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<!DOCTYPE html>
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<title>Unitary Fund</title>
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<body>
<div class="layout">
<main id="content" class="content">
<section class="heavy">
<div class="container">
<div class="col-3">
<div class="hero">
<a href="/"><img src="logos/logov3.svg" alt="Unitary Fund" /></a>
<p class="tagline">
<b
>Because evolution is
<a href="https://en.wikipedia.org/wiki/Unitarity_(physics)" target="_blank">unitary</a></b
>.
</p>
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<p class="subtitle leading-arrow">Research with Unitary Fund</p>
Unitary Fund believes that research is important for quantum open source. We focus not only on our own
research interests, but also building tools to enable others, like those in our microgrant program. Check
out some of the many research projects we've been involved in or supported below!
<p class="subtitle leading-arrow">Unitary Labs research with Mitiq, QuTiP and long-term projects</p>
The Unitary Fund research
<a href="https://github.com/unitaryfund/research">GitHub repo</a>
has source code for a selection of our research projects.
<ul style="list-style-type: none">
<li class="leading-block">
<a href="https://arxiv.org/abs/2203.05489"
>Error mitigation increases the effective quantum volume of quantum computers</a
>,
<a href="https://github.com/unitaryfund/mitiq-qv">source code</a>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2009.04417"
>Mitiq: A software package for error mitigation on noisy quantum computers</a
>,
<a href="https://mitiq.readthedocs.io/en/latest/examples/mitiq-paper/mitiq-paper-codeblocks.html"
>source code</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2005.10921"
>Digital zero noise extrapolation for quantum error mitigation</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2108.02237"
>Extending quantum probabilistic error cancellation by noise scaling</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2105.09902">Pulse-level noisy quantum circuits with QuTiP</a>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2104.15044"
>Pulser: An open-source package for the design of pulse sequences in programmable neutral-atom
arrays</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2112.05821"
>VAQEM: A Variational Approach to Quantum Error Mitigation</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2201.11792"
>Reducing the impact of time-correlated noise on zero-noise extrapolation
</a>
</li>
</ul>
<p class="subtitle leading-arrow">Other Unitary Fund staff research</p>
<ul style="list-style-type: none">
<li class="leading-block">
<a href="https://arxiv.org/abs/2205.04645"
>Arkhipov's theorem, graph minors, and linear system nonlocal games</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2101.05710"
>Symmetries and conserved quantities of boundary time crystals in generalized spin models</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2104.09811"
>Exceptional Point and Cross-Relaxation Effect in a Hybrid Quantum System</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2008.06517"
>Estimating the gradient and higher-order derivatives on quantum hardware</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2201.08175"
>Diagnosing quantum chaos with out-of-time-ordered-correlator quasiprobability in the kicked-top
model
</a>
</li>
</ul>
<p class="subtitle leading-arrow">Microgrant-supported research</p>
<ul style="list-style-type: none">
<li class="leading-block">
<a href="https://arxiv.org/abs/2110.12487">A Programming Language For Quantum Oracle Construction</a>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2205.02095"
>qLEET: Visualizing Loss Landscapes, Expressibility, Entangling Power and Training Trajectories for
Parameterized Quantum Circuits</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2202.07756"
>Quantum Games and Interactive Tools for Quantum Technologies Outreach and Education: A Review and
Experiences from the Field</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2202.08209"
>An Extension of Combinatorial Contextuality for Cognitive Protocols</a
>
</li>
<li class="leading-block">
<a href="https://dl.acm.org/doi/abs/10.1145/3491101.3519885"
>Virtual Lab by Quantum Flytrap: Interactive simulation of quantum mechanics</a
>
</li>
<li class="leading-block">
<a href="https://joss.theoj.org/papers/10.21105/joss.03082"
>toqito -- Theory of quantum information toolkit: A Python package for studying quantum
information</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2109.03188"
>Optimizing Quantum Variational Circuits with Deep Reinforcement Learning</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2107.09805"
>Loschmidt echo approach to Krylov-subspace approximation error estimation</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2010.03598"
>K-GRAPE: A Krylov Subspace approach for the efficient control of quantum many-body dynamics</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2007.15671">Optimal Layout Synthesis for Quantum Computing</a>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2002.09783"
>Optimality Study of Existing Quantum Computing Layout Synthesis Tools</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2003.06397">QuNetSim: A Software Framework for Quantum Networks</a>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/1811.04424"
>Evaluating probabilistic programming languages for simulating quantum correlations</a
>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/2003.01695">Robust data encodings for quantum classifiers</a>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/1904.04735">PyZX: Large Scale Automated Diagrammatic Reasoning</a>
</li>
<li class="leading-block">
<a href="https://arxiv.org/abs/1903.10477">Reducing T-count with the ZX-calculus</a>
</li>
<li class="leading-block">
<a href="https://quantum-journal.org/papers/q-2020-05-28-272/"
>Scaling of variational quantum circuit depth for condensed matter systems</a
>
</li>
</ul>
<footer class="footer leading-arrow light-arrow">
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follows this
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If you have suggestions for changes then please open up a pull request! <br />
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