[图书][B] Numerical data and functional relationships in science and technology

N Data - 2009 - Springer
… Forming Data“ is treating the deformation behaviour of light metals in theory and practice. The
basic principles are presented in a compact form. The chapter „modelling“ … ) as a data bank …

Software products for modelling and simulation in materials science

S Malinov, W Sha - Computational Materials Science, 2003 - Elsevier
… In the neural network modelling it is generally accepted that one part of the data (usually
two-thirds) is used for model training and the remaining part (usually one-third) is not used in …

The application of web of data technologies in building materials information modelling for construction waste analytics

M Bilal, LO Oyedele, K Munir, SO Ajayi… - … and technologies, 2017 - Elsevier
… Existing product data exchange ontologies and … adequate modelling of building materials
for the BWA. In this paper, we propose a highly resilient and data-agnostic building materials

Data‐driven materials science: status, challenges, and perspectives

L Himanen, A Geurts, AS Foster, P Rinke - Advanced Science, 2019 - Wiley Online Library
… Recently there have been promising efforts in trying to unify the nomenclature and
standards in materials science by the European Materials Modelling Council,156 the Research …

Plasticity based material modelling of ice and its application to ship–iceberg impacts

Z Liu, J Amdahl, S Løset - Cold regions science and technology, 2011 - Elsevier
… In the present paper, a simple plastic model is proposed; this model is based on data from
triaxial experiments and describes the material behaviour during iceberg impacts reasonably …

Multiscale materials modelling at the mesoscale

S Yip, MP Short - Nature materials, 2013 - nature.com
… 2 in that the interpretations of the macroscale experimental data in terms of underlying … data,
only a subset of those at 0.017% and 100% are shown as filled circles. Additionally, the data

Mechanical characterisation of Duraform® Flex for FEA hyperelastic material modelling

SP Soe, N Martindale, C Constantinou, M Robinson - Polymer Testing, 2014 - Elsevier
… , followed by the demonstration of a novel data curve fitting procedure used to derive material
coefficients for hyperelastic material modelling using PTC Creo 2.0 Simulate FE software. …

Identifying the maturity of co-compost of olive mill waste and natural mineral materials: Modelling via ANN and multi-objective optimization

NA Dümenci, OC Yolcu, FA Temel, NG Turan - Bioresource Technology, 2021 - Elsevier
… Artificial neural networks learn the data structure through … materials and 6 parameters, the
number of hidden layer units of neural networks was changed between 2 and 5, and modelling

[图书][B] Fundamentals of materials modelling for metals processing technologies: theories and applications

J Lin - 2015 - books.google.com
… The main purpose of this book is to present the state of the art in material and process modelling
in a … The main focus here is the development of unified materials modelling theories for …

Simulation of self-piercing rivetting processes in fibre reinforced polymers: Material modelling and parameter identification

F Hirsch, S Müller, M Machens, R Staschko… - … Processing Technology, 2017 - Elsevier
… metals, which requires the modelling of large plastic deformations… We propose a systematic
approach to the modelling of … Numerical modelling of layered FRP materials in the simulation …