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Postdoc in physics-informed neural networks for solid mechanics

Submitted by info@signatur.dk on

Are you passionate about solid mechanics and intrigued by machine learning? We are seeking a qualified candidate who can merge expertise from both fields to develop innovative tools for analyzing deformation and fracture in solid materials.


Expected start date and duration of employment

This is a 1-year position starting on 15 August 2025 or as soon possible thereafter.

Postdoctoral fellowship in the area of crystal plasticity finite element modeling

Submitted by HamidAbdolvand on

Applications are invited for a 2-year postdoc fellowship in the area of crystal plasticity finite element modeling of polycrystals. This position is a full-time position at the University of Western Ontario, Canada, and the selected applicant can start from September 2025. In addition, this position is extendable for another year, depending on the availability of funds and the applicant’s performance.

Ph.D. Position in Computational Materials Science for Battery Research at Harbin Institute of Technology, Shenzhen (HITsz)

Submitted by Zilin Yan on

Position Overview 

We invite applications for one Ph.D. position starting in September 2025, focusing on computational modeling of battery materials using at least one of the following methods: first-principles calculations (DFT), molecular dynamics (MD), and phase-field modeling. The research will target critical challenges in: 

1. Novel materials discovery for All-Solid-State Lithium Batteries and Solid Oxide Fuel Cells (SOFCs) using calculations;

Research Fellow position in Computational Fluid-Structure Interaction

Submitted by chenna on

We are hiring for the position of a research fellow in computational fluid-structure interaction.

As the research fellow, you will work on the MAPFSI project funded by the EPSRC, developing cutting-edge computational algorithms for challenging FSI problems.

Multiple funded (Direct) PhD positions at the University of Western Ontario, Canada

Submitted by HamidAbdolvand on

We have multiple (Direct) PhD positions in the field of micromechanics of metals and alloys. Our research focuses on the finite element modelling and diffraction-based characterization of deformation and fracture of polycrystalline materials. Currently our research themes include:

PhD position in solid/structural mechanics at Stony Brook University

Submitted by Paolo Celli on

At least one fully funded Ph.D. position is available in the Dynamic Structures Laboratory at Stony Brook University. The intended starting semester is Fall 2025.

The positions are in the general area of nonlinear mechanics and nonlinear dynamics of shape-morphing metamaterials and structures.

PhD openings in Computational Solid Mechanics and Methods at University of Kentucky

Submitted by H.Chen on

The Computational Mechanics and Methods (CM3) Group in the Department of Mechanical and Aerospace Engineering at the University of Kentucky is seeking highly self-motivated individuals who have great interest in the broad research areas of computational solid mechanics and methods, beginning Fall 2025. Interested individuals should send a detailed CV and official transcripts to Dr.

Postdoc Position in Computational Biomechanics

Submitted by Rika Carlsen on

We currently have one postdoctoral research position available in the Injury Biomechanics Laboratory at Robert Morris University in Pittsburgh, PA. This position involves the development of high-fidelity finite element head models and the design of computational studies to advance our understanding of blast-induced traumatic brain injury (TBI).  A Ph.D. in mechanical engineering, biomedical engineering, mechanics, or related field is required.