Questions tagged [quantum-advantage]
"Quantum advantage" or "quantum supremacy" is the potential ability of quantum computing devices to solve problems that classical computers practically cannot.
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Comparing QSVM & Classic SVM on BigData. Quantum Supremacy
I work on comparing QSVM and Classic SVM (SKlearnSVM) with using Qiskit. I have to show
quantum supremacy at 400000-500000 samples but I don't get good results. I have problem with long time training ...
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Could random quantum circuits be efficiently approximately simulated?
Google's landmark result last year was to compute a task with a quantum computer that a classical computer could not compute, and they chose random circuit sampling. Part of their justification was ...
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How do quantum bits increase computational power?
I'm new to quantum computing, I'm learning how to use Qiskit. I'm trying to understand better how exactly the quantum characteristics of quantum computer help to increase its computational power. I ...
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Dirichlet distribution: posteriors and priors of distribution
Let $|\psi\rangle \in \mathbb{C}^{2n}$ be a random quantum state such that $ |\langle z| \psi \rangle|^{2} $ is distributed according to a $\text{Dirichlet}(1, 1, \ldots, 1)$ distribution, for $z \in \...
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What is the reason for the exponential speed-up of quantum computers? [duplicate]
In quantum computers the following two effects should be seen:
If an operator acts on an arbitrary qubit $Q_n$ of a quantum system $S$ consisting of several qubits than we get a new quantum system $S'...
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When we do a linear fit, what is the correlation coefficient of the estimated parameters?
In Google's quantum supremacy experiment, supplementary Section VIIIH, they calculate the correlation coefficient of the linear fit coefficients $p_0$,$p_1$. I can't figure out the definition of this ...
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Does quantum computers give any advantage over classical computers in Sudoku?
To my basic knowledge I know that solving a generalized Sudoku problems is an NP-complete problem so, is there any possible way quantum computers give an advantage over classical computers in this ...
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Is the BB84 protocol an example of “quantum supremacy”?
This is a fairly broad question, I hope it fits here. I am wondering if the BB84 protocol is an example of "quantum supremacy", ie. something a quantum computer can do but something that is assumed a ...
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How does Deutsch Oracle shows quantum supremacy?
I learnt from this lecture (at 33:20) that Deutsch Oracle is way faster on quantum computers than on classical computers. However, it seems to me that this is just due to smart structuring of input ...
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Why Google has used $\sqrt{X}$ and $\sqrt{Y}$ instead of $X$ and $Y$ in supremacy experiment?
In supremacy experiment Google has used $\sqrt{X}$ and $\sqrt{Y}$ as two of their single qubit gates (paper).
So My questions are:
Is there any specific reason for choosing these gates and not $X$...
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Is there quantum advantage to be had with a D-Wave computer in 2020?
I've seen a lot of excitement in the popular press about the computers made by D-Wave Systems, but when I dig deep the only practical things that I can figure out that one can do with the computer are ...
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What is the role of choosing the single-qubits randomly in Google quantum supremacy experiment?
In supremacy paper and part D of section VII of supplementary information (below), it is said that there is a pseudo-random number generator that is initialized with a seed called $s$; And then the ...
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What did exactly Google do in simulating a random quantum circuit on a classical computer in supremacy experiment?
I've been working on Google quantum supremacy paper for quite some time now and I have a problem in understanding how exactly they simulate their actual random quantum circuit on a classical computer.
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Decomposing Hamiltonian into qubit model representation
One of the main application of VQE is its application to find the approximation to the ground state energy (smallest eigenvalue) for a particular molecule through an iterative method.
To be able to ...
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In Google's Quantum Supremacy experiment, what if we use $\theta=45°$ for two-qubit $f_{sim}$ gates?
In Google's Quantum Supremacy experiment, they use $f_{sim}$(fermionic-simulation) gates with $\theta=90Ā°$ and $\phi=30Ā°$ as their two-qubit gates. What if we use $\theta=45Ā°$ for the two-qubit $f_{...
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What is the difference between classical and quantum computers as well as computing (permuting) itself?
Theoretically and for sure physically (I know the quantum physics behind it) I know something about it. But not that much. That's why I ask the question here. I'm very interested. The only answer to ...
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Interpretations of quantum computing power [closed]
Over the years I encountered different explanations of quantum computing advantage over classical computers. But I am not sure which explanations are in fact valid and which are not.
Quantum ...
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Boson Sampling with a single beamsplitter
In Boson Sampling as first proposed by Aaronson and Arkhipov in arxiv.org/abs/1011.3245, the interferometer is made up of phase shifters and beamsplitters. As these gates are universal, drawing the ...
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How to distinguish quantum random from classical random?
Given two sets of $N$ uniformly random binary bitstrings of size $m$, such as $$(x_0,x_1,...,x_m) \space \forall x_i \in \{0,1\}.$$
One generated from a quantum device and the other generated by ...
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What is the problem in demonstrating quantum supremacy?
I am new to the quantum world and it's computing. But it accidentally hit in my mind that DWave built a quantum computer with 2000 qubits which can be use to simulate the whole observable universe or ...
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How exactly is solving the random circuit sampling problem a computation in the Church-Turing thesis sense?
Note: This has been cross-posted to CS Theory SE.
If we assume $\mathsf{BQP} \neq \mathsf{BPP}$, then we can say with reasonable certainty that Google's random sampling experiment falsifies the ...
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How does successfully sampling from a random quantum circuit invalidate the Extended Church-Turing Thesis?
According to these lecture notes from Berkeley, the Extended Church-Turing Thesis (ECT) asserts that:
...any "reasonable" model of computation can be efficiently simulated on a standard model such ...
