Looking for a Postdoctoral Fellow working with Professor Wing Kam Liu of Northwestern University
Details of Position: We invite applications for full-time postdoctoral research associate to explore the interplay between deep/machine learning and computational science and engineering. The application must have excellent communication, writing, and presentation skills. The candidate will work with a multidisciplinary team to develop Mechanistic Computational Intelligence (MCI) – from theoretical development to technology transfer, specifically, the emerging engineering software 2.0. An example that we are researching is the convolutional hierarchical deep neural network (C-HIDENN) technology that unifies learning, calibration, inverse design, and solving (e.g., integration into the finite element and finite volume commercial software).
- Theoretical and applied mechanics and mathematics
- Linear and nonlinear finite element and meshfree methods
- Programming (Python, C++) and algorithm development
- Experience with ANSYS and user integration through MAPDL and/or similar experience with 3DS.COM/SIMULIA
- Scientific machine learning and parallel computing using both CPU and GPU
Minimum Qualifications: PhD or MS with industrial experience in Computational Engineering with machine learning background
Application process: please send the following documents to Professor Wing Kam Liu
Compensation and benefits: This will be initially a one-year appointment with the option for extension based on performance. The compensation and benefits can be found at: https://postdocs.northwestern.edu/for-administrators/compensation.html.
Application Procedure: Please send an email expressing your interest, together with a cover letter, CV, 2-3 representing papers, and names and contacts for three references to Prof. Wing Kam Liu (). Reviews of applications will continue until the position is filled.
Contact Information: Prof. Wing Kam Liu ()