aqora

Tensor networks for complex quantum systems

Román Orús

arXiv:1812.04011Nature Reviews PhysicsAug 5, 2019628 citations

QUANTUM-ENHANCED RISK ASSESSMENT FOR SECURING BLOCKCHAIN-ENABLED FINANCIAL SYSTEMS AND INTERCONNECTED CYBER NETWORKS

Eric Jhessim, Aderonke O. Bankole-Falaye, Isaac Yusuf

Securing blockchain-driven financial systems and other interconnected cyber networks has become of critical interest in recent years.This study highlights the intricacies of quantum computing as it poses an existential threat to the traditional cryptographic protocols safeguarding these ecosystems.A Quantum-Enhanced Risk Assessment Framework (QERAF) is proposed to address the potential vulnerabilities of current cryptographic systems, in particular, those relying on Rivest-Shamir-Adleman (RSA), elliptic curves, and symmetric encryption schemes-due to the imminent threat of quantum algorithms like Shor's and Grover's.Likewise, the study analyzes impending threats to global financial infrastructures which include Bitcoin's ECDSASecuring blockchain-driven financial systems and other interconnected cyber networks has become of critical interest in recent years.This study highlights the intricacies of quantum computing as it poses an existential threat to the traditional cryptographic protocols safeguarding these ecosystems.A Quantum-Enhanced Risk Assessment Framework (QERAF) is proposed to address the potential vulnerabilities of current cryptographic systems, in particular, those relying on Rivest-Shamir-Adleman (RSA), elliptic curves, and symmetric encryption schemes-due to the imminent threat of quantum algorithms like Shor's and Grover's.Likewise, the study analyzes impending threats to global financial infrastructures which include Bitcoin's ECDSA

Nov 3, 20230 citations

TENSOR NETWORK APPROACH FOR MODELING THERMODYNAMIC PROPERTIES OF ADSORPTION SYSTEMS WITH MANY-BODY INTERACTIONS

A. V. Karpova, V. A. Gorbunov, A. I. Uliankina +1 more

Jan 1, 20260 citations

Tensor networks for quantum computing

A. V. Berezutskii, Minzhao Liu, Atithi Acharya +25 more

arXiv:2503.08626Nature Reviews PhysicsJul 30, 202521 citations

Tensor Networks in Quantum Neural Network Architectures

K. Meenakshi, Rakhi Chauhan, Deepshikha Bhargava

Signals and communication technologyJan 1, 20260 citations

FROM CLASSICAL NEURAL NETWORKS TO QUANTUM NEURAL NETWORKS

Brunello Tirozzi