Original Research
Published on 21 Jun 2024
Training neural networks with universal adiabatic quantum computing
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1368569
- 779 views
- 1 citation
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13 articles
Articles
Original Research
Published on 30 May 2024
Quantum pathways for charged track finding in high-energy collisions
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1339785
- 695 views
- 1 citation
Original Research
Published on 15 Dec 2023
Fitting a collider in a quantum computer: tackling the challenges of quantum machine learning for big datasets
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2023.1268852
- 1,665 views
- 3 citations
Editorial
Published on 30 Sep 2022
Editorial: Efficient AI in particle physics and astrophysics
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2022.999173
- 2,649 views
Original Research
Published on 22 Jul 2022
IRC-Safe Graph Autoencoder for Unsupervised Anomaly Detection
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2022.943135
- 2,400 views
- 20 citations
Original Research
Published on 09 Jun 2022
Domain-Informed Neural Networks for Interaction Localization Within Astroparticle Experiments
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2022.832909
- 2,300 views
- 2 citations
Original Research
Published on 18 May 2022
Real-Time Inference With 2D Convolutional Neural Networks on Field Programmable Gate Arrays for High-Rate Particle Imaging Detectors
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2022.855184
- 2,630 views
- 5 citations
Original Research
Published on 17 Mar 2022
Nonlinear Noise Cleaning in Gravitational-Wave Detectors With Convolutional Neural Networks
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2022.811563
- 2,448 views
- 15 citations
Original Research
Published on 17 Mar 2022
Unsupervised Quark/Gluon Jet Tagging With Poissonian Mixture Models
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2022.852970
- 1,476 views
- 6 citations
Original Research
Published on 16 Feb 2022
Inference-Optimized AI and High Performance Computing for Gravitational Wave Detection at Scale
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2022.828672
- 3,532 views
- 15 citations
Original Research
Published on 03 Jan 2022
Deep Learning Based Superconducting Radio-Frequency Cavity Fault Classification at Jefferson Laboratory
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.718950
- 2,232 views
- 4 citations
Original Research
Published on 24 Aug 2021
Cosmic Ray Background Removal With Deep Neural Networks in SBND
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.649917
- 4,820 views
- 11 citations
Original Research
Published on 09 Jul 2021
Ps and Qs: Quantization-Aware Pruning for Efficient Low Latency Neural Network Inference
in Big Data and AI in High Energy Physics
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.676564
- 7,726 views
- 29 citations