- Location
- Hyderabad, Telangana
- Department
- Education
- Experience
- 1+ years
- Education
- PhD
Description
Postdoctoral Research Fellow
Research Positions
We are seeking a highly motivated Postdoctoral Research Fellow to work on ANRF (PMECRG) funded project on the development of high-fidelity computational and machine-learning frameworks for double-diffusive and salt-finger convection.
The research will combine: Geophysical flows (Double-diffusive convection: Salt-finger convection, Transport phenomena), High-Fidelity Computing, and Reduced-order modeling.
The position offers an opportunity to work at the intersection of fluid mechanics, numerical simulation, HPC, and machine learning.
Key Responsibilities
Development of high-fidelity numerical simulations of salt-finger and double-diffusive convection
Development and optimization of GPU-accelerated computational frameworks
High-performance DNS and large-scale numerical simulations
Development of machine-learning-based reduced-order models
Analysis of complex multiscale flow and transport phenomena
Integration of simulation data with ML/ROM frameworks
Scientific software development, automation, and large-scale data analysis
Eligibility Criteria
Essential
Ph.D. in Aerospace Engineering/Mechanical Engineering/Applied Mathematics, or a closely related discipline
Strong background in computational fluid dynamics and numerical methods
Demonstrated research experience in computational modelling of fluid flows
Desirable
At least 1 year of post-Ph.D. research experience in CFD
Experience with DNS or LES of complex flows
Strong understanding of turbulence and numerical methods
Proficiency in Modern Fortran and Python
Experience with Linux/Unix-based HPC environments
Exposure to parallel computing using MPI, OpenMP, and/or GPU computing
Experience with machine learning, reduced-order modelling, or data-driven methods
Ability to work independently as well as collaboratively in a multidisciplinary research environment
How To Apply
Interested candidates are invited to submit the following documents directly to PI at ([email protected]):
Latest CV
List of publications
Brief statement of research interests
Contact details of 2 referees
Principal InvestigatorDr. Manjul Sharma Assistant Professor Department of Mechanical & Aerospace Engineering Ecole Centrale School of Engineering Mahindra University, HyderabadWebsite: https://smanjul.com
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