Hi! I am Shuvayan Brahmachary. I am a researcher working for Shell Technology Center Bengaluru, in the broad domain of scientific machine learning. Previously, I worked as postdoctoral researcher at the Technical University of Munich, Germany, under the supervision of Dr. Nils Thuerey (Jan. 2022- present). Previously, I have worked as a postdoc fellow in the Department of Aeronautics and Astronautics at Kyushu University, Japan, under the mentorship of Dr. Hideaki Ogawa (Sept. 2019 untill Sept. 2021) after having obtained my Ph.D from Indian Institute of Technology Guwahati in the Department of Mechanical Engineering under the guidance of Dr. Ganesh Natarajan and Prof. Niranjan Sahoo. My Ph.D thesis. title is “Finite Volume/Immersed Boundary Solvers for Compressible Flows: Development and Applications”.
Feel free to browse through the projects, publications and Jupyter Notebooks and email for queries. Have a good one!
Here’s my CV
Research Interest
- Computational Modelling:
- In-house non-conformal immersed boundary solver for high-speed flows
FoamExtendfor low-speed incompressible flows
- Machine Learning:
- Fluid flowfield reconstruction and fluid control
Phiflow - Reduced-order model assisted supervised learning as surrogates for aerodynamic shape optimisation
- Fluid flowfield reconstruction and fluid control
- Aerodynamic Shape Optimisation and Design:
- Surrogate Assisted Evolutionary Algo
SAEA, Non-Dominated Sorting AlgorithmNSGA-II Low-Fidelity Frameworkfor design and optimisation
- Surrogate Assisted Evolutionary Algo
- Reduced Order Modelling:
- Proper Orthogonal Decomposition
Contact
shuvayan.brahmachary@shell.com
b.shuvayan@gmail.com
Products and Technology
Shell Technology Center
Bengaluru, Karnataka, India
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