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Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink

The international journal of high performance computing applications, 2018-01, Vol.32 (1), p.61-73

2018

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MGEScan: a Galaxy-based system for identifying retrotransposons in genomes

Bioinformatics (Oxford, England), 2016-08, Vol.32 (16), p.2502-2504

2016

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Histone H3K18 & H3K23 acetylation directs establishment of MLL-mediated H3K4 methylation

The Journal of biological chemistry, 2024-08, Vol.300 (8), p.107527, Article 107527

2024

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Evaluating ARM HPC clusters for scientific workloads

Concurrency and computation, 2015-12, Vol.27 (17), p.5390-5410

2015

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Machine learning surrogates for molecular dynamics simulations of soft materials

Journal of computational science, 2020-04, Vol.42, p.101107, Article 101107

2020

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Parallel performance of molecular dynamics trajectory analysis

Concurrency and computation, 2020-10, Vol.32 (19), p.n/a

2020

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Solving Newton’s equations of motion with large timesteps using recurrent neural networks based operators

Machine learning: science and technology, 2022-06, Vol.3 (2), p.25002

2022

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Research on the Architecture and its Implementation for Instrumentation and Measurement Cloud

IEEE transactions on services computing, 2020-09, Vol.13 (5), p.944-957

2020

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Grey Forecast model for accurate recommendation in presence of data sparsity and correlation

Knowledge-based systems, 2014-10, Vol.69, p.179-190

2014

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Machine learning for parameter auto-tuning in molecular dynamics simulations: Efficient dynamics of ions near polarizable nanoparticles

The international journal of high performance computing applications, 2020-05, Vol.34 (3), p.357-374

2020

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Object Classifications by Image Super-Resolution Preprocessing for Convolutional Neural Networks

Advances in Science, Technology and Engineering Systems Journal (ASTESJ), 2020-04, Vol.5 (2), p.476-483

Fox, Geoffrey C

2020

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Deep Learning Approaches to Surrogates for Solving the Diffusion Equation for Mechanistic Real-World Simulations

Frontiers in physiology, 2021-06, Vol.12, p.667828-667828

2021

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Nowcasting Earthquakes: Imaging the Earthquake Cycle in California With Machine Learning

Earth and space science (Hoboken, N.J.), 2021-12, Vol.8 (12), p.n/a

2021

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Parallel and Distributed Computing, Applications and Technologies: 22nd International Conference, PDCAT 2021, Guangzhou, China, December 17-19, 2021, Proceedings

1, 2022

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Linking clinotypes to phenotypes and genotypes from laboratory test results in comprehensive physical exams

BMC medical informatics and decision making, 2021-02, Vol.21 (Suppl 3), p.51-12, Article 51

2021

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FAIR for AI: An interdisciplinary and international community building perspective

Scientific data, 2023-07, Vol.10 (1), p.487-10, Article 487

2023

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A Framework for Real Time Processing of Sensor Data in the Cloud

Journal of sensors, 2015-01, Vol.2015 (2015), p.1-11

2015

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Energy-efficient multisite offloading policy using Markov decision process for mobile cloud computing

Pervasive and mobile computing, 2016-04, Vol.27, p.75-89

2016

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Optimizing Earthquake Nowcasting With Machine Learning: The Role of Strain Hardening in the Earthquake Cycle

Earth and space science (Hoboken, N.J.), 2022-11, Vol.9 (11), p.e2022EA002343-n/a

2022

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Toward a modular and efficient distribution for Web servicehandlers

Concurrency and computation, 2013-03, Vol.25 (3), p.410-426

2013

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Benchmarking, Measuring, and Optimizing: Second BenchCouncil International Symposium, Bench 2019, Denver, CO, USA, November 14-16, 2019, Revised Selected Papers

1st ed. 2020., 2020

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Evaluation of Production Serverless Computing Environments

2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 2018, p.442-450

2018

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OSoMe: the IUNI observatory on social media

PeerJ. Computer science, 2016-10, Vol.2, p.e87, Article e87

2016

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Hybrid cloud and cluster computing paradigms for life science applications

BMC bioinformatics, 2010-12, Vol.11 Suppl 12 (S12), p.S3-S3, Article S3

2010

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Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink

MGEScan: a Galaxy-based system for identifying retrotransposons in genomes

Histone H3K18 & H3K23 acetylation directs establishment of MLL-mediated H3K4 methylation

Evaluating ARM HPC clusters for scientific workloads

Machine learning surrogates for molecular dynamics simulations of soft materials

Parallel performance of molecular dynamics trajectory analysis

Solving Newton’s equations of motion with large timesteps using recurrent neural networks based operators

Research on the Architecture and its Implementation for Instrumentation and Measurement Cloud

Grey Forecast model for accurate recommendation in presence of data sparsity and correlation

Machine learning for parameter auto-tuning in molecular dynamics simulations: Efficient dynamics of ions near polarizable nanoparticles

Object Classifications by Image Super-Resolution Preprocessing for Convolutional Neural Networks

Deep Learning Approaches to Surrogates for Solving the Diffusion Equation for Mechanistic Real-World Simulations

Nowcasting Earthquakes: Imaging the Earthquake Cycle in California With Machine Learning

Parallel and Distributed Computing, Applications and Technologies: 22nd International Conference, PDCAT 2021, Guangzhou, China, December 17-19, 2021, Proceedings

Linking clinotypes to phenotypes and genotypes from laboratory test results in comprehensive physical exams

An acetylation-mediated chromatin switch governs H3K4 methylation read-write capability

FAIR for AI: An interdisciplinary and international community building perspective

A Framework for Real Time Processing of Sensor Data in the Cloud

Energy-efficient multisite offloading policy using Markov decision process for mobile cloud computing

Optimizing Earthquake Nowcasting With Machine Learning: The Role of Strain Hardening in the Earthquake Cycle

Toward a modular and efficient distribution for Web servicehandlers

Benchmarking, Measuring, and Optimizing: Second BenchCouncil International Symposium, Bench 2019, Denver, CO, USA, November 14-16, 2019, Revised Selected Papers

Evaluation of Production Serverless Computing Environments

OSoMe: the IUNI observatory on social media

Hybrid cloud and cluster computing paradigms for life science applications

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