There is one open Ph.D. position fully funded in the Multiscale Modeling of Materials and Machine Learning (M4L) Laboratory at Villanova University. The position starts as early as Spring 2022. The successful applicant will work with Dr. David Cereceda on interdisciplinary research topics that involve Computational Mechanics, Multiscale Modeling of Materials and Machine Learning.
Are you interested in contributing to development of metallic components for wind energy?
If so, the department of Wind Energy invites applicants for a postdoc position in the area of multi-physics weld modeling of large-scale cast iron components for wind turbines.
To read more and apply for the Postdoc position visit the following link and use the “Apply online” button. (Deadline Oct. 15, 2021)
Dear colleagues,
"2022 Xi'an SPHERIC International Workshop" will be held at Northwestern Polytechnical University in Xi'an, China during March 28th - April 2nd of 2022.
It is an great honor to invite you to the 2022 Xi'an SPHERIC International Workshop (SPHERIC Xi'an 2022).
Dear Colleagues,
I am writing to share an article titled, "Machine-learned prediction of the electronic fields in a crystal", co-authored by Ying-Shi Teh, Professor Kaushik Bhattacharya and myself. The article is published in the journal Mechanics of Materials. Link to the article: https://doi.org/10.1016/j.mechmat.2021.104070
Second nearest neighbor modified embedded-atom method (2NN-MEAM) interatomic potentials are developed for binary aluminum (Al) alloys applicable from room temperature to the melting point. The binary alloys studied in this work are Al-Cu, Al-Fe and Al-Ni. Sensitivity and uncertainty analyses are performed on potential parameters based on the perturbation approach.
Link to the paper - PINN-Poroelasticity
If you are interested in physics informed neural networks (PINNs) and coupled single and multiphase flow in porous media, please check out our work below:
- We find it challenging to solve coupled poroelasticity relations using PINNs (data-free).
The Department of Civil and Environmental Engineering at the University of Pittsburgh invites applications for tenure-track faculty positions and an appointment-track (non-tenure-track) faculty position effective September 1, 2022. Preference will be given to appointees at the Assistant Professor level, but applicants with outstanding credentials will be considered at other levels.
The Department of Civil, Environmental, and Geo- Engineering at the University of Minnesota seeks applications for a tenure-track faculty position in structural engineering focused on modeling and computational methods. We are interested in applicants with strong core fundamentals in science and engineering that allow them to move easily across disciplinary boundaries and work collaboratively to solve complex problems of local and global interests.
Two postdoctoral positions are available in Israel for one year, with the possibility
of renewal for up to three years. The projects will be conducted in AU and BGU, under close collaboration, and will be jointly mentored by Dr. Pavel Trapper (BGU) and Dr.
Avshalom Ganz (AU).
Research:
Research topics include:
1. Improving stability and durability of submarine transport pipeline free spans:
