Nhan Tran
- Fast inference of deep neural networks in FPGAs for particle physics
2018/04/16 by Javier Duarte, J. Duarte, Song Han +19 · 1 voice · 27 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Machine Learning and Data Classification #Radiation Effects in Electronics #cs.CV #hep-ex #physics.ins-det #stat.ML
- Applications and Techniques for Fast Machine Learning in Science
2021/10/25 by Allison McCarn Deiana, A. M. Deiana, Nhan Tran +111 · 1 voice · 2 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Neural Networks and Reservoir Computing #Anomaly Detection Techniques and Applications
- FPGA-Accelerated Machine Learning Inference as a Service for Particle Physics Computing
2019/04/18 by J. Duarte, Javier Duarte, Philip Harris +30 · 1 voice · 1 citation
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #hep-ex #physics.comp-ph #physics.data-an #physics.ins-det
- End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml
2025/01/24 by Giuseppe Di Guglielmo, Botao Du, Di Guglielmo, Giuseppe +29 · 1 voice · 7 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum many-body systems #cs.LG #quant-ph
- Reporting guidelines for implementation and operational research
2015/12/02 by Simon Hales, Ana Lesher-Trevino, Nathan Ford +3 · 2 citations
Medicine · Economics, Econometrics and Finance · Decision Sciences · #Emergency and Acute Care Studies #Health Systems, Economic Evaluations, Quality of Life #Evaluation and Performance Assessment
- Loss Landscape Analysis for Reliable Quantized ML Models for Scientific Sensing
2025/02/12 by Tommaso Lisini Baldi, Javier Campos, Baldi, Tommaso +11 · 1 citation
Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Advanced Bandit Algorithms Research #Machine Learning and Data Classification