Perumal Nithiarasu
Swansea University
H-index: 45
Europe-United Kingdom
Top articles of Perumal Nithiarasu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
In Memoriam: Professor Darrell W. Pepper–A Tribute to an Exceptional Engineering Educator and Researcher | Computational Thermal Sciences: An International Journal | Akshai K Runchal David B Carrington SA Sherif Wilson KS Chiu Jon P Longtin | 2024 |
Comparative study of Transformer-and LSTM-based machine learning methods for transient thermal field reconstruction | Computational Thermal Sciences: An International Journal | Wiera Bielajewa Michelle Tindall Perumal Nithiarasu | 2024 |
Multiscale computational study to predict the irradiation-induced change in engineering properties of fusion reactor materials | Nuclear Materials and Energy | Salahudeen Mohamed Giacomo Po Rhydian Lewis Perumal Nithiarasu | 2024/6/1 |
A physics-driven and machine learning-based digital twinning approach to transient thermal systems | International Journal of Numerical Methods for Heat & Fluid Flow | Armando Di Meglio Nicola Massarotti Perumal Nithiarasu | 2024/4/30 |
Quantifying the efficacy of voltage protocols in characterising ion channel kinetics: A novel information‐theoretic approach | International Journal for Numerical Methods in Biomedical Engineering | Matthew W Jennings Perumal Nithiarasu Sanjay Pant | 2024/3/27 |
Analysis of non-linear losses in a parallel plate thermoacoustic stack | International Journal of Numerical Methods for Heat & Fluid Flow | Armando Di Meglio Nicola Massarotti Samuel Rolland Perumal Nithiarasu | 2024/1/2 |
Stiff-PDEs and physics-informed neural networks | Prakhar Sharma Llion Evans Michelle Tindall Perumal Nithiarasu | 2023/6 | |
Dynamic modelling of geothermal heat pump system coupled with positive-energy building | Energy | Vittoria Battaglia Laura Vanoli Clara Verde Perumal Nithiarasu Justin R Searle | 2023/12/1 |
Hyperparameter selection for physics-informed neural networks (PINNs)–Application to discontinuous heat conduction problems | Numerical Heat Transfer, Part B: Fundamentals | Prakhar Sharma Llion Evans Michelle Tindall Perumal Nithiarasu | 2023/10/2 |
Orbital Learning: A Novel, Actively Orchestrated Decentralised Learning for Healthcare | Neeraj Kavan Chakshu Perumal Nithiarasu | 2023/7/25 | |
Automating fractional flow reserve (FFR) calculation from CT scans: A rapid workflow using unsupervised learning and computational fluid dynamics | International Journal for Numerical Methods in Biomedical Engineering | Neeraj Kavan Chakshu Jason M Carson Igor Sazonov Perumal Nithiarasu | 2022/3 |
Modelling ozone disinfection process for creating COVID-19 secure spaces | International Journal of Numerical Methods for Heat & Fluid Flow | HamidReza Tamaddon Jahromi Samuel Rolland Jason Jones Alberto Coccarelli Igor Sazonov | 2022/1/3 |
An AI based digital-twin for prioritising pneumonia patient treatment | Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine | Neeraj Kavan Chakshu Perumal Nithiarasu | 2022/11 |
Biofluid Dynamics | Chapter | P Nithiarasu | 2022 |
Predicting the airborne microbial transmission via human breath particles using a gated recurrent units neural network | International Journal of Numerical Methods for Heat & Fluid Flow | Hamid Reza Tamaddon Jahromi Igor Sazonov Jason Jones Alberto Coccarelli Samuel Rolland | 2022/7/20 |
High performance, microarchitected, compact heat exchanger enabled by 3D printing | Applied Thermal Engineering | Tisha Dixit Ebrahim Al-Hajri Manosh C Paul Perumal Nithiarasu S Kumar | 2022/6/25 |
Professor Kannahalli Narasimha Shastri Seetharamu–a tribute to an outstanding computational heat transfer expert | International Journal of Numerical Methods for Heat & Fluid Flow | Perumal Nithiarasu RW Lewis Hywel Thomas | 2022/4/19 |
DEEP LEARNING IN HEAT TRANSFER | Hamid Reza Tamaddon-Jahromi Neeraj Kavan Chakshu Hywel Thomas Perumal Nithiarasu | 2021 | |
A proof of concept study for machine learning application to stenosis detection | Medical & Biological Engineering & Computing | Gareth Jones Jim Parr Perumal Nithiarasu Sanjay Pant | 2021/10 |
Deep Neural Network for solving forward and inverse problems in heat transfer | Neeraj Kavan Chakshu Hamid Reza Tamaddon-Jahromi Perumal Nithiarasu | 2021 |
