Perumal Nithiarasu | Scholar Profiles and Rankings

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Orbital learning: a novel, actively orchestrated decentralised learning for healthcare (journal article) Chakshu, Neeraj Kavan \| Nithiarasu, Perumal Scientific Reports, volume 14, issue 1 (2024). 10.1038/s41598-024-60915-9 Cite \| Source
Quantifying the efficacy of voltage protocols in characterising ion channel kinetics: A novel information‐theoretic approach (journal article) Jennings, Matthew W. \| Nithiarasu, Perumal \| Pant, Sanjay International Journal for Numerical Methods in Biomedical Engineering, volume 40, issue 5 (2024). 10.1002/cnm.3815 Cite \| Source
A physics-driven and machine learning-based digital twinning approach to transient thermal systems (journal article) Di Meglio, Armando \| Massarotti, Nicola \| Nithiarasu, Perumal International Journal of Numerical Methods for Heat & Fluid Flow (2024). 10.1108/HFF-10-2023-0616 Cited by (3) \| Cite \| Source
Analysis of non-linear losses in a parallel plate thermoacoustic stack (journal article) Di Meglio, Armando \| Massarotti, Nicola \| Rolland, Samuel \| Nithiarasu, Perumal International Journal of Numerical Methods for Heat & Fluid Flow, volume 34, issue 1, pages 353-377 (2024). 10.1108/HFF-02-2023-0071 Cited by (1) \| Cite \| Source
COMPARATIVE STUDY OF TRANSFORMER- AND LSTM-BASED MACHINE LEARNING METHODS FOR TRANSIENT THERMAL FIELD RECONSTRUCTION (journal article) Bielajewa, Wiera \| Tindall, Michelle \| Nithiarasu, Perumal Computational Thermal Sciences: An International Journal, volume 16, issue 3, pages 89-111 (2024). 10.1615/ComputThermalScien.2023049936 Cite \| Source
Hyperparameter selection for physics-informed neural networks (PINNs) – Application to discontinuous heat conduction problems (journal article) Sharma, Prakhar \| Evans, Llion \| Tindall, Michelle \| Nithiarasu, Perumal Numerical Heat Transfer, Part B: Fundamentals (2023). 10.1080/10407790.2023.2264489 Cited by (1) \| Cite \| Source
Stiff-PDEs and Physics-Informed Neural Networks (journal article) Sharma, Prakhar \| Evans, Llion \| Tindall, Michelle \| Nithiarasu, Perumal Archives of Computational Methods in Engineering (2023). 10.1007/s11831-023-09890-4 Cited by (4) \| Cite \| Source
An AI based digital-twin for prioritising pneumonia patient treatment (journal article) Chakshu, Neeraj Kavan \| Nithiarasu, Perumal Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, volume 236, issue 11, pages 1662-1674 (2022). 10.1177/09544119221123431 Cited by (6) \| Cite \| Source
Predicting the airborne microbial transmission via human breath particles using a gated recurrent units neural network (journal article) Tamaddon Jahromi, Hamid Reza \| Sazonov, Igor \| Jones, Jason \| Coccarelli, Alberto \| Rolland, Samuel \| Chakshu, Neeraj Kavan \| Thomas, Hywel \| Nithiarasu, Perumal International Journal of Numerical Methods for Heat & Fluid Flow, volume 32, issue 9, pages 2964-2981 (2022). 10.1108/HFF-07-2021-0498 Cited by (5) \| Cite \| Source
High performance, microarchitected, compact heat exchanger enabled by 3D printing (journal article) Dixit, Tisha \| Al-Hajri, Ebrahim \| Paul, Manosh C \| Nithiarasu, Perumal \| Kumar, S. Applied Thermal Engineering, volume 210 (2022). 10.1016/j.applthermaleng.2022.118339 Cited by (82) \| Cite \| Source