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Making sense of the Sycamore's computing prowess - power consumption
I came here after reading about the announcement regarding the Sycamore processor and Google's Quantum Supremacy claim. I am hung up on several key things and I am hoping that I could find those ...
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What does Google's claim of “Quantum Supremacy” mean for the question of BQP vs BPP vs NP?
Google recently announced that they have achieved "Quantum Supremacy": "that would be practically impossible for a classical machine."
Does this mean that they have definitely proved that BQP ā BPP ?...
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Why does Google's quantum processor outperform IBM's?
I understand that both have 53 qubit devices, yet it is Google that has demonstrated quantum supremacy (although IBM refutes this!). I'm not sure if this is true but it seems like IBM cannot replicate ...
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Why do the IBM and Google processors both have 53 qubits?
As I understand from this IBM post both the IBM and Google teams have independently built 53-qubit processors. What is the significance of the number 53? It is purely coincidental, or is there a ...
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Are 20 repetitions of Sycamore's one- and 2-qubit gates sufficient to produce a uniformly random state?
In the answer to this question about random circuits, James Wootton states:
One way to see how well we [fully explore the Hilbert space] is to focus on just randomly producing $n$ qubit states. ...
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Quantum Supremacy: Some questions on cross-entropy benchmarking
I was skimming through the Google quantum supremacy paper but got stuck on this section:
For a given circuit, we collect the measured bit-strings $\{x_i\}$ and compute the linear XEB fidelity [24-26, ...
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Number of qubits to achieve quantum supremacy?
Google's Sycamore paper describes achieving quantum supremacy on a $53$-qubit quantum computer. The layout of Sycamore is $n=6\times 9=54$ nearest neighbors, with one qubit nonfunctional. They apply ...
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Understanding Google's āQuantum supremacy using a programmable superconducting processorā (Part 3): sampling
In Google's 54 qubit Sycamore processor, they created a 53 qubit quantum circuit using a random selection of gates from the set $\{\sqrt{X}, \sqrt{Y}, \sqrt{W}\}$ in the following pattern:
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Understanding Google's āQuantum supremacy using a programmable superconducting processorā (Part 2): simplifiable and intractable tilings
In Google's 54 qubit Sycamore processor, they created a 53 qubit quantum circuit using a random selection of gates from the set $\{\sqrt{X}, \sqrt{Y}, \sqrt{W}\}$ in the following pattern:
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Understanding Google's āQuantum supremacy using a programmable superconducting processorā (Part 1): choice of gate set
I was recently going through the paper titled "Quantum supremacy using a programmable superconducting processor" by NASA Ames Research Centre and the Google Quantum AI team (note that the paper was ...
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Do quantum supremacy experiments repeatedly apply the same random unitary?
It is my understanding that, given a quantum computer with $n$ qubits and a way to apply $m$ single- and 2-qubit gates, quantum supremacy experiments
Initialize the $n$ qubits into the all-zero's ket ...
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What is the point of building arithmetic circuits in a quantum computer?
My question simply is the following: is there any interests in building arithmetic circuits such as adders or multiplier on a quantum computer?
I'm asking this because it seems that classical ...
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Strong vs weak simulations and the polynomial hierarchy collapse
(Edited to make the argument and the question more precise)
An argument for quantum computational "supremacy" (specifically in Bremner et al. and the Google paper) assumes that there exists a ...
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Grover algorithm for a database search: where is the quantum advantage?
I have been trying to understand what could be the advantage of using Grover algorithm for searching in an arbitrary unordered database D(key, value) with N values instead of a classical search.
I ...
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What is the HOG test and how would it help proving quantum supremacy?
Proposed experiments in achieving quantum supremacy, such as with BosonSampling or using random circuits, have been described as using a (not necessarily Turing complete) quantum computer to perform ...
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What exactly makes quantum computers faster than classical computers?
What feature of a quantum algorithm makes it better than its classical counterpart? Are quantum computers faster than classical ones in all respects?
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Simulating quantum computers using anyon braiding
I am new to the concept of topological quantum computation (TQC).
Recently I have been thinking about simulating a quantum computer on a classical computer. I know that if I use merely the unitary ...
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Quantum machine learning after Ewin Tang
Recently, a series of research papers have been released (this, this and this, also this) that provide classical algorithms with the same runtime as quantum machine learning algorithms for the same ...
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Quantum Supremacy: How do we know that a better classical algorithm doesn't exist?
According to the Wikipedia (Which quotes this paper https://arxiv.org/abs/1203.5813 by Preskill) the definition of Quantum Supremacy is
Quantum supremacy or quantum advantage is the potential ...
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What can tensor networks mean for quantum computing?
I am trying to understand what the importance of tensor networks is (or will/could be) for quantum computing.
Does it make sense to study tensor networks deeply and develop them further to help pave ...
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What exactly is “Random Circuit Sampling”?
Many people have suggested using "Random Circuit Sampling" to demonstrate quantum supremacy. But what is the precise definition of the "Random Circuit Sampling" problem? I've seen statements like "the ...
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How to benchmark a quantum computer?
Using a simple puzzle game to benchmark quantum computers is the most clever approach I have seen so far.
The author of the aforementioned article, James, makes a nice analogy to buying a laptop ("...
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What countries are leading this “Global Quantum Computing Race”?
The terms Quantum Computing Race and Global Quantum Computing Race have been used in the press and research communities lately in an effort to describe countries making investments into a "battle" to ...
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Are there problems in which quantum computers are known to provide an exponential advantage?
It is generally believed and claimed that quantum computers can outperform classical devices in at least some tasks.
One of the most commonly cited examples of a problem in which quantum computers ...
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When will we know that quantum supremacy has been reached?
The term "quantum supremacy" - to my understanding - means that one can create and run algorithms to solve problems on quantum computers that can't be solved in realistic times on binary computers. ...
