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Particles!!
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Particles!!

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@conda-forge @fastmachinelearning @DarkQuest-FNAL

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duchstf/README.md

Hi there 👋

I’m a PhD candidate in High-Energy Physics working on real-time machine learning systems for nanosecond-scale decision making. My research focuses on FPGA-optimized neural architectures, hardware-native online learning, and large-scale statistical analyses for precision Higgs measurements. Recently, I’ve been looking at extending these techniques toward quantum–classical integration for scalable quantum technologies.

Beyond research, having grown up in Central Vietnam, I’m deeply committed to expanding access to technology education in underserved communities. I currently lead SEAS — Summer in Engineering and Applied Sciences, an initiative aimed at improving STEM education access in Central Vietnam: 👉 https://seas-cvn.com/

📫 Collaboration & Contact

Research collaborations: dhoang [at] mit [dot] edu

Education & outreach initiatives in underserved regions: feel free to reach out

📄 Recruiters

My CV is available upon request via email.

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  1. KANELE KANELE Public

    [FPGA'26 Best Paper Nominee] KANELÉ: Kolmogorov–Arnold Networks for Efficient LUT-based Evaluation

    VHDL 29 3

  2. fastmachinelearning/hls4ml fastmachinelearning/hls4ml Public

    Machine learning on FPGAs using HLS

    Python 1.8k 515

  3. VHbb VHbb Public

    Search for a boosted Higgs boson decaying to bottom quark pairs in association with a W or Z boson in proton-proton collisions at √s = 13 TeV

    Jupyter Notebook

  4. ECLAIR ECLAIR Public

    Ultrafast On-Chip Online Learning via Spline Locality in Kolmogorov–Arnold Networks

    Python

  5. CMS-L1T-Jet-Tagging/TrainTagger CMS-L1T-Jet-Tagging/TrainTagger Public

    Documentation for training a L1T Jet Tagging model

    Python 1 9

  6. awesome-quantum-control awesome-quantum-control Public

    A curated list of libraries, projects, tutorials, papers, and other resources on quantum control systems. Organized to help researchers and developers navigate machine-learning and control methods …