment transport and morphodynamics

EB Goldstein, G Coco, NG Plant - Earth-science reviews, 2019 - Elsevier
A range of computer science methods termed machine learning (ML) enables the extraction
of insight and quantitative relationships from multidimensional datasets. Here, we review the …

From ants to whales: metaheuristics for all tastes

F Fausto, A Reyna-Orta, E Cuevas, ÁG Andrade… - Artificial Intelligence …, 2020 - Springer
Nature-inspired metaheuristics comprise a compelling family of optimization techniques.
These algorithms are designed with the idea of emulating some kind natural phenomena …

[图书][B] Would-be worlds: How simulation is changing the frontiers of science

JL Casti - 1996 - dl.acm.org
Would-be worlds | Guide books skip to main content ACM Digital Library home ACM home
Google, Inc. (search) Advanced Search Browse About Sign in Register Advanced Search …

[PDF][PDF] An introduction to genetic algorithms

J Carr - Senior Project, 2014 - whitman.edu
Genetic algorithms are a type of optimization algorithm, meaning they are used to find the
maximum or minimum of a function. In this paper we introduce, illustrate, and discuss …

Arabic text classification using convolutional neural network and genetic algorithms

D Alsaleh, S Larabi-Marie-Sainte - IEEE Access, 2021 - ieeexplore.ieee.org
Arabic documents are massively rising due to numerous contents utilized in websites, social
media, and news articles. The classification of such documents in labelled categories is a …

Modified grasshopper optimization framework for optimal power flow solution

MA Taher, S Kamel, F Jurado, M Ebeed - Electrical Engineering, 2019 - Springer
This paper proposes a modified grasshopper optimization algorithm (MGOA) to solve the
optimal power flow (OPF) problem. The conventional GOA is a recent optimization technique …

Genetic algorithms for hyperparameter optimization in predictive business process monitoring

C Di Francescomarino, M Dumas, M Federici… - Information Systems, 2018 - Elsevier
Predictive business process monitoring aims at predicting the outcome of ongoing cases of
a business process based on past execution traces. A wide range of techniques for this …

Role of nitric oxide in plant responses to heavy metal stress: exogenous application versus endogenous production

LC Terrón-Camero, MÁ Peláez-Vico… - Journal of …, 2019 - academic.oup.com
Anthropogenic activities, such as industrial processes, mining, and agriculture, lead to an
increase in heavy metal concentrations in soil, water, and air. Given their stability in the …

[图书][B] Modelling, simulation and control of urban wastewater systems

M Schütze, D Butler, BM Beck - 2002 - books.google.com
by Professor Poul Harremoes Environmental engineering has been a discipline dominated
by empirical approaches to engineering. Historically speaking, the development of urban …