282 Publications (Page 1 of 12)
2023
FAIR for AI: An interdisciplinary and international community building perspective. Scientific Data
. | Journal Article
 
MVAM: Multi-variant Attacks on Memory for IoT Trust Computing
2022
Earthquake Nowcasting with Deep Learning
GeoHazards. | Journal Article
 
Scientific machine learning benchmarks
Thiyagalingam, Jeyan⋅Shankar, Mallikarjun⋅Fox, Geoffrey and Hey, Tony
Nature Reviews Physics. | Journal Article
2021
FURY: advanced scientific visualization
Journal of Open Source Software. | Journal Article
 
Stochastic gradient descent‐based support vector machines training optimization on Big Data and HPC frameworks
Concurrency and Computation: Practice and Experience. | Journal Article
2020
Deep Learning Based Integrators for Solving Newton's Equations with Large Timesteps
Kadupitiya, JCS⋅Fox, Geoffrey C and Jadhao, Vikram
2020-04-12. | Journal Article
 
Machine learning for parameter auto-tuning in molecular dynamics simulations: Efficient dynamics of ions near polarizable nanoparticles
Kadupitiya, JCS⋅Kadupitiya, JCS⋅Fox, Geoffrey C⋅Fox, Geoffrey C⋅Jadhao, Vikram and Jadhao, Vikram
The International Journal of High Performance Computing Applications, vol. 34, (no. 3), pp. 374, 20200500. | Journal Article
 
Machine learning surrogates for molecular dynamics simulations of soft materials
Kadupitiya, J.C.S⋅Kadupitiya, J.C.S⋅Sun, Fanbo⋅Sun, Fanbo⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Jadhao, Vikram and Jadhao, Vikram
Journal of Computational Science, vol. 42, pp. 101107, April 2020. | Journal Article
 
Object Classifications by Image Super-Resolution Preprocessing for Convolutional Neural Networks
Fox, Geoffrey C
Advances in Science, Technology and Engineering Systems Journal, vol. 5, (no. 2), pp. 483, 2020-00-00. | Journal Article
 
Parallel performance of molecular dynamics trajectory analysis
Khoshlessan, Mahzad⋅Khoshlessan, Mahzad⋅Khoshlessan, Mahzad⋅Paraskevakos, Ioannis⋅Paraskevakos, Ioannis⋅Paraskevakos, Ioannis⋅Fox, Geoffrey C⋅Fox, Geoffrey C⋅Fox, Geoffrey C⋅Jha, Shantenu⋅Jha, Shantenu⋅Jha, Shantenu⋅Beckstein, Oliver⋅Beckstein, Oliver and Beckstein, Oliver
Concurrency and Computation: Practice and Experience, 2020-04-27. | Journal Article
 
Twister2: Design of a big data toolkit
Kamburugamuve, Supun⋅Govindarajan, Kannan⋅Wickramasinghe, Pulasthi⋅Abeykoon, Vibhatha and Fox, Geoffrey
Concurrency and Computation: Practice and Experience, vol. 32, (no. 3), pp. n/a, 10 February 2020. | Journal Article
2019
Advances in big data programming, system software and HPC convergence
Hsu, Ching-Hsien⋅Fox, Geoffrey⋅Min, Geyong and Sharma, Sugam
The Journal of Supercomputing, vol. 75, (no. 2), pp. 493, 20190206. | Journal Article
 
Automated Ice-Bottom Tracking of 2D and 3D Ice Radar Imagery Using Viterbi and TRW-S
Berger, Victor⋅Berger, Victor⋅Xu, Mingze⋅Xu, Mingze⋅Al-Ibadi, Mohanad⋅Al-Ibadi, Mohanad⋅Chu, Shane⋅Chu, Shane⋅Crandall, David⋅Crandall, David⋅Paden, John⋅Paden, John⋅Fox, Geoffrey Charles and Fox, Geoffrey Charles
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, pp. 14, 20190812. | Journal Article
 
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data
Lou, Qian⋅Feng, Bo⋅Fox, Geoffrey C and Jiang, Lei
2019-11-16. | Journal Article
 
