Researcher: Numerical Methods and Algorithms for Multiphysic …, Mumbai

Job Description Roles&Responsibilities : For this profile, the focus is set on numerical modeling and simulations for Multiphysics problems which are of great importance for proper long-term functioning of Bosch products. At a top level the focus of this role would be towards implementing strategies for cross-scale description of the interaction of multi-phase fluids and metals in the direction of electrochemistry and fluid dynamics.You will need to leverage your profound knowledge of numerical methods and algorithms for solving PDEs to solve 2D/3D multi-physics models using numerical techniques along with the requisite scripting and programming. You'll parameterize and validate models with available data using optimization methods and multivariate statistics.For certain modelling tasks you'll combine physics-based models with data-based approaches for efficiency and accuracy gains. This is not the focus of this role, but good to have skill and might me sparingly useful. You will work in international teams and perform necessary development / implementation tasks to accomplish the research goals.Qualifications Educational qualification: MS/M. Tech, PhD from top Indian institutes (IITs, IISc etc.) or from top international institutes in Applied Mathematics, Mechanical Engg, Aerospace Engg, Engineering Physics or any other streams where the candidate has gained demonstrable knowledge of Numerical Methods and algorithms and it's application for solving PDEs.Experience : 3+ years Mandatory/requires Skills : Profound knowledge and experience of advanced numerical techniques like Finite element, Finite Volume and Finite difference methods, Discontinuous Galerkin method, Meshless methods, Arbitrary Lagrangian Eulerian methods for moving meshes. The list is non-exhaustive, the more methods and techniques one knows in depth the better. This is a non-negotiable skill. If your skill is all about modelling and coming up with the equations describing a system but the subsequent simulation using numerical methods is a secondary focus, this is not the right role for you. If you know only to use numerical methods via simulation tools like ANSYS, ABAQUs, COMSOL, OpenFOAM etc. and don't have in depth knowledge of the theory behind the methods this is not a right role for you. We are looking for candidates with deep understanding of numerical methods.Excellent coding skills in Python and C++ including version control (e.g. Git), software testing, linting is non -negotiable. We prefer candidates who has experience in writing codes for solvers and numerical simulations from scratch. Experience in the field of modeling and simulations forMultiphysics phenomena Knowledge of Partial Differential equations and Linear Algebra Knowledge and experience in Optimization methods Excellent communication and presentation skills Preferred Skills : Experience in Simulations using OpenFOAM and/or COMSOL Competent in application of Data analysis and machine learning techniques, preferably with PythonFamiliarity with high performance computing will be an added advantage.