Geoffrey Fox - Publications, H-index & Citations

Back

Geoffrey Fox

university of virginia

32H-index

278Paper Count

3.5KCitation Count

Published Papers 17

Publication Date

Scalable cosmic AI inference using cloud serverless computing

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

Save

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.

Save

Generative diffusion model surrogates for mechanistic agent-based biological models

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

Save

Deep learning foundation and pattern models: Challenges in hydrological time series

The International Journal of High Performance Computing Applications

IF0

2025-10-17

PREAI

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

Save

Conditioned quantum-assisted deep generative surrogate for particle-binary vector indicating thecalorimeter interactions

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

Save

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

Save

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.

Save

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.

Save

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

Save

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.

Save

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

Save

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

KNOWLEDGE-BASED SYSTEMS

IF7.6

2014-10-01