About
Mandal is an emerging researcher in the field of computational acoustics, biomedical ultrasound,
and photoacoustic imaging. His work primarily focuses on the development of advanced numerical methods
for modeling wave propagation in complex and heterogeneous media, with particular applications in medical
imaging and therapeutic ultrasound. Mandal’s research is centered around solving challenging wave equations
such as the Helmholtz equation and thermoacoustic wave equations using modern computational techniques.
He has made notable contributions to the development and optimization of the Born series formulation, in-
cluding GPU-accelerated implementations for large-scale and realistic media simulations. His work in this area
has enabled efficient modeling of acoustic fields in biomedical environments, significantly improving compu-
tational speed and accuracy. A key aspect of his research involves the integration of numerical frameworks
such as the finite-difference time-domain (FDTD) method and k-space pseudospectral methods for simulat-
ing ultrasonic and thermoacoustic wave propagation. His studies have provided comparative insights into
these techniques, enhancing their applicability in complex petrophysical and biological environments. Mandal
has also contributed extensively to photoacoustic imaging, particularly in the quantitative analysis of optical
absorption and elastic properties of biological tissues.
Skills & Expertise
Acoustics and Acoustic Engineering
Physics Informed Neural Network
Fractional Differential Equations
Finite Difference
Finite Element Analysis
Ultrasound
Photoacoustics
Research Interests
Computational Science
Neural Networks
Numerical Methods for PDEs (FDTD, FEM, Spectral Methods)
Hybrid Physics–Data Driven Modeling
Connect With Me
Experience
(Ph.D.) Senior Research Fellow
Assistant Research Scientist
JRF (Junior Research Fellow)
Education
Indian Institute of Information Technology Allahabad (IIIT-A)
University of Gour Banga
West Bengal State University (WBSU)
Projects
Comsol Multiphysics
Certificates & Licenses (1)
CSIR-UGC NET JRF PHYSICS
Awards & Achievements (1)
🏆 Junior Research Fellow
Professional Memberships (1)
Proceedings of SPIE European Conference on Biomedical Optics
Country: France
Invited Position (1)
Speaker
Role in Research Journals (5)
Reviewer
Reviewer
IJNRD
Reviewer
IJRAR
Reviewer
Editor
Publications (4)
This study presents a comprehensive numerical investigation of thermoacoustics (TA) wave propagation in the time domain using the Finite Difference Time Domain (FDTD) method, with a comparative analys...
Recently, physics-informed neural networks (PINNs) have become an encouraging computational approach to solving differential equations through the use of an explicit encoding of physical laws into the...
This study numerically solves inhomogeneous Helmholtz equations modeling acoustic wave propagation in homogeneous and lossless, absorbing and dispersive, and inhomogeneous and nonlinear media. The tra...
This paper gives a nonuniform formulation of the finite difference of the numerical simulation of the wave propagation in 2D. The proposed method, as opposed to classical methods that use uniform grid...
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