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Combining Advance AI with physics-based models (hybrid models)
My research work is published in peer-reviewed journals (Google Scholar and ORCID) for perusal.
Author
Mandar Tabib
Senior Scientist, SINTEF, Norway.
SINTEF
Norway
2 profile visitsPotential applicant for a funded RTDI project
Combining AI with fluid dynamics or physics-based models for developing digital tools and digital twin enabler for clean energy.
My organisation
At SINTEF, we are one of Europe's largest independent research organizations, committed to driving innovation and sustainable development across various sectors. Our multidisciplinary teams collaborate closely with industry partners, academia, and government entities to develop cutting-edge technologies and solutions that address global challenges. With a strong focus on applied research, we aim to bridge the gap between new ideas and practical applications, fostering advancements in areas such as energy, health, and materials science. Together, we are shaping a better future through excellence in research and innovation.
About me
My research at SINTEF, Norway involves combining AI with fluid dynamics for developing digital tools and digital twin enabler to enable design, operation and maintenance of processes related to Clean Energy.
My work in field of Renewable energy (Wind energy, Geothermal Drilling) & CO2 capture with power generation and multi-phase reactor design can be viewed on my Google scholar or ORCID ID: 0000-0002-5836-9201 .
I did my Ph.D. from Institute of Chemical Technology, India where i applied fluid dynamics and unsupervised machine learning for identifying dominant flow structures and their impact on process design.
Additional questions
I am interested in the following CETPartnership thematic areas:
develop the optimised, integrated European net-zero emissions energy systemdevelop a pool of zero-emission power technologies and solutions based on Renewable Energy Sourcesprovide technological cleaner solutions for hydrogen and renewable fuelsprovide technological cleaner solutions for CCS (Carbon Capture and Storage) and CCU (Carbon Capture and Utilisation)