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PhD position in modeling of the interaction between phase transformations and plasticty

Submitted by Valery Levitas on

PhD position(s) is available immediately in the Engineering Mechanics program in Aerospace Engineering Department at Iowa State University to perform theoretical and computational part of work on NSF-funded projects on the interaction between phase transformations and plasticity. Phase-field, micromechanical, and macroscale simulations using FEM are of interest, in close collaboration with experiments. Please send vita to Prof.

SciANN: Scientific computations and physics-informed deep learning using artificial neural networks

Submitted by haghighat on

Interested in deep learning, scientific computations, solution, and inversion methods for PDE? 

Check out the preprint at: 

https://www.researchgate.net/publication/341478559_SciANN_A_Keras_wrapp…

 

 

Some problems are shared in our GitHub repository on how to use sciann for inversion and forward solution of:

A possible link between brittle and ductile failure by viewing fracture as a topological defect

Submitted by Amit Acharya on

Amit Acharya

(to appear in Comptes Rendus Mécanique)

A continuum model of fracture that describes, in principle, the propagation and interaction of
arbitrary distributions of cracks and voids with evolving topology without a 'fracture criterion'
is developed. It involves a 'law of motion' for crack-tips, primarily as a kinematical consequence
coupled with thermodynamics. Fundamental kinematics endows the crack-tip with a topological
charge. This allows the association of a kinematical conservation law for the charge, resulting
in a fundamental evolution equation for the crack-tip field, and in turn the crack fi eld. The
vectorial crack field degrades the elastic modulus in a physically justi fied anisotropic manner.
The mathematical structure of this conservation law allows an additive 'free' gradient of a scalar
field in the evolution of the crack field. We associate this naturally emerging scalar fi eld with the
porosity that arises in the modeling of ductile failure. Thus, porosity-rate gradients aff ect the
evolution of the crack- field which, then, naturally degrades the elastic modulus, and it is through
this fundamental mechanism that spatial gradients in porosity growth aff ect the strain-energy
density and stress carrying capacity of the material - and, as a dimensional consequence related
to fundamental kinematics, introduces a length-scale in the model. A key result of this work is
that brittle fracture is energy-driven while ductile fracture is stress-driven; under overall shear
loadings where mean stress vanishes or is compressive, shear strain energy can still drive shear
fracture in ductile materials.

The paper can be found here

Curtin PhD scholarship in Structural Engineering for Australian PR/Citizen

Submitted by Kaiming Bi on

Description

A Curtin Strategic Scholarship is available for Australian PR/Citizen. The candidate will work with Dr Kaiming Bi and Prof. Hong Hao in the area of Structural Engineering on vibration control of offshore wind turbines. The details regarding the supervisors can be found via https://staffportal.curtin.edu.au/staff/profile/view/Kaiming.Bi/  and https://staffportal.curtin.edu.au/staff/profile/view/Hong.Hao/.

Announcing the Inaugural CMES Young Researcher Award

Submitted by ehsan173 on
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Announcing the Inaugural CMES Young Researcher Award

 

The first ever Computer Modeling in Engineering and Science Young Researcher Award recognizes outstanding research in computer modeling and simulation by a 2020 Computer Modeling in Engineering and Science author or coauthors.

Eligibility Requirements:

Mechanics of Dielectric Elastomer Structures: A review

Submitted by tongqing.lu on

In the past decade, the development of theory has deeply revealed the electromechanical coupling deformation mechanism of dielectric elastomer (DE). Many theoretical predictions on highly nonlinear deformation of dielectric elastomer have been verified by experiments. With the guidance of theory, the voltage-induced areal strain of dielectric elastomer has been increased from 100% in the pioneering work to the current record of 2200% and the energy density of a dielectric elastomer generator has reached 780 mJ/g.