J. C. S. Kadupitiya

15 papers B 2Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2022 J jnl
SciSpot: Scientific Computing On Temporally Constrained Cloud Preemptible VMs.
IEEE Trans. Parallel Distributed Syst.
J. C. S. Kadupitiya, Vikram Jadhao, Prateek Sharma
2022 J jnl
Solving Newton's equations of motion with large timesteps using recurrent neural networks based operators.
Mach. Learn. Sci. Technol.
J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao
2021 J jnl
Designing Machine Learning Surrogates using Outputs of Molecular Dynamics Simulations as Soft Labels.
CoRR
J. C. S. Kadupitiya, Nasim Anousheh, Vikram Jadhao
2020 — conf
Integrating Machine Learning with HPC-driven Simulations for Enhanced Student Learning.
EduHPC@SC
Vikram Jadhao, J. C. S. Kadupitiya
2020 J jnl
Integrating Machine Learning with HPC-driven Simulations for Enhanced Student Learning.
CoRR
Vikram Jadhao, J. C. S. Kadupitiya
2020 J jnl
Machine learning for parameter auto-tuning in molecular dynamics simulations: Efficient dynamics of ions near polarizable nanoparticles.
Int. J. High Perform. Comput. Appl.
J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao
2020 J jnl
Machine learning surrogates for molecular dynamics simulations of soft materials.
J. Comput. Sci.
J. C. S. Kadupitiya, Fanbo Sun, Geoffrey C. Fox, Vikram Jadhao
2020 J jnl
Simulating Molecular Dynamics with Large Timesteps using Recurrent Neural Networks.
CoRR
J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao
2019 — conf
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation.
IPDPS Workshops
Geoffrey C. Fox, James A. Glazier, J. C. S. Kadupitiya, Vikram Jadhao, Minje Kim, Judy Qiu, James P. Sluka, Endre T. Somogyi, Madhav V. Marathe, Abhijin Adiga, Jiangzhuo Chen, Oliver Beckstein, Shantenu Jha
2019 J jnl
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation.
CoRR
Geoffrey C. Fox, James A. Glazier, J. C. S. Kadupitiya, Vikram Jadhao, Minje Kim, Judy Qiu, James P. Sluka, Endre T. Somogyi, Madhav V. Marathe, Abhijin Adiga, Jiangzhuo Chen, Oliver Beckstein, Shantenu Jha
2019 — conf
Machine Learning for Performance Enhancement of Molecular Dynamics Simulations.
ICCS (2)
J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao
2019 J jnl
Modeling Constrained Preemption Dynamics Of Transient Cloud Servers.
CoRR
Prateek Sharma, J. C. S. Kadupitiya, Vikram Jadhao
2017 B conf
Assessment and Error Identification of Answers to Mathematical Word Problems.
ICALT
J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias
2017 B conf
Automatic Assessment of Student Answers Consisting of Venn and Euler Diagrams.
ICALT
Diunuge Buddhika Wijesinghe, J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias
2016 — conf
Sinhala Short Sentence Similarity Calculation using Corpus-Based and Knowledge-Based Similarity Measures.
WSSANLP@COLING
J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias