Geoffrey Fox - Publications, H-index & Citations

Geoffrey Fox

university of virginia

32H指数

278论文数

3.5K被引数

收录论文 17

发表时间

Scalable cosmic AI inference using cloud serverless computing 可扩展的宇宙AI推理，采用云无服务器计算

The International Journal of High Performance Computing Applications

IF0

2025-11-27

PREAI

Mills Staylor; Amirreza Dolatpour Fathkouhi; Md Khairul Islam; Kaleigh O’Hara; Ryan Ghiles Goudjil; Geoffrey Fox; Judy Fox

Surrogate modeling of Cellular-Potts agent-based models as a segmentation task using the U-Net neural network architecture

PLOS COMPUTATIONAL BIOLOGY

IF3.6

2025-11-01

PREAI

Comlekoglu, Tien; Quetzalcoatl Toledo-Marin, J.; Comlekoglu, Tina; DeSimone, Douglas W.; Peirce, Shayn M.; Fox, Geoffrey; Glazier, James A.

Generative diffusion model surrogates for mechanistic agent-based biological models 生成式扩散模型代理方法用于基于代理的机制性生物模型

Machine Learning: Science and Technology

IF0

2025-10-28

OAAI

Tien Comlekoglu; J Quetzalcoatl Toledo-Marín; Douglas W DeSimone; Shayn M Peirce; Geoffrey Fox; James A Glazier

Deep learning foundation and pattern models: Challenges in hydrological time series 深度学习基础与模式模型：水文时间序列的挑战

The International Journal of High Performance Computing Applications

IF0

2025-10-17

PREAI

Junyang He; Ying-Jung Chen; Alireza Jafari; Anushka Idamekorala; Geoffrey Fox

Conditioned quantum-assisted deep generative surrogate for particle-binary vector indicating thecalorimeter interactions 条件量子辅助深度生成代理模型，用于指示粒子-二进制向量量能计交互

npj Quantum Information

IF8.3

2025-07-07

OAAI

J. Quetzalcóatl Toledo-Marín; Sebastian Gonzalez; Hao Jia; Ian Lu; Deniz Sogutlu; Abhishek Abhishek; Colin Gay; Eric Paquet; Roger G. Melko; Geoffrey C. Fox; Maximilian Swiatlowski; Wojciech Fedorko

In-depth analysis on parallel processing patterns for high-performance Dataframes

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2023-12-01

OAAI

Perera, Niranda; Sarker, Arup Kumar; Staylor, Mills; von Laszewski, Gregor; Shan, Kaiying; Kamburugamuve, Supun; Widanage, Chathura; Abeykoon, Vibhatha; Kanewela, Thejaka Amila; Fox, Geoffrey

Nowcasting Earthquakes by Visualizing the Earthquake Cycle with Machine Learning: A Comparison of Two Methods

SURVEYS IN GEOPHYSICS

IF7.1

2021-08-21

PREAI

Rundle, John B.; Donnellan, Andrea; Fox, Geoffrey; Crutchfield, James P.

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

FRONTIERS IN PHYSIOLOGY

IF3.4

2021-06-24

OAAI

Toledo-Marin, J. Quetzalcoatl; Fox, Geoffrey; Sluka, James P.; Glazier, James A.

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

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2020-01-14

OAAI

Kadupitiya, J. C. S.; Fox, Geoffrey C.; Jadhao, Vikram

Big data and extreme-scale computing: Pathways to Convergence-Toward a shaping strategy for a future software and data ecosystem for scientific inquiry

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2018-07-16

PREAI

Asch, M.; Moore, T.; Badia, R.; Beck, M.; Beckman, P.; Bidot, T.; Bodin, F.; Cappello, F.; Choudhary, A.; de Supinski, B.; Deelman, E.; Dongarra, J.; Dubey, A.; Fox, G.; Fu, H.; Girona, S.; Gropp, W.; Heroux, M.; Ishikawa, Y.; Keahey, K.; Keyes, D.; Kramer, W.; Lavignon, J-F; Lu, Y.; Matsuoka, S.; Mohr, B.; Reed, D.; Requena, S.; Saltz, J.; Schulthess, T.; Stevens, R.; Swany, M.; Szalay, A.; Tang, W.; Varoquaux, G.; Vilotte, J-P; Wisniewski, R.; Xu, Z.; Zacharov, I.

Automatic Ice Surface and Bottom Boundaries Estimation in Radar Imagery Based on Level-Set Approach

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2017-09-01

PREAI

Rahnemoonfar, Maryam; Fox, Geoffrey Charles; Yari, Masoud; Paden, John

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

KNOWLEDGE-BASED SYSTEMS

IF7.6

2014-10-01

PREAI

Xie, Feng; Chen, Zhen; Shang, Jiaxing; Fox, Geoffrey C.