Quantum Brain

Papers

Live trends in quantum computing research, updated daily from arXiv.

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28,402

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150

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13,509 papers in 12 months (-19% vs prior quarter)

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Qubit Platforms

Hardware platform mentions in abstractsPhotonic leads

28,402 papers found

Inferring charge-noise source locations from correlations in spin qubits

Juan S. Rojas-Arias, Akito Noiri, Jun Yoneda +7 more·May 9, 2025

We investigate low-frequency noise in a spin-qubit device made in isotopically purified Si/Si-Ge. Observing sizable cross-correlations among energy fluctuations of different qubits, we conclude that these fluctuations are dominated by charge noise. A...

Mesoscale PhysicsQuantum Physics

Efficient Quantum Convolutional Neural Networks for Image Classification: Overcoming Hardware Constraints

Peter Röseler, Oliver Schaudt, Helmut Berg +2 more·May 9, 2025

While classical convolutional neural networks (CNNs) have revolutionized image classification, the emergence of quantum computing presents new opportunities for enhancing neural network architectures. Quantum CNNs (QCNNs) leverage quantum mechanical ...

Computer SciencePhysics

Quasiprobabilistic imaginary-time evolution on quantum computers

A. Ray, Esha Swaroop, Ningping Cao +2 more·May 9, 2025

Imaginary-time evolution plays an important role in algorithms for computing ground-state and thermal equilibrium properties of quantum systems, but can be challenging to simulate on classical computers. Many quantum algorithms for imaginary-time evo...

Physics

Hadamard Random Forest: Reconstructing real-valued quantum states with exponential reduction in measurement settings

Zhixin Song, Hang Ren, Melody Lee +3 more·May 9, 2025

Quantum tomography is a crucial tool for characterizing quantum states and devices and estimating nonlinear properties of the systems. Performing full quantum state tomography on an $N_\mathrm{q}$ qubit system requires an exponentially increasing ove...

Physics

Advancing Finite-Length Quantum Error Correction Using Generalized Bicycle Codes

Olai Å. Mostad, Hsuan-Yin Lin, E. Rosnes +2 more·May 9, 2025

Generalized bicycle (GB) codes have emerged as a promising class of quantum error-correcting codes with practical decoding capabilities. While numerous asymptotically good quantum codes and quantum low-density parity-check code constructions have bee...

PhysicsComputer ScienceMathematics

The Quantum Approximate Optimization Algorithm Can Require Exponential Time to Optimize Linear Functions

Francisco Chicano, Z. Dahi, Gabriel Luque·May 9, 2025

QAOA is a hybrid quantum-classical algorithm to solve optimization problems in gate-based quantum computers. It is based on a variational quantum circuit that can be interpreted as a discretization of the annealing process that quantum annealers foll...

Computer SciencePhysics

2D Quon Language: Unifying Framework for Cliffords, Matchgates, and Beyond

Byungmin Kang, Chen Zhao, Zhengwei Liu +2 more·May 9, 2025

Simulating generic quantum states and dynamics is practically intractable using classical computers. However, certain special classes -- namely Clifford and matchgate circuits -- permit efficient computation. They provide invaluable tools for studyin...

PhysicsMathematics

Quantum medical image encoding and compression using Fourier-based methods

Taehee Ko, Inho Lee, H. Yu·May 9, 2025

Quantum image processing (QIMP) has recently emerged as a promising field for modern image processing applications. In QIMP algorithms, encoding classical image informaiton into quantum circuit is important as the first step. However, most of existin...

Computer SciencePhysicsMathematics

From Fermions to Qubits: A ZX-Calculus Perspective

Haytham McDowall-Rose, R. A. Shaikh, L. Yeh·May 9, 2025

Mapping fermionic systems to qubits on a quantum computer is often the first step for algorithms in quantum chemistry and condensed matter physics. However, it is difficult to reconcile the many different approaches that have been proposed, such as t...

Physics

Landauer principle and thermodynamics of computation

Pritam Chattopadhyay, A. Misra, Tanmoy Pandit +1 more·May 9, 2025

According to the Landauer principle, any logically irreversible process accompanies entropy production, which results in heat dissipation in the environment. Erasing of information, one of the primary logically irreversible processes, has a lower bou...

