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06/28/2023
Evaluating Portable Parallelization Strategies for Heterogeneous Architectures in High Energy Physics
High-energy physics (HEP) experiments have developed millions of lines o...
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04/25/2023
Unsupervised Domain Transfer for Science: Exploring Deep Learning Methods for Translation between LArTPC Detector Simulations with Differing Response Models
Deep learning (DL) techniques have broad applications in science, especi...
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04/04/2023
Portable Programming Model Exploration for LArTPC Simulation in a Heterogeneous Computing Environment: OpenMP vs. SYCL
The evolution of the computing landscape has resulted in the proliferati...
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03/28/2023
Rethinking CycleGAN: Improving Quality of GANs for Unpaired Image-to-Image Translation
An unpaired image-to-image (I2I) translation technique seeks to find a m...
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03/04/2022
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation
Image-to-image translation has broad applications in art, design, and sc...
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04/16/2021
Evaluation of Portable Acceleration Solutions for LArTPC Simulation Using Wire-Cell Toolkit
The Liquid Argon Time Projection Chamber (LArTPC) technology plays an es...
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01/15/2021
Hybrid Quantum-Classical Graph Convolutional Network
The high energy physics (HEP) community has a long history of dealing wi...
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12/22/2020