Postdoctoral Researcher AI

Amrita Vishwa Vidyapeetham; Bengaluru; On-site; INR 750,000 - 1,100,000; Full time

Job summary

The Computational Science Lab (CSL) at Amrita Vishwa Vidyapeetham, Bengaluru Campus, invites applications for Postdoctoral Researcher positions in AI-Driven Computational Science. The role focuses on developing AI-enabled methodologies for PDE-based problems and digital twins.

Researchers will work at the intersection of Applied Mathematics, Scientific Computing, AI, and Engineering, with emphasis on Scientific ML, PINNs, Neural Operators, FEM, CFD, and HPC.

Qualifications

• Candidates should hold a PhD in Mathematics, Applied Mathematics, Computational Science, Physics, Engineering, Computer Science, or a closely related discipline, with a strong research and publication record.
• Experience in Python/MATLAB, numerical methods, FEM, machine learning/deep learning, PINNs, neural operators, CFD, or HPC will be an advantage.

Responsibilities

• The selected researchers will work at the intersection of Applied Mathematics, Scientific Computing, Artificial Intelligence, and Engineering, developing advanced computational and AI-enabled methodologies for challenging PDE-based problems.
• Join CSL @ Amrita Bengaluru and contribute to the next generation of AI-integrated computational science-from mathematical models to intelligent digital twins.

Skills

Python

Machine Learning

FEM

Numerical PDEs

Education

PhD in Mathematics/Applied Mathematics/Computational Science/Physics/Engineering/CS

Tools

MATLAB

CFD Packages

HPC

Job description

Job Summary

The Computational Science Lab (CSL), Amrita Vishwa Vidyapeetham, Bengaluru Campus, invites applications for Postdoctoral Researcher positions in AI-Driven Computational Science.

Responsibilities

• The selected researchers will work at the intersection of Applied Mathematics, Scientific Computing, Artificial Intelligence, and Engineering, developing advanced computational and AI-enabled methodologies for challenging PDE-based problems.
• Key research areas include
  • Scientific Machine Learning
  • Physics-Informed Neural Networks (PINNs)
  • Neural Operators (DeepONet/FNO)
  • AI/LLM-assisted Scientific Computing
  • Finite Element Methods (FEM)
  • Numerical PDEs
  • Computational Fluid Dynamics
  • Heat and Mass Transfer
  • Multiphysics Modelling
  • Digital Twins
  • Inverse Problems
  • Optimization
  • Biomedical Modelling
  • Computational Electromagnetics, and High-Performance Computing (HPC)

Requirements

• Candidates should hold a PhD in Mathematics, Applied Mathematics, Computational Science, Physics, Engineering, Computer Science, or a closely related discipline, with a strong research and publication record.
• Experience in Python/MATLAB, numerical methods, FEM, machine learning/deep learning, PINNs, neural operators, CFD, or HPC will be an advantage.

Overview

Join CSL @ Amrita Bengaluru and contribute to the next generation of AI-integrated computational science-from mathematical models to intelligent digital twins.

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