Computer SciencePhysicsMedicine

Optimization of Quantum Error Correcting Code under Temporal Variation of Qubit Quality

Subrata Das, Swaroop Ghosh·May 9, 2025

Error rates in current noisy quantum hardware are not static; they vary over time and across qubits. This temporal and spatial variation challenges the effectiveness of fixed-distance quantum error correction (QEC) codes. In this paper, we analyze 12...

PhysicsComputer Science

Optimal statistical ensembles for quantum thermal state preparation within the quantum singular value transformation framework

Yasushi Yoneta·May 9, 2025

Preparing thermal equilibrium states is an essential task for finite-temperature quantum simulations. In statistical mechanics, microstates in thermal equilibrium can be obtained from statistical ensembles. To date, numerous ensembles have been devis...

Physics

Sublinear Classical-to-Quantum Data Encoding Using $n$-Toffoli Gates

Vittorio Pagni, Gary Schmiedinghoff, Kevin Lively +2 more·May 9, 2025

Quantum state preparation, also known as encoding or embedding, is a crucial initial step in many quantum algorithms and often constrains theoretical quantum speedup in fields such as quantum machine learning and linear equation solvers. One common s...

Physics

Scalable Quantum State Preparation via Large-Language-Model-Driven Discovery

Qing-Hong Cao, Zongbin Hou, Ying-Ying Li +5 more·May 9, 2025

Efficient quantum state preparation remains a central challenge in first-principles quantum simulations of dynamics in quantum field theories, where the Hilbert space is intrinsically infinite-dimensional. Here, we introduce a large language model (L...

PhysicsComputer Science

Towards Secondary Structure Prediction of Longer Mrna Sequences Using a Quantum-Centric Optimization Scheme

Vaibhaw Kumar, Dimitris Alevras, Mihir Metkar +9 more·May 9, 2025

Accurate prediction of mRNA secondary structure is critical for understanding gene expression, translation efficiency, and advancing mRNA-based therapeutics. However, the combinatorial complexity of possible foldings, especially in long sequences, po...

Physics

Bridging Classical and Quantum Information Scrambling with the Operator Entanglement Spectrum

Ben T. McDonough, Claudio Chamon, Justin H. Wilson +1 more·May 8, 2025

Universal features of chaotic quantum dynamics underlie our understanding of thermalization in closed quantum systems and the complexity of quantum computations. Reversible automaton circuits, comprised of classical logic gates, have emerged as a tra...

Quantum PhysicsMathematical Physics

A circuit-differentiation framework for Green's functions on quantum computers

Samuele Piccinelli, Francesco Tacchino, Ivano Tavernelli +1 more·May 8, 2025

We propose a general framework for computing Retarded Green's Functions (RGFs) on quantum computers by recasting their evaluation as a problem of circuit differentiation. Our proposal is based on real-time evolution and specifically designed circuit ...

Quantum Physics

A Circuit-QED Lattice System with Flexible Connectivity and Gapped Flat Bands for Photon-Mediated Spin Models

Kellen O'Brien, Maya Amouzegar, Won Chan Lee +2 more·May 8, 2025

Quantum spin models are ubiquitous in solid-state physics, but classical simulation of them remains extremely challenging. Experimental testbed systems with a variety of spin-spin interactions and measurement channels are therefore needed. One promis...

Quantum Physics

Operator-Level Quantum Acceleration of Non-Logconcave Sampling

Jiaqi Leng, Zhiyan Ding, Zherui Chen +1 more·May 8, 2025

Sampling from probability distributions of the form $σ\propto e^{-βV}$, where $V$ is a continuous potential, is a fundamental task across physics, chemistry, biology, computer science, and statistics. However, when $V$ is non-convex, the resulting di...

Quantum Physicscs.LGmath.OC

Symbolic Analysis of Grover Search Algorithm via Chain-of-Thought Reasoning and Quantum-Native Tokenization

Min Chen, Jinglei Cheng, Pingzhi Li +3 more·May 8, 2025

Understanding the high-level conceptual structure of quantum algorithms from their low-level circuit representations is a critical task for verification, debugging, and education. While traditional numerical simulators can calculate output probabilit...

Quantum PhysicsAIcs.LG
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