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  1. No Access

    Article

    Complexity of Quantum Circuits via Sensitivity, Magic, and Coherence

    Quantum circuit complexity—a measure of the minimum number of gates needed to implement a given unitary transformation—is a fundamental concept in quantum computation, with widespread applications ranging from...

    Kaifeng Bu, Roy J. Garcia, Arthur Jaffe in Communications in Mathematical Physics (2024)

  2. Article

    Open Access

    Classical shadows with Pauli-invariant unitary ensembles

    Classical shadows provide a noise-resilient and sample-efficient method for learning quantum system properties, relying on a user-specified unitary ensemble. What is the weakest assumption on this ensemble tha...

    Kaifeng Bu, Dax Enshan Koh, Roy J. Garcia, Arthur Jaffe in npj Quantum Information (2024)

  3. Article

    Open Access

    Barren plateaus from learning scramblers with local cost functions

    The existence of barren plateaus has recently revealed new training challenges in quantum machine learning (QML). Uncovering the mechanisms behind barren plateaus is essential in understanding the scope of pro...

    Roy J. Garcia, Chen Zhao, Kaifeng Bu, Arthur Jaffe in Journal of High Energy Physics (2023)

  4. Article

    Open Access

    Quantifying scrambling in quantum neural networks

    We quantify the role of scrambling in quantum machine learning. We characterize a quantum neural network’s (QNNs) error in terms of the network’s scrambling properties via the out-of-time-ordered correlator (O...

    Roy J. Garcia, Kaifeng Bu, Arthur Jaffe in Journal of High Energy Physics (2022)

  5. No Access

    Article

    Duality of graph invariants

    We study a new set of duality relations between weighted, combinatoric invariants of a graph G. The dualities arise from a non-linear transform \(\mathcal{B}\) , acting on the weight function p. We define $...

    Kaifeng Bu, Weichen Gu, Arthur Jaffe in Science China Mathematics (2020)

  6. Article

    Open Access

    De Finetti Theorems for Braided Parafermions

    The classical de Finetti theorem in probability theory relates symmetry under the permutation group with the independence of random variables. This result has application in quantum information. Here we study ...

    Kaifeng Bu, Arthur Jaffe, Zhengwei Liu in Communications in Mathematical Physics (2020)

  7. Article

    Open Access

    Holographic software for quantum networks

    We introduce a pictorial approach to quantum information, called holographic software. Our software captures both algebraic and topological aspects of quantum networks. It yields a bi-directional dictionary to tr...

    Arthur Jaffe, Zhengwei Liu, Alex Wozniakowski in Science China Mathematics (2018)

  8. Article

    Open Access

    Erratum to: Holographic software for quantum networks

    The article Holographic software for quantum networks, written by Arthur Jaffe, Zhengwei Liu & Alex Wozniakowski, was originally published electronically on the publisher’s internet portal (currently SpringerL...

    Arthur Jaffe, Zhengwei Liu, Alex Wozniakowski in Science China Mathematics (2018)

  9. No Access

    Article

    Planar Para Algebras, Reflection Positivity

    We define a planar para algebra, which arises naturally from combining planar algebras with the idea of \({\mathbb{Z}_{N}}\) ...

    Arthur Jaffe, Zhengwei Liu in Communications in Mathematical Physics (2017)

  10. No Access

    Article

    Characterization of Reflection Positivity: Majoranas and Spins

    We study linear functionals on a Clifford algebra (algebra of Majoranas) equipped with a reflection automorphism. For Hamiltonians that are functions of Majoranas or of spins, we find necessary and sufficient ...

    Arthur Jaffe, Bas Janssens in Communications in Mathematical Physics (2016)

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    Article

    Stochastic Quantization, Reflection Positivity, and Quantum Fields

    We investigate stochastic quantization as a mathematical tool for quantum field theory. We test the method for the free scalar field. We find that the usual method of stochastic quantization is incompatible wi...

    Arthur Jaffe in Journal of Statistical Physics (2015)

  12. No Access

    Article

    Reflection Positivity for Parafermions

    We establish reflection positivity for Gibbs trace states for a class of gauge-invariant, reflection-invariant Hamiltonians describing parafermion interactions on a lattice. We relate these results to recent w...

    Arthur Jaffe, Fabio L. Pedrocchi in Communications in Mathematical Physics (2015)

  13. Article

    Reflection Positivity for Majoranas

    We establish reflection positivity for Gibbs trace states defined by certain Hamiltonians that describe the interaction of Majoranas on a lattice. These Hamiltonians may include many-body interactions, as long...

    Arthur Jaffe, Fabio L. Pedrocchi in Annales Henri Poincaré (2015)

  14. No Access

    Article

    Complex Classical Fields: A Framework for Reflection Positivity

    We explore a framework for complex classical fields, appropriate for describing quantum field theories. Our fields are linear transformations on a Hilbert space, so they are more general than random variables ...

    Arthur Jaffe, Christian D. Jäkel in Communications in Mathematical Physics (2014)

  15. No Access

    Article

    Quantum Field Theory on Curved Backgrounds. I. The Euclidean Functional Integral

    We give a mathematical construction of Euclidean quantum field theory on certain curved backgrounds. We focus on generalizing Osterwalder Schrader quantization, as these methods have proved useful to establish...

    Arthur Jaffe, Gordon Ritter in Communications in Mathematical Physics (2007)

  16. No Access

    Article

    An Exchange Identity for Non-linear Fields

    We establish a useful identity for intertwining a creation or annihilation operator with the heat kernel of a self-interacting bosonic field theory.

    Arthur Jaffe, Christian Jäkel in Communications in Mathematical Physics (2006)

  17. No Access

    Article

    The Elliptic Genus and Hidden Symmetry

    We study the elliptic genus (a partition function) in certain interacting, twist quantum field theories. Without twists, these theories have N=2 supersymmetry. The twists provide a regularization, and also parti...

    Arthur Jaffe in Communications in Mathematical Physics (2001)

  18. No Access

    Article

    Quantum Invariants

    In earlier work, we derived an expression for a partition function ?(λ), and gave a set of analytic hypotheses under which ?(λ) does not depend on a parameter λ. The proof that ?(λ) is invariant involved entire c...

    Arthur Jaffe in Communications in Mathematical Physics (2000)

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    Article

    PROOF AND THE EVOLUTION OF MATHEMATICS

    Arthur Jaffe in Synthese (1997)

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