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Vikram Jadhao
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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
SciSpot: Scientific Computing On Temporally Constrained Cloud Preemptible VMs. IEEE Trans. Parallel Distributed Syst. 33(12): 3575-3588 (2022) - 2021
- [c5]Prateek Sharma, Vikram Jadhao:
Molecular Dynamics Simulations on Cloud Computing and Machine Learning Platforms. CLOUD 2021: 751-753 - [i6]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) - [i5]Prateek Sharma, Vikram Jadhao:
Molecular Dynamics Simulations on Cloud Computing and Machine Learning Platforms. CoRR abs/2111.06466 (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
Machine learning surrogates for molecular dynamics simulations of soft materials. J. Comput. Sci. 42: 101107 (2020) - [c4]J. C. S. Kadupitige, Vikram Jadhao, Prateek Sharma:
Modeling The Temporally Constrained Preemptions of Transient Cloud VMs. HPDC 2020: 41-52 - [c3]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
- [c2]J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao
Machine Learning for Performance Enhancement of Molecular Dynamics Simulations. ICCS (2) 2019: 116-130 - [c1]Geoffrey C. Fox, James A. Glazier, J. C. S. Kadupitiya, Vikram Jadhao, Minje Kim, Judy Qiu, James P. Sluka
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)
Coauthor Index
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