Picture for Javier Duarte

Javier Duarte

UC San Diego

Reliable edge machine learning hardware for scientific applications

Add code
Jun 27, 2024
Viaarxiv icon

Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics

Add code
Feb 19, 2024
Viaarxiv icon

Sets are all you need: Ultrafast jet classification on FPGAs for HL-LHC

Add code
Feb 02, 2024
Viaarxiv icon

Neural Architecture Codesign for Fast Bragg Peak Analysis

Add code
Dec 12, 2023
Viaarxiv icon

Induced Generative Adversarial Particle Transformers

Add code
Dec 08, 2023
Viaarxiv icon

Scalable neural network models and terascale datasets for particle-flow reconstruction

Add code
Sep 13, 2023
Viaarxiv icon

Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs

Add code
Jun 27, 2023
Viaarxiv icon

Differentiable Earth Mover's Distance for Data Compression at the High-Luminosity LHC

Add code
Jun 07, 2023
Viaarxiv icon

End-to-end codesign of Hessian-aware quantized neural networks for FPGAs and ASICs

Add code
Apr 13, 2023
Viaarxiv icon

Progress towards an improved particle flow algorithm at CMS with machine learning

Add code
Mar 30, 2023
Viaarxiv icon