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Corrector operator to enhance accuracy and reliability of neural operator surrogates of nonlinear variational boundary-value problems

Submitted by Prashant K. Jha on

I am excited to announce our work (with Dr. Oden) on enhancing the accuracy of neural operators using the so-called corrector operator. This work is a culmination of our efforts in using goal-oriented a-posteriori error estimates in Bayesian inference in Jha and Oden (2022), JCP 470, 111575, and recently using a similar idea in Cao et al. (2023), JCP 486, 112104

 

Fully funded PhD positions in Soft Robotics in Stuttgart, Germany available from September 2023

Submitted by Philipp Rothemund on

I am looking for PhD students for my newly founded research group "Soft Robotics for Autonomous Systems" at the University of Stuttgart. The positions are fully funded and include German social security and health care benefits. More information can be found in the attached pdf.

Postdoctoral Fellowship in Regularized Failure Models for Quasibrittle Materials, Czech Technical University in Prague

Submitted by jenda_z on

My colleague Milan Jirásek is opening a two-year postdoctoral position in developing new regularized models for predicting and understanding failure processes under general conditions.

Future Faculty Symposium in SES conference

Submitted by Kejie Zhao on

The inaugural Future Faculty Symposium (FFS) will be part of the 60th Society of Engineering Science Annual Conference (SES 2023) at the University of Minnesota in October, please see attached flyer. The goal is to provide a venue for senior PhDs/Postdocs to showcase their reserach and facilitate recruiting dynamics.

Action principles for dissipative, non-holonomic Newtonian mechanics

Submitted by Amit Acharya on

A methodology for deriving dual variational principles for the classical Newtonian mechanics of mass points in the presence of applied forces, interaction forces, and constraints, all with a general dependence on particle velocities and positions, is presented. Methods for incorporating constraints are critically assessed. General theory, as well as explicitly worked out variational principles for a dissipative system (Lorenz) and a system with anholonomic constraints (Pars) are demonstrated. Conditions under which a (family of) dual Hamiltonian flows, as well as constants of motion, may be associated with a dissipative, and possibly constrained, primal system are specified.

link to paper

 

 

Strain stiffening retards growth instability in residually stressed biological tissues

Submitted by Fan Xu on

Soft biological tissues often exhibit notable strain stiffening under increasing stretch, and this can have significant effects on tissue growth and morphological development, such as causing symmetry breaking in growing airways and leading to mucosal folding and airway hyperresponsiveness. To investigate the role of strain stiffening and the multifactorial control in growth and remodeling, we consider a growing tubular structure with strain-stiffening effects caused by increased and tightened collagen.

Orientation-dependent plasticity mechanisms control synergistic property improvement in dynamically deformed metals

Submitted by Ramathasan The… on

Dear Colleagues,

I invite you to read our recent paper on the orientation dependent plasticity mechanisms that control the dynamic creation of nanostructures and their  behavior under subsequent quasistatic microcompression published in the International Journal of Plasticityhttps://doi.org/10.1016/j.ijplas.2023.103657

Synergistic strength and toughness through impact-induced nanostructural evolutions in metals

Submitted by Ramathasan The… on

Dear Colleagues,

I invite you to read our recent paper on the process-structure-property relations in heterogeneous nanostructured metals created through a laser induced projectile impact of single crystal microcubes published in the Extreme Mechanics Lettershttps://doi.org/10.1016/j.eml.2023.102037