Sotabase

Career

· Doctor of Philosophy - PhD, Zoology, University of Mumbai2004–2008
· Professor And Head Of Zoology, Sophia College for Women (Empowered Autonomous), Mumbai (Current)1992–
· Master's degree, Zoology - Animal Physiology, First Class, Wilson College Chowpatty Mumbai 400 0071989–1991
· B.Sc. in Zoology & Biochemistry, Science, First Class with Distinction, St. Xavier's College1986–1989

Publications (57)

Uncovering near-wall blood flow from sparse data with physics-informed neural networks
The Physics of Fluids · 2021
232
cited
A Framework for Megascale Agent Based Model Simulations on Graphics Processing Units
Journal of Artificial Societies and Social Simulation · 2008
121
cited
Super-resolution and denoising of 4D-Flow MRI using physics-Informed deep neural nets
Comput. Methods Programs Biomed. · 2020
109
cited
State-of-the-Art in Retinal Optical Coherence Tomography Image Analysis
Quantitative Imaging in Medicine and Surgery · 2014
66
cited
SUGARSCAPE ON STEROIDS : SIMULATING OVER A MILLION AGENTS
2007
62
cited
Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation
Journal of Computational Physics · 2022
61
cited
Merging computational fluid dynamics and 4D Flow MRI using proper orthogonal decomposition and ridge regression.
Journal of Biomechanics · 2017
53
cited
Data-parallel algorithms for agent-based model simulation of tuberculosis on graphics processing units
Spring Simulation Multiconference · 2009
51
cited
Object Detection to Assist Visually Impaired People: A Deep Neural Network Adventure
International Symposium on Visual Computing · 2018
51
cited
Sparse and low rank decomposition based batch image alignment for speckle reduction of retinal OCT images
IEEE International Symposium on Biomedical Imaging · 2014
47
cited
Involuntary eye motion correction in retinal optical coherence tomography: Hardware or software solution?
Medical Image Anal. · 2017
44
cited
Multi-Modal Medical Image Registration with Full or Partial Data: A Manifold Learning Approach
Journal of Imaging · 2018
43
cited
Denoising and spatial resolution enhancement of 4D flow MRI using proper orthogonal decomposition and lasso regularization
Comput. Medical Imaging Graph. · 2018
33
cited
Integrating multi-fidelity blood flow data with reduced-order data assimilation
Comput. Biol. Medicine · 2021
32
cited
Accelerating the Gillespie Exact Stochastic Simulation Algorithm Using Hybrid Parallel Execution on Graphics Processing Units
PLoS ONE · 2012
31
cited
A comparative study on the application of SIFT, SURF, BRIEF and ORB for 3D surface reconstruction of electron microscopy images
Comput. methods Biomech. Biomed. Eng. Imaging Vis. · 2018
30
cited
Study of contact angle hysteresis using the Cellular Potts Model.
Physical Chemistry, Chemical Physics - PCCP · 2013
30
cited
Parallelizing the Cellular Potts Model on graphics processing units
Computer Physics Communications · 2011
29
cited
Application of Independent Component Analysis Techniques in Speckle Noise Reduction of Retinal OCT Images.
Optik (Stuttgart) · 2016
28
cited
Toward optimal spatial and spectral quality in widefield infrared spectromicroscopy of IR labelled single cells.
In Analysis · 2013
28
cited
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Roshan D'Souza | Researcher Profile | Sotabase | Sotabase