Portrait of Dr. Vikas Dwivedi

Dr. Vikas Dwivedi

Postdoctoral Researcher
CREATIS Biomedical Imaging Laboratory, INSA-Lyon, France
Scientific machine learning and physics-informed AI, with applications in biomedical imaging and computational fluid dynamics.
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About

I am a Postdoctoral Researcher at CREATIS Biomedical Imaging Laboratory, INSA-Lyon, France, working on scientific machine learning for forward and inverse PDE problems, with applications in computational fluid dynamics and medical imaging. I completed my M.Tech from IIT Delhi and Ph.D. from IIT Madras under the supervision of Prof. Balaji Srinivasan.

I have over 2 years of industry experience as a Data Scientist at Vunet Systems and almost 3 years of postdoctoral research experience across India, the United States, and France. I was also awarded the Best PhD Thesis Award in Data Science by IIT Madras.

Google Scholar

For the complete and most up-to-date publication list, see my Google Scholar profile.

Citations 770
h-index 8
i10-index 8
View complete publication list →

Selected Publications

Scientific Machine Learning & Physics-Informed AI

Forward, inverse, and parametric PDE problems.

Physics-informed learning PDE solvers Meta-learning

Biomedical Imaging

Physics-informed medical image analysis.

Medical imaging Image segmentation
Weakly supervised 3D image segmentation without training masks.

ML Conference & Workshop Papers

Scientific machine learning, PDE solvers, hemodynamics, inverse problems, sustainable Scientific ML, and atmospheric applications.

ICLR AI&PDE OPT ACM CODS ICPR