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation
Fox, Geoffrey⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Glazier, James A⋅Glazier, James A⋅Glazier, James A⋅Glazier, James A⋅Glazier, James A⋅Glazier, James A⋅Kadupitiya, JCS⋅Kadupitiya, JCS⋅Kadupitiya, JCS⋅Kadupitiya, JCS⋅Kadupitiya, JCS⋅Kadupitiya, JCS⋅Jadhao, Vikram⋅Jadhao, Vikram⋅Jadhao, Vikram⋅Jadhao, Vikram⋅Jadhao, Vikram⋅Jadhao, Vikram⋅Kim, Minje⋅Kim, Minje⋅Kim, Minje⋅Kim, Minje⋅Kim, Minje⋅Kim, Minje⋅Qiu, Judy⋅Qiu, Judy⋅Qiu, Judy⋅Qiu, Judy⋅Qiu, Judy⋅Qiu, Judy⋅Sluka, James P⋅Sluka, James P⋅Sluka, James P⋅Sluka, James P⋅Sluka, James P⋅Sluka, James P⋅Somogyi, Endre⋅Somogyi, Endre⋅Somogyi, Endre⋅Somogyi, Endre⋅Somogyi, Endre⋅Somogyi, Endre⋅Marathe, Madhav⋅Marathe, Madhav⋅Marathe, Madhav⋅Marathe, Madhav⋅Marathe, Madhav⋅Marathe, Madhav⋅Adiga, Abhijin⋅Adiga, Abhijin⋅Adiga, Abhijin⋅Adiga, Abhijin⋅Adiga, Abhijin⋅Adiga, Abhijin⋅Chen, Jiangzhuo⋅Chen, Jiangzhuo⋅Chen, Jiangzhuo⋅Chen, Jiangzhuo⋅Chen, Jiangzhuo⋅Chen, Jiangzhuo⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Jha, Shantenu⋅Jha, Shantenu⋅Jha, Shantenu⋅Jha, Shantenu⋅Jha, Shantenu and Jha, Shantenu
2019-02-27. | Journal Article
 
Machine Learning for Parameter Auto-tuning in Molecular Dynamics Simulations: Efficient Dynamics of Ions near Polarizable Nanoparticles
Kadupitiya, JCS⋅Kadupitiya, JCS⋅Fox, Geoffrey C⋅Fox, Geoffrey C⋅Jadhao, Vikram and Jadhao, Vikram
2019-10-31. | Journal Article
 
Parallel Performance of Molecular Dynamics Trajectory Analysis
Khoshlessan, Mahzad⋅Paraskevakos, Ioannis⋅Fox, Geoffrey C⋅Jha, Shantenu and Beckstein, Oliver
2019-06-28. | Journal Article
 
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM
Abeykoon, Vibhatha⋅Abeykoon, Vibhatha⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Kim, Minje and Kim, Minje
2019-05-03. | Journal Article
2018
Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink
Kamburugamuve, Supun⋅Wickramasinghe, Pulasthi⋅Ekanayake, Saliya and Fox, Geoffrey C
The International Journal of High Performance Computing Applications, vol. 32, (no. 1), pp. 73, 20180100. | Journal Article
 
Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction
Xu, Mingze⋅Xu, Mingze⋅Fan, Chenyou⋅Fan, Chenyou⋅Paden, John D⋅Paden, John D⋅Fox, Geoffrey C⋅Fox, Geoffrey C⋅Crandall, David J and Crandall, David J
2018-01-11. | Journal Article
 
Task-parallel Analysis of Molecular Dynamics Trajectories
Paraskevakos, Ioannis⋅Paraskevakos, Ioannis⋅Paraskevakos, Ioannis⋅Luckow, Andre⋅Luckow, Andre⋅Luckow, Andre⋅Khoshlessan, Mahzad⋅Khoshlessan, Mahzad⋅Khoshlessan, Mahzad⋅Chantzialexiou, George⋅Chantzialexiou, George⋅Chantzialexiou, George⋅Cheatham, Thomas E⋅Cheatham, Thomas E⋅Cheatham, Thomas E⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Fox, Geoffrey C⋅Fox, Geoffrey C⋅Fox, Geoffrey C⋅Jha, Shantenu⋅Jha, Shantenu and Jha, Shantenu
2018-01-23. | Journal Article
2017
Automatic Estimation of Ice Bottom Surfaces from Radar Imagery
Xu, Mingze⋅Xu, Mingze⋅Crandall, David J⋅Crandall, David J⋅Fox, Geoffrey C⋅Fox, Geoffrey C⋅Paden, John D and Paden, John D
2017-12-20. | Journal Article
 
Automatic Ice Surface and Bottom Boundaries Estimation in Radar Imagery Based on Level-Set Approach
Paden, John⋅Rahnemoonfar, Maryam⋅Fox, Geoffrey and Yari, Masoud
IEEE Transactions on Geoscience and Remote Sensing, vol. 55, (no. 10), pp. 5115, 20171001. | Journal Article
 
Java Technologies for Real-Time and Embedded Systems (JTRES2013)
Fox, Geoffrey
Concurrency and Computation: Practice and Experience, vol. 29, (no. 6), pp. e4089, 2017-03-25. | Journal Article