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ORCIDJ. C. S. Kadupitiya
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2020 – today
- 2022
[j4]J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao
:
Solving Newton's equations of motion with large timesteps using recurrent neural networks based operators. Mach. Learn. Sci. Technol. 3(2): 25002 (2022)- [j3]J. C. S. Kadupitiya, Vikram Jadhao, Prateek Sharma:
SciSpot: Scientific Computing On Temporally Constrained Cloud Preemptible VMs. IEEE Trans. Parallel Distributed Syst. 33(12): 3575-3588 (2022) - 2021
- [i5]J. C. S. Kadupitiya, Nasim Anousheh, Vikram Jadhao:
Designing Machine Learning Surrogates using Outputs of Molecular Dynamics Simulations as Soft Labels. CoRR abs/2110.14714 (2021) - 2020
- [j2]J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao:
Machine learning for parameter auto-tuning in molecular dynamics simulations: Efficient dynamics of ions near polarizable nanoparticles. Int. J. High Perform. Comput. Appl. 34(3) (2020) - [j1]J. C. S. Kadupitiya, Fanbo Sun, Geoffrey C. Fox, Vikram Jadhao:
Machine learning surrogates for molecular dynamics simulations of soft materials. J. Comput. Sci. 42: 101107 (2020) - [c6]Vikram Jadhao, J. C. S. Kadupitiya:
Integrating Machine Learning with HPC-driven Simulations for Enhanced Student Learning. EduHPC@SC 2020: 25-34 - [i4]J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao:
Simulating Molecular Dynamics with Large Timesteps using Recurrent Neural Networks. CoRR abs/2004.06493 (2020) - [i3]Vikram Jadhao, J. C. S. Kadupitiya:
Integrating Machine Learning with HPC-driven Simulations for Enhanced Student Learning. CoRR abs/2008.13518 (2020)
2010 – 2019
- 2019
- [c5]J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao:
Machine Learning for Performance Enhancement of Molecular Dynamics Simulations. ICCS (2) 2019: 116-130 - [c4]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:
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation. IPDPS Workshops 2019: 422-429 - [i2]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:
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation. CoRR abs/1902.10810 (2019) - [i1]Prateek Sharma, J. C. S. Kadupitiya, Vikram Jadhao:
Modeling Constrained Preemption Dynamics Of Transient Cloud Servers. CoRR abs/1911.05160 (2019) - 2017
- [c3]J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias:
Assessment and Error Identification of Answers to Mathematical Word Problems. ICALT 2017: 55-59 - [c2]Diunuge Buddhika Wijesinghe, J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias:
Automatic Assessment of Student Answers Consisting of Venn and Euler Diagrams. ICALT 2017: 243-247 - 2016
- [c1]J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias:
Sinhala Short Sentence Similarity Calculation using Corpus-Based and Knowledge-Based Similarity Measures. WSSANLP@COLING 2016: 44-53
Coauthor Index
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