Practice of artificial intelligence in geotechnical engineering
نویسندگان
چکیده
منابع مشابه
Artificial Neural Network Applications in Geotechnical Engineering
Over the last few years or so, the use of artificial neural networks (ANNs) has increased in many areas of engineering. In particular, ANNs have been applied to many geotechnical engineering problems and have demonstrated some degree of success. A review of the literature reveals that ANNs have been used successfully in pile capacity prediction, modelling soil behaviour, site characterisation, ...
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It is a famous q uote that “Every structur e is supported on soils or rock, t hose that aren’t, either fly, float, or fall over”. Soils are natural deposits on which humans have no control. Soils at no two sites are likely to be the same. Even, at a particular point at a sit e, different types of soils exist at different depths. Several theories and formulas have been developed since the birth ...
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Artificial intelligence is a branch of computer science, involved in the research, design, and application of intelligent computer. Traditional methods for modeling and optimizing complex structure systems require huge amounts of computing resources, and artificial-intelligence-based solutions can often provide valuable alternatives for efficiently solving problems in the civil engineering. Thi...
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Artificial neural networks (ANNs) are a form of artificial intelligence and, since the mid-1990s, ANNbased models have been successfully applied to virtually every problem in geotechnical engineering. This paper briefly examines the areas of geotechnical engineering to which ANNs have been applied, provides a brief overview of the operation of ANN models, and highlights and discusses four impor...
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The civil engineering problems are not repetitive, as the problem definition is always influenced by a number of factors like financial modes, importance of structure and site conditions and so on. Therefore, although the use of computers in structural analysis started almost four decades ago, the profession has not been able to make use of computers fully, especially, for structural design and...
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ژورنال
عنوان ژورنال: Journal of Zhejiang University-SCIENCE A
سال: 2020
ISSN: 1673-565X,1862-1775
DOI: 10.1631/jzus.a20aige1