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Articles by Geoffrey Fox

Building Machine Learning Challenges for Anomaly Detection in Science
3 March 2025 by Elizabeth Campolongo and others
Machine Learning, Instrumentation and Methods for Astrophysics
Deep RC: A Scalable Data Engineering and Deep Learning Pipeline
28 February 2025 by Arup Kumar Sarker and others
Distributed, Parallel, and Cluster Computing
Scalable Cosmic AI Inference using Cloud Serverless Computing with FMI
9 February 2025 by Mills Staylor and others
Computer Vision and Pattern Recognition, Instrumentation and Methods for Astrophysics
Zephyr quantum-assisted hierarchical Calo4pQVAE for particle-calorimeter interactions
6 December 2024 by Ian Lu and others
Machine Learning, Artificial Intelligence
Science Time Series: Deep Learning in Hydrology
19 October 2024 by Junyang He and others
Machine Learning
Study of Dropout in PointPillars with 3D Object Detection
1 September 2024 by Xiaoxiang Sun and Geoffrey Fox
Computer Vision and Pattern Recognition, Machine Learning
Time Series Foundation Models and Deep Learning Architectures for Earthquake Temporal and Spatial Nowcasting
21 August 2024 by Alireza Jafari and others
Machine Learning, Geophysics
Feasibility Study on Active Learning of Smart Surrogates for Scientific Simulations
12 July 2024 by Pradeep Bajracharya and others
Machine Learning
Nowcasting Earthquakes with QuakeGPT: Methods and First Results
19 June 2024 by John Rundle and others
Geophysics
A Comprehensive Evaluation of Generative Models in Calorimeter Shower Simulation
8 June 2024 by Farzana Yasmin Ahmad and others
Instrumentation and Detectors, Artificial Intelligence
Design and Implementation of an Analysis Pipeline for Heterogeneous Data
8 April 2024 by Arup Kumar Sarker and others
Distributed, Parallel, and Cluster Computing
Report on 2023 CyberTraining PI Meeting, 26-27 September 2023
28 December 2023 by Geoffrey Fox and others
Cryptography and Security
RINAS: Training with Dataset Shuffling Can Be General and Fast
4 December 2023 by Tianle Zhong and others
Databases, Distributed, Parallel, and Cluster Computing
RTP: Rethinking Tensor Parallelism with Memory Deduplication
2 November 2023 by Cheng Luo and others
Distributed, Parallel, and Cluster Computing, Artificial Intelligence
FAIR for AI: An interdisciplinary and international community building perspective
1 August 2023 by E. Huerta and others
Computers and Society, Human-Computer Interaction
In-depth Analysis On Parallel Processing Patterns for High-Performance Dataframes
3 July 2023 by Niranda Perera and others
Distributed, Parallel, and Cluster Computing, Artificial Intelligence
Inactivation of DRG1, encoding a translation factor GTPase, causes a Recessive Neurodevelopmental Disorder
11 May 2023 by C. A. E. Westrip and others
Genetic and Genomic Medicine
Analyzing the Performance of Deep Encoder-Decoder Networks as Surrogates for a Diffusion Equation
7 February 2023 by J. Quetzalcoatl Toledo-Marín and others
Machine Learning, Disordered Systems and Neural Networks
Supercharging Distributed Computing Environments For High Performance Data Engineering
19 January 2023 by Niranda Perera and others
Distributed, Parallel, and Cluster Computing, Databases
Hybrid Cloud and HPC Approach to High-Performance Dataframes
29 December 2022 by Kaiying Shan and others at LogoUniversity of Illinois at Urbana-Champaign
Distributed, Parallel, and Cluster Computing
High Performance Dataframes from Parallel Processing Patterns
13 September 2022 by Niranda Perera and others
Distributed, Parallel, and Cluster Computing
Does the Catalog of California Earthquakes, with Aftershocks Included, Contain Information about Future Large Earthquakes?
1 September 2022 by John Rundle and others
Geophysics
Machine learning sequence prioritization for cell type-specific enhancer design
16 May 2022 by A. Lawler and others at LogoCarnegie Mellon University
Genomics
GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events
18 January 2022 by Bo Feng and Geoffrey Fox
Machine Learning, Artificial Intelligence
Earthquake Nowcasting with Deep Learning
18 December 2021 by Geoffrey Fox and others
Geophysics, Machine Learning
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
26 October 2021 by Steven Farrell and others
Machine Learning, Distributed, Parallel, and Cluster Computing
Scientific Machine Learning Benchmarks
25 October 2021 by Jeyan Thiyagalingam and others
Machine Learning, Computational Physics
HPTMT Parallel Operators for High Performance Data Science & Data Engineering
13 August 2021 by Vibhatha Abeykoon and others
Distributed, Parallel, and Cluster Computing, Artificial Intelligence
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks
30 July 2021 by Supun Kamburugamuve and others
Distributed, Parallel, and Cluster Computing, Artificial Intelligence
Multidimensional Scaling for Gene Sequence Data with Autoencoders
19 April 2021 by Pulasthi Wickramasinghe and Geoffrey Fox
Artificial Intelligence, Distributed, Parallel, and Cluster Computing
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