Integration of multiscale simulations and machine learning for predicting dendritic microstructures in solidification of alloys
I am pleased to share our newest open-access article just published in #ActaMaterialia.
I am pleased to share our newest open-access article just published in #ActaMaterialia.
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.
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;
This is a reminder that our next monthly webinar is March 20, 3-4pm EDT. The speaker will be Youssef Marzouk from Massachusetts Institute of Technology.
Speaker: Youssef Marzouk, Massachusetts Institute of Technology
Title: Sampling and generative modeling using dynamical representations of transport
I am happy to share our paper: “Gradient flow based phase-field modeling using separable neural networks”, published in Computer Methods in Applied Mechanics and Engineering.
Multiscale.Sim coupled with Ansys Granta MI, offers a superior and faster solution to overcome your materials challenges ⇒ Read the article on Ansys Website
Abstract
While stacked objects are ubiquitous, there are few works devoted to modeling their dynamics. In a new paper “On the Dynamics of a Collapsing Stack of Blocks”, coauthored with Theresa Honein we use a generalized alpha numerical method developed by Capobianco et al [1] to simulate the collapse. The examples we consider include the Leaning Tower of Lyre and the collapse of a stack of blocks that is produced by harmonic excitation of a foundation.
Dear colleagues,
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.