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Achievement: Pair ExtraordinaireAchievement: StarstruckAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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@RAFT-model

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JRice15/README.md

Hi! I'm Julian, a data scientist at Pacific Northwest National Laboratory seeking to further understanding extreme weather and its impacts with AI/ML. Particularly tropical cyclones (a.k.a. hurricanes), though I am interested in many different kinds of extremes.

I am the lead developer of the Risk Analysis Framework for Tropical Cyclones (RAFT), more info can be found here: raft-model.pnnl.gov

Google Scholar | ORCID | My PNNL page

Pinned Loading

  1. pnnl/raft-model.github.io pnnl/raft-model.github.io Public

    Homepage of the Risk Analysis Framework for Tropical Cyclones (RAFT), a suite of physics and AI tools for efficiently simulating millions of hurricanes

    SCSS 3

  2. physics-informed-autoencoders physics-informed-autoencoders Public

    Code for Rice et al. 2020 "Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forceasting"

    Python 39 7

  3. trees-pointnet trees-pointnet Public

    Code for "An end-to-end deep learning solution for automated LiDAR tree detection in the urban environment", Rice et al. 2025

    Python 7

  4. keytanglement keytanglement Public

    Secure chat using quantum key generation, which placed 2nd at MIT iQuHack 2022

    Python 3 1

  5. lazspark lazspark Public

    a distributed LIDAR-processing package for Python

    Python 2

  6. self-supervised-poisson-gaussian self-supervised-poisson-gaussian Public

    Forked from jonathanventura/self-supervised-poisson-gaussian

    Conducting research in cell-microscopy image denoising, using self-supervised machine learning techniques, with Dr. Jonathan Ventura

    Python 1