JCS Kadupitiya
JCS Kadupitiya
Research Assistant
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Cited by
Cited by
Learning everywhere: Pervasive machine learning for effective high-performance computation
G Fox, JA Glazier, JCS Kadupitiya, V Jadhao, M Kim, J Qiu, JP Sluka, ...
2019 IEEE International Parallel and Distributed Processing Symposium …, 2019
Machine learning for parameter auto-tuning in molecular dynamics simulations: Efficient dynamics of ions near polarizable nanoparticles
JCS Kadupitiya, GC Fox, V Jadhao
The International Journal of High Performance Computing Applications 34 (3 …, 2020
Machine learning for performance enhancement of molecular dynamics simulations
JCS Kadupitiya, GC Fox, V Jadhao
International Conference on Computational Science, 116-130, 2019
Sinhala short sentence similarity calculation using corpus-based and knowledge-based similarity measures
JCS Kadupitiya, S Ranathunga, G Dias
Proceedings of the 6th Workshop on South and Southeast Asian Natural …, 2016
Machine learning surrogates for molecular dynamics simulations of soft materials
JCS Kadupitiya, F Sun, G Fox, V Jadhao
Journal of Computational Science 42, 101107, 2020
Optimizing RF energy harvester design for low power applications by integrating multi stage voltage doubler on patch antenna
JCS Kadupitiya, TN Abeythunga, P Ranathunga, DS De Silva
2015 8th international conference on Ubi-Media computing (UMEDIA), 335-338, 2015
Automated assessment of multi-step answers for mathematical word problems
JCS Kadupitiya, S Ranathunga, G Dias
2016 Sixteenth International Conference on Advances in ICT for Emerging …, 2016
Learning Everywhere: Pervasive machine learning for effective High-Performance computation: Application background
G Fox, JA Glazier, JCS Kadupitiya, V Jadhao, M Kim, J Qiu, JP Sluka, ...
Feb, 2019
Nanosphere electrostatics lab
JCS Kadupitiya, N Brunk, S Ali, GC Fox, V Jadhao
Ions in nanoconfinement
K Kadupitiya, N Anousheh, S Marru, GC Fox, V Jadhao
Machine learning for auto-tuning of simulation parameters in car-parrinello molecular dynamics
JC Kadupitige, G Fox, V Jadhao
APS March Meeting Abstracts 2019, K21. 010, 2019
Automatic assessment of student answers consisting of venn and euler diagrams
DB Wijesinghe, J Kadupitiya, S Ranathunga, G Dias
2017 IEEE 17th international conference on advanced learning technologies …, 2017
Deep Learning Based Integrators for Solving Newton's Equations with Large Timesteps
JCS Kadupitiya, GC Fox, V Jadhao
arXiv preprint arXiv:2004.06493, 2020
Nanoparticle shape lab
JCS Kadupitiya, NE Brunk, V Jadhao
Nanoparticle assembly lab
N Brunk, JCS Kadupitiya, M Uchida, T Douglas, V Jadhao
Recurrent Neural Networks Based Integrators for Molecular Dynamics Simulations
JCS Kadupitiya, G Fox, V Jadhao
Bulletin of the American Physical Society 65, 2020
Assessment and error identification of answers to mathematical word problems
JCS Kadupitiya, S Ranathunga, G Dias
2017 IEEE 17th International Conference on Advanced Learning Technologies …, 2017
Designing Surface Charge Patterns for Shape Control of Deformable Nanoparticles
NE Brunk, JCS Kadupitiya, V Jadhao
Physical Review Letters 125 (24), 248001, 2020
Integrating Machine Learning with HPC-driven Simulations for Enhanced Student Learning
V Jadhao, JCS Kadupitiya
2020 IEEE/ACM Workshop on Education for High-Performance Computing (EduHPC …, 2020
Modeling The Temporally Constrained Preemptions of Transient Cloud VMs
JCS Kadupitige, V Jadhao, P Sharma
Proceedings of the 29th International Symposium on High-Performance Parallel …, 2020
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