Exploiting Hardware and Software Advances for Quadratic Models of Wind Farm Layout Optimization by Arik Senderovich, Jiachen Zhang, Eldan Cohen, J. Christopher Beck

“…To this end, we exploit recent advances in optimization hardware and software that target quadratic constraints: commercial mixed integer linear solvers have been extended to address some quadratic problems and nascent specialized hardware, including quantum computing systems, have focused on solving quadratic unconstrained binary optimization (QUBO) problems. …”
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Optimized design and investigation of novel reversible toffoli and peres gates using QCA techniques by Mukesh Patidar, D. Arul Kumar, P. William, Ganesh Babu Loganathan, A Mohathasim Billah, G. Manikandan

“…As such, it might be used in the next generation of quantum computational nano-electronics devices. New molecular materials like QCA are being developed for use in nanoscale devices and cables. …”
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van der Waals-corrected density functional study of electric field noise heating in ion traps caused by electrode surface adsorbates by Keith G Ray, Brenda M Rubenstein, Wenze Gu, Vincenzo Lordi

“…In order to realize the full potential of ion trap quantum computers, an improved understanding is required of the motional heating that trapped ions experience. …”
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Super-resolution imaging: when biophysics meets nanophotonics by Koenderink A. Femius, Tsukanov Roman, Enderlein Jörg, Izeddin Ignacio, Krachmalnicoff Valentina

“…Its importance is underlined by the large span of fields in which such accurate knowledge of light–matter interaction is needed, namely nanophotonics, quantum electrodynamics, atomic physics, biosensing, quantum computing and many more. Increasing innovations in the field of microscopy in the last decade have pushed the ability of observing such phenomena across multiple length scales, from micrometers to nanometers. …”
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Integrated photon sources for quantum information science applications by Alsing, P. M., Mogent, N. A., Thomas, P. M., Fanto, M. L., Tison, C. C., Steidle, J. A., Preble, S. F., Rizzo, A., Lu, Timothy K, Wang, Zihao, Englund, Dirk R.

“…This device has the potential to greatly improve the scalability and performance of quantum computing and communication systems.…”
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Large-scale integration of artificial atoms in hybrid photonic circuits by Han, Noel H., Lu, Tsung-Ju, Chen, Kevin C., Walsh, Michael P., Trusheim, Matthew E, De Santis, Lorenzo, Bersin, Eric Alexander, Harris, Isaac B., Mouradian, Sara L, Christen, Ian R., Englund, Dirk R.

“…A central challenge in developing quantum computers and long-range quantum networks is the distribution of entanglement across many individually controllable qubits1. …”
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Search for Majorana neutrinos exploiting millikelvin cryogenics with CUORE by Canonica, Lucia, Johnston, J., Mayer, D., Ouellet, Jonathan L, Winslow, Lindley

“…We discuss potential applications of the advances made with CUORE to other fields such as direct dark matter, neutrino and nuclear physics searches and large-scale quantum computing, which can benefit from sustained operation of large payloads in a low-radioactivity, ultralow-temperature cryogenic environment.…”
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Sapphire: A Configurable Crypto-Processor for Post-Quantum Lattice-based Protocols by Banerjee, Utsav, Ukyab, Tenzin S, Chandrakasan, Anantha P

“…<jats:p>Public key cryptography protocols, such as RSA and elliptic curve cryptography, will be rendered insecure by Shor’s algorithm when large-scale quantum computers are built. Cryptographers are working on quantum-resistant algorithms, and lattice-based cryptography has emerged as a prime candidate. …”
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Signature Split Method for a PQC-DSA Compliant with V2V Communication Standards by Youngbeom Kim, Seog Chung Seo

“…The development of quantum computing systems poses a great threat to the security of existing public key-based systems. …”
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Variational learning algorithms for quantum query complexity by Zipeng Wu, Shi-Yao Hou, Chao Zhang, Lvzhou Li, Bei Zeng

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A Compact Hardware Implementation of CCA-Secure Key Exchange Mechanism CRYSTALS-KYBER on FPGA by Yufei Xing, Shuguo Li

“…Post-quantum cryptosystems should be prepared before the advent of powerful quantum computers to ensure information secure in our daily life. …”
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China’s AI Strategy by R. S. Vykhodets

“…Its leading positions are supported by substantial investments comparable to the USA and the EU, significant achievements in the creation of computing infrastructure, high patent and publication activity of Chinese researchers, developers and organizations, existing scientific and technological groundwork in the field of quantum computing and neuroscience. China has formed a holistic AI strategy aimed at technological leadership, strengthening sovereignty in the field of high technologies, developing human resources, improving economic efficiency, gaining competitive advantages at the international level, as well as projecting its own geopolitical interests on this basis. …”
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Continuous dissipative phase transitions with or without symmetry breaking by Fabrizio Minganti, Ievgen I Arkhipov, Adam Miranowicz, Franco Nori

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Highly efficient secure linear algebra for private machine learning classifications over malicious clients in the post-quantum world by Artrim Kjamilji, Osman Berke Güney

“…Since the used underlying cryptographic primitives are shown to be resilient to quantum computer attacks, the proposed algorithms are also suitable for the post-quantum world. …”
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Neural networks for quantum inverse problems by Ningping Cao, Jie Xie, Aonan Zhang, Shi-Yao Hou, Lijian Zhang, Bei Zeng

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Qubit-efficient encoding scheme for quantum simulations of electronic structure by Yu Shee, Pei-Kai Tsai, Cheng-Lin Hong, Hao-Chung Cheng, Hsi-Sheng Goan

“…Simulating electronic structure on a quantum computer requires encoding of fermionic systems onto qubits. …”
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Application of Machine Learning Ensemble Methods to ASTRI Mini-Array Cherenkov Event Reconstruction by Antonio Pagliaro, Giancarlo Cusumano, Antonino La Barbera, Valentina La Parola, Saverio Lombardi

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The key exchange protocol based on non-commutative elements of Clifford algebra by Chukanov, Sergei N.

“…&nbsp; Since the beginning of this century, interest has increased in the development of alternative asymmetric cryptosystems that are resistant to attacks by quantum computer algorithms. Most of these schemes are non-commutative cryptography algorithms, such as a scheme of matrix polynomial ring. …”
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Cloud computing-based framework for heart disease classification using quantum machine learning approach by Enad Huda Ghazi, Mohammed Mazin Abed

“…Machine learning (ML) and deep learning (DL) techniques need quantum learning to quickly and accurately analyze massive volumes of complex data. With quantum computing, the suggested DL and ML algorithms can change their predictions on the basis of changes in the dataset. …”
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CircuitQ: an open-source toolbox for superconducting circuits by Philipp Aumann, Tim Menke, William D Oliver, Wolfgang Lechner

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