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20042023
most citedQuantum Machine Learning

4.7k citations · 9.3k across the 70 of their papers we have counts for

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Showing 2012 · quant-phShow all

7 papers · 2 filters

quant-ph2012★ 19 cited

Solving search problems by strongly simulating quantum circuits

T. H. Johnson, J. D. Biamonte, S. R. Clark +1

Simulating quantum circuits using classical computers lets us analyse the inner workings of quantum algorithms. The most complete type of simulation, strong simulation, is believed…

quant-ph2012★ 2 cited

Quantum Techniques for Stochastic Mechanics

John C. Baez, Jacob Biamonte

Some ideas from quantum theory are just beginning to percolate back to classical probability theory. For example, there is a widely used and successful theory of "chemical reaction…

quant-ph2012★ 12 cited

Tensor Network Methods for Invariant Theory

Jacob Biamonte, Ville Bergholm, Marco Lanzagorta

Invariant theory is concerned with functions that do not change under the action of a given group. Here we communicate an approach based on tensor networks to represent polynomial…

quant-ph2012★ 64 cited

Quantum Transport Enhancement by Time-Reversal Symmetry Breaking

Zoltan Zimboras, Mauro Faccin, Zoltan Kadar +3

Quantum mechanics still provides new unexpected effects when considering the transport of energy and information. Models of continuous time quantum walks, which implicitly use time…

quant-ph2012★ 17 cited

Undecidability in Tensor Network States

Jason Morton, Jacob Biamonte

Recent work has examined how undecidable problems can arise in quantum information science. We augment this by introducing three new undecidable problems stated in terms of tensor…

quant-ph2012★ 55 cited

Ground State Spin Logic

J. D. Whitfield, M. Faccin, J. D. Biamonte

Designing and optimizing cost functions and energy landscapes is a problem encountered in many fields of science and engineering. These landscapes and cost functions can be embedde…