How can quantum computing be applied in clinical trial design and optimization?

H Doga, A Bose, ME Sahin, J Bettencourt-Silva… - Trends in …, 2024 - cell.com
Clinical trials are necessary for assessing the safety and efficacy of treatments. However,
trial timelines are severely delayed with minimal success due to a multitude of factors …

Quantum algorithms for the variational optimization of correlated electronic states with stochastic reconfiguration and the linear method

M Motta, KJ Sung, J Shee - The Journal of Physical Chemistry A, 2024 - ACS Publications
Solving the electronic Schrodinger equation for strongly correlated ground states is a long-
standing challenge. We present quantum algorithms for the variational optimization of wave …

Improved real-space parallelizable matrix-product state compression and its application to unitary quantum dynamics simulation

RY Sun, T Shirakawa, S Yunoki - Physical Review B, 2024 - APS
Towards the efficient simulation of near-term quantum devices using tensor network states,
we introduce an improved real-space parallelizable matrix-product state (MPS) compression …

Walking through Hilbert space with quantum computers

T Jiang, J Zhang, MKA Baumgarten, MF Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
Computations of chemical systems' equilibrium properties and non-equilibrium dynamics
have been suspected of being a" killer app" for quantum computers. This review highlights …

Practical and efficient quantum circuit synthesis and transpiling with Reinforcement Learning

D Kremer, V Villar, H Paik, I Duran, I Faro… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper demonstrates the integration of Reinforcement Learning (RL) into quantum
transpiling workflows, significantly enhancing the synthesis and routing of quantum circuits …

A Review of Quantum Scientific Computing Algorithms for Engineering Problems

OM Raisuddin, S De - arXiv preprint arXiv:2408.13943, 2024 - arxiv.org
Quantum computing, leveraging quantum phenomena like superposition and entanglement,
is emerging as a transformative force in computing technology, promising unparalleled …

IBM Quantum Computers: Evolution, Performance, and Future Directions

M AbuGhanem - arXiv preprint arXiv:2410.00916, 2024 - arxiv.org
Quantum computers represent a transformative frontier in computational technology,
promising exponential speedups beyond classical computing limits. IBM Quantum has led …

Quantum-centric computation of molecular excited states with extended sample-based quantum diagonalization

S Barison, JR Moreno, M Motta - arXiv preprint arXiv:2411.00468, 2024 - arxiv.org
The simulation of molecular electronic structure is an important application of quantum
devices. Recently, it has been shown that quantum devices can be effectively combined with …

Efficient charge-preserving excited state preparation with variational quantum algorithms

Z Chandani, K Ikeda, ZB Kang, DE Kharzeev… - arXiv preprint arXiv …, 2024 - arxiv.org
Determining the spectrum and wave functions of excited states of a system is crucial in
quantum physics and chemistry. Low-depth quantum algorithms, such as the Variational …

Accurate quantum-centric simulations of supramolecular interactions

D Kaliakin, A Shajan, JR Moreno, Z Li, A Mitra… - arXiv preprint arXiv …, 2024 - arxiv.org
We present the first quantum-centric simulