Research | mysite

Computational Electromagnetics - Stochastic FEM & FDTD.
Quantum Algorithms for Solving Partial Differential Equations
Method of moments - Fast matrix computations and parallelization.
Finite Difference Time Domain approach to estimate High frequency high amplitude EM interference on package boards and circuits.
Inverse problems in Microwave Imaging for breast cancer detection.
Machine Learning approach to forward solvers and inverse solvers.
Robotics - Autonomous air, sea, undersea, and land vehicles. Neural network modeling of cognitive functions. Computational Design of Robots etc.

R. Kiran and K. J. Vinoy, "Stochastic Methods in Time Domain Electromagnetic Computations," Dept. of ECE, IISc Bangalore. PDF

R. Kiran and K. J. Vinoy, "A Reduced Order PCE based Time Domain Method for Large Uncertainties," IEEE Transactions on Antennas and Propagation, 2023. DOI: 10.1109/TAP.2023.3260585. PDF
R. Kiran and K. J. Vinoy, "A Stochastic Radial Point Interpolation Method for Wideband Uncertainty Analysis," IEEE Antennas and Wireless Propagation Letters, 2021, DOI: 10.1109/LAWP.2021.3095913. PDF
R. Kiran, B. N. Abhijith, K. J. Vinoy, "A Meshless Time-Domain Method for Geometric Uncertainty Quantification," IEEE Journal on Multiscale and Multiphysics Computational Techniques, 2025, DOI: 10.1109/JMMCT.2025.3603902. PDF
A. G. Nair and R. Kiran, "Classification and Flooding Potential Assessment of Subbasins of a Tropical River Using Cluster Algorithms," Journal of Flood Risk Management, 2025, DOI: 10.1111/jfr3.70079. PDF

3D Inverse Electromagnetic Solver using Deep Neural Network towards Breast Cancer Detection, Veena Suresh and Kiran R, 2018 IEEE Recent Advances in Intelligent Computational Systems. PDF
Dynamic Obstacle Avoidance For A Quadrotor Using Collision Cone Approach, Chris Mathews Narekattu, Sreeja. S, Dr. V. R. Jisha, Kiran. R, Gokulnath. K, Second IEEE International Conference on Intelligent Computing and Control Systems. PDF
An FDTD Method for the Transient Terminal Response of a PCB Trace Illuminated by an Electromagnetic Wave. Springer COMNET 2019. PDF
Analysis of Electromagnetic Field Variance in Random PCB Model Using 2D Stochastic FDTD. Springer COMNET 2019. PDF
A Stochastic Radial Point Interpolation Method for Uncertainty Analysis in Geometry, 2023 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), Winnipeg, CANADA.