Automating fractional flow reserve (FFR) calculation from CT scans: A rapid workflow using unsupervised learning and computational fluid dynamics (journal article) Chakshu, Neeraj Kavan \| Carson, Jason M. \| Sazonov, Igor \| Nithiarasu, Perumal International Journal for Numerical Methods in Biomedical Engineering, volume 38, issue 3 (2022). 10.1002/cnm.3559 Cited by (2) \| Cite \| Source
Modelling ozone disinfection process for creating COVID-19 secure spaces (journal article) Tamaddon Jahromi, HamidReza \| Rolland, Samuel \| Jones, Jason \| Coccarelli, Alberto \| Sazonov, Igor \| Kershaw, Chris \| Tizaoui, Chedly \| Holliman, Peter \| Worsley, David \| Thomas, Hywel \| Nithiarasu, Perumal International Journal of Numerical Methods for Heat & Fluid Flow, volume 32, issue 1, pages 353-363 (2022). 10.1108/HFF-12-2020-0797 Cited by (7) \| Cite \| Source
Modelling Ozone Disinfection to Prevent Covid-19 Transmission (book chapter) In Progress in Industrial Mathematics at ECMI 2021 Rolland, Sam \| Jahromi, Hamid Tamaddon \| Jones, Jason \| Coccarelli, Alberto \| Sazonov, Igor \| Kershaw, Chris \| Tizaoui, Chedly \| Holliman, Peter \| Worsley, David \| Thomas, Hywel \| Nithiarasu, Perumal Springer International Publishing (2022) 10.1007/978-3-031-11818-0_69 Cite \| Source
DEEP LEARNING IN HEAT TRANSFER (journal article) Tamaddon-Jahromi, Hamid Reza \| Chakshu, Neeraj Kavan \| Thomas, Hywel \| Nithiarasu, Perumal Annual Review of Heat Transfer, volume 24, issue 1, pages 271-301 (2022). 10.1615/AnnualRevHeatTransfer.2022042131 Cite \| Source
Deep Neural Network for solving forward and inverse problems in heat transfer (conference) Chakshu, Neeraj Kavan \| Tamaddon-Jahromi, Hamid Reza \| Nithiarasu, Perumal Proceedings of the 26thNational and 4th International ISHMT-ASTFE Heat and Mass Transfer Conference December 17-20, 2021, IIT Madras, Chennai-600036, Tamil Nadu, India (2021) Chennai, India 10.1615/IHMTC-2021.1130 Cite \| Source
Biomechanics of cells and subcellular components: A comprehensive review of computational models and applications (journal article) Wang, Chengyuan \| Li, Si \| Ademiloye, Adesola S. \| Nithiarasu, Perumal International Journal for Numerical Methods in Biomedical Engineering, volume 37, issue 12 (2021). 10.1002/cnm.3520 Cited by (11) \| Cite \| Source
Machine learning for detection of stenoses and aneurysms: application in a physiologically realistic virtual patient database (journal article) Jones, G. \| Parr, J. \| Nithiarasu, P. \| Pant, S. Biomechanics and Modeling in Mechanobiology, volume 20, issue 6, pages 2097-2146 (2021). 10.1007/s10237-021-01497-7 Cited by (19) \| Cite \| Source
A proof of concept study for machine learning application to stenosis detection (journal article) Jones, Gareth \| Parr, Jim \| Nithiarasu, Perumal \| Pant, Sanjay Medical & Biological Engineering & Computing, volume 59, issue 10, pages 2085-2114 (2021). 10.1007/s11517-021-02424-9 Cited by (6) \| Cite \| Source
A physiologically realistic virtual patient database for the study of arterial haemodynamics (journal article) Jones, Gareth \| Parr, Jim \| Nithiarasu, Perumal \| Pant, Sanjay International Journal for Numerical Methods in Biomedical Engineering, volume 37, issue 10 (2021). 10.1002/cnm.3497 Cited by (10) \| Cite \| Source
Deep learning or interpolation for inverse modelling of heat and fluid flow problems? (journal article) Löhner, Rainald \| Antil, Harbir \| Tamaddon-Jahromi, Hamid \| Chakshu, Neeraj Kavan \| Nithiarasu, Perumal International Journal of Numerical Methods for Heat & Fluid Flow, volume 31, issue 9, pages 3036-3046 (2021). 10.1108/HFF-11-2020-0684 Cited by (12) \| Cite \| Source