Name

• Satoshi Terasaki

About me

I finished graduate school (Master's degree in Math) in 2015. I spent 10 years as a software engineer. I spent the last two years learning C/C++ on my own, which was challenging because I had no experience in software development before graduating. After that, I discovered Python and JuliaLang, which are very suitable for my needs, so I prefer to use them.

I enjoy creating tools to visualize data related to mathematical topics, and I believe that JuliaLang is the best choice to accomplish these tasks. I've developed applications based on deep learning by reading articles and reproducing their results.

Currently, I support several researchers and students by creating and updating Julia software related to quantum computing, tensor networks, quantum multi-body problem.

You can check out my GitHub account to see my past projects and contributions.

I am enthusiastic about collaborating with researchers and contributing to software development that can be of assistance.

Papers on arXiv

• Joint work with tensor4all members

  • Learning tensor networks with tensor cross interpolation: new algorithms and libraries

• Joint work with A.Tomiya

  • Combinational-convolution for flow-based sampling algorithm

  • GomalizingFlow.jl: A Julia package for Flow-based sampling algorithm for lattice field theory

    • GomalizingFlow.jl 入門(Part1)

    • GomalizingFlow.jl 入門(Part2)

Skills

Keywords

• Deep Learning

  • PyTorch/Chainer/TensorFlow/Flux.jl

  • Pose Estimation/Hand Pose Estimation/Facial Landmark/Object Detection etc...

  • Unsupervised Anomaly Detection

• Raspberry Pi/Jetson/Micro Bit

• Docker

• GCP/Vertex AI

• Python Programming

  • PyTest/Poetry

  • Jupyter Notebook/Jupyter Lab

  • JupyterBook

• Visualization Programming

  • Dash/Streamlit/Pluto.jl

• Literate Programming

  • Documenter.jl/Franklin.jl/Remark.jl

• Mathematics/Physics

  • AbstractAlgebra.jl/Symbolics.jl

  • EllipticCurve/Edwards Curve

  • Multi Party Computation

  • Quantum Groups

  • Number Theory (in Function Fields)

  • Lattice filed theory GomalizingFlow.jl

  • Quantum circuit simulation: Kyulacs.jl

• JuliaLang

  • DecisionTree/CART

  • ITensors.jl

  • CxxWrap.jl

  • TrajectoryOptimization.jl

• QuriParts

• CI/CD pipeline

• Pluto.jl/PlutoUI.jl

• Rye/uv/ruff/Poetry

• Dart

• Deno

• Computational Quantum Many-Body

  • SparseIR.jl/LibSparseIR.jl/libsparseir

Education

• 計算物理春の学校 2024 2024年3月11日-3月15日, ソフトウェア入門講義の講師を担当

  • 教材リポジトリ

• 数学と物理におけるJuliaの活用 2023年7月10-12, 世話人

• 計算物理春の学校 2023 2023年3月12-15日, GPU 入門の TA として参加

• Julia in Physics 2021 Online 2021年9月3日, Zygote.jl・Flux.jl を用いた自動微分とその応用に関してのチュートリアル講演を行う

• 実践Julia入門 の監修を行う

• Juliaプログラミング大全 のレビューワに参加

• JuliaTokyo #11 登壇 2月3日

  • 資料

Programming Languages

Used in practice

• Julia

• Python

• Deno

• C/C++

Learning

• My weakness is having few experience in web development. Therefore I would like to learn web programming via modern language and basic techniques.

  • TypeScript including Basic HTML/CSS

• Rust

• Cloud Computing: GCP

Awards

• 川井数学奨励賞 in 2009

Hobbies

• Owning a Goma-chan See https://en.wikipedia.org/wiki/Sh%C5%8Dnen_Ashibe

• Creating images via ChatGPT

  • Many works can be found at ImportAzarashiAsAI

• Watching VTuber's live streaming especially:

  • 戌亥とこ