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Hi 👋

Hello! I'm Matt Fishman, a Research Scientist and Software Engineer at the Center for Computational Quantum Physics (CCQ), part of the Flatiron Institute in New York. I lead the development of @ITensor. Find out more on my personal page.

  • I received my Ph.D. from Caltech in the Spring of 2018. My thesis was on the development of tensor network algorithms.
  • I am currently the lead developer of ITensor (co-developed with @emstoudenmire), a leading tensor network software library with applications to quantum physics, quantum computing, machine learning and chemistry.
  • ITensor was originally written in C++. I led the development of the Julia port called ITensors.jl, which was officially released in May of 2020.
  • Along with @GTorlai I am a co-developer of the PastaQ.jl Julia library for simulating and analyzing quantum computers.
  • I primarily code in Julia and C++ (more in Julia lately).
  • I am interesting in writing simple to use and high performance code.
  • I am most excited about my recent work in applying tools like automatic differentiation, multithreading, and interactive visualization to improve tensor network software and algorithms.
  • I am interested in learning more about applying other high performance computing (HPC) techniques like GPUs and distributed computing to improve tensor network software.
  • Check out my repositories and reach out with any questions you have or if you are interested in contributing to the ITensor ecosystem!

Matt Fishman's Projects

chainrulescore.jl icon chainrulescore.jl

AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for your functions in your packages, without depending on any particular AD system.

dictionaries.jl icon dictionaries.jl

An alternative interface for dictionaries in Julia, for improved productivity and performance

diffeqdocs.jl icon diffeqdocs.jl

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

dualnumbers.jl icon dualnumbers.jl

Julia package for representing dual numbers and for performing dual algebra

fileutils.jl icon fileutils.jl

Miscellaneous tools for manipulating files (changing file names, replacing text in files, etc.).

fillarrays.jl icon fillarrays.jl

Julia package for lazily representing matrices filled with a single entry

general icon general

The official registry of general Julia packages

graphs.jl icon graphs.jl

An optimized graphs package for the Julia programming language

graphtikz.jl icon graphtikz.jl

A package for visualizing `Graphs.jl`-compatible graphs with TikZ.

itensor icon itensor

A C++ library for rapidly creating efficient tensor network calculations

itensorlocalmpo.jl icon itensorlocalmpo.jl

A package for working with local MPOs (MPOs that are sums of local terms) in ITensor

itensornetworks.jl icon itensornetworks.jl

A package with general tools for working with higher-dimensional tensor networks based on ITensor.

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