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Is machine learning a research priority now in mechanics?

Submitted by Mingchuan Wang on

Hi all,

I  know that the study and application of machine learning/artificial intelligence are somehow popular nowadays, in a general academia. I happen to be interested in that. I found people use this tool to predict crystal structure in material science, to characterize molecule structure in chemistry. The first impression is that the machanince learning helps to deal with the raw data, to constitute empirical models etc. However, there are not as many published works as I imagine, on the application of machine learning in mechanics.

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Thermal Analysis of a Coated Component

Submitted by Raja Raja Cholan on
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Hi,

 

Could anyone share some idea on how to model a Surface Coating. I am using Abaqus Standard for the thermal analysis. For the coating, i tried to create a 'Skin' on the surface and assigned a Homogenous Shell section for the Skin. Is this correct? I couldn't see much difference in the results. Or is there any better way to model a surface coating?

Thanks!!

Why Abaqus give incorrect result in plane strain plasticity?!!

Submitted by aminzami on

There is an incorrect result from Abaqus in plane strain plasticity simulation. In this short video, this  result is shown.

It would be pleased if anybody have any idea about why this happen ?!!

 

YouTube link:

http://youtu.be/ERa4hVegtL4

Suggestion on writing a paper

Submitted by _shyam_shankar on

I am planning to write a paper for ANSYS conference in India.I was working on Static Structural Analysis for the past 1 year.I have experienced various glitches while solving the problem according to the terms and conditions provided, typical convergence behaviour and played with both linear and non linear contacts.

'Influence of factors unrelated to environmental quality on occupant satisfaction in LEED and non-LEED certified buildings'

Submitted by Laure Ballu on
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