[HTML][HTML] The variational quantum eigensolver: a review of methods and best practices

J Tilly, H Chen, S Cao, D Picozzi, K Setia, Y Li, E Grant… - Physics Reports, 2022 - Elsevier
The variational quantum eigensolver (or VQE), first developed by Peruzzo et al.(2014), has
received significant attention from the research community in recent years. It uses the …

[HTML][HTML] Quantum computing for near-term applications in generative chemistry and drug discovery

A Pyrkov, A Aliper, D Bezrukov, YC Lin… - Drug Discovery …, 2023 - Elsevier
Highlights•Drug discovery is time consuming, expensive and experiences increasing
challenges.•Generation of new drug candidates is one of the major challenges.•Quantum …

Drug design on quantum computers

R Santagati, A Aspuru-Guzik, R Babbush, M Degroote… - Nature Physics, 2024 - nature.com
The promised industrial applications of quantum computers often rest on their anticipated
ability to perform accurate, efficient quantum chemical calculations. Computational drug …

[PDF][PDF] Early fault-tolerant quantum computing

A Katabarwa, K Gratsea, A Caesura, PD Johnson - PRX Quantum, 2024 - APS
In recent years, research in quantum computing has largely focused on two approaches:
near-term intermediate-scale quantum (NISQ) computing and future fault-tolerant quantum …

A hybrid quantum computing pipeline for real world drug discovery

W Li, Z Yin, X Li, D Ma, S Yi, Z Zhang, C Zou, K Bu… - Scientific Reports, 2024 - nature.com
Quantum computing, with its superior computational capabilities compared to classical
approaches, holds the potential to revolutionize numerous scientific domains, including …

Improved precision scaling for simulating coupled quantum-classical dynamics

S Simon, R Santagati, M Degroote, N Moll, M Streif… - PRX Quantum, 2024 - APS
In this paper, we present a superpolynomial improvement in the precision scaling of
quantum simulations for coupled quantum-classical systems. Such systems are found in, eg …

Quantum Equation of Motion with Orbital Optimization for Computing Molecular Properties in Near-Term Quantum Computing

PWK Jensen, ER Kjellgren, P Reinholdt… - Journal of Chemical …, 2024 - ACS Publications
Determining the properties of molecules and materials is one of the premier applications of
quantum computing. A major question in the field is how to use imperfect near-term quantum …

Unraveling quantum computing system architectures: an extensive survey of cutting-edge paradigms

X Zhao, X Xu, L Qi, X **a, M Bilal, W Gong… - Information and Software …, 2024 - Elsevier
Context: The convergence of physics and computer science in the realm of quantum
computing systems has sparked a profound revolution within the computer industry …

Fault-tolerant quantum algorithm for symmetry-adapted perturbation theory

CL Cortes, M Loipersberger, RM Parrish… - PRX Quantum, 2024 - APS
The efficient computation of observables beyond the total energy is a key challenge and
opportunity for fault-tolerant quantum computing approaches in quantum chemistry. Here …

Perturbation theory with quantum signal processing

K Mitarai, K Toyoizumi, W Mizukami - Quantum, 2023 - quantum-journal.org
Perturbation theory is an important technique for reducing computational cost and providing
physical insights in simulating quantum systems with classical computers. Here, we provide …