Vaishali Ravishankar
Scientific Researcher @Fraunhofer Scai
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WORK HISTORY
Scientific Researcher @Fraunhofer Scai
Sankt Augustin, DE
Research group: Numerical Data-Driven Prediction - Implemented constrained Bayesian Optimization for single and multi objective black box design problems encountered in aerospace applications- Conducted data analysis using PyVista and in-house dimensionality reduction and visualization tools, to extract patterns and insights from complex engineering datasets- Integrated CFD workflow automation with Paraview scripting, Python, and batch processing for streamlined data analysis, and optimized resource allocation for large-scale fluid dynamics simulations- Developed and applied Graph and Convolutional Neural Networks to enhance predictions in CFD simulations- Evaluated LLMs for their effectiveness in understanding and processing mesh data, exploring their potential for automation and optimization in CFD and FEA workflows.
EDUCATION
Technical University of Munich
Master of Science - MS
Indian Institute of Information Technology Design & Manufacturing Kancheepuram
Bachelor of Technology
Technical University of Munich
Master of Science - MS
ABOUT VAISHALI RAVISHANKAR
As a Mechanical Engineer with a Master\'s in Computational Science, I specialize in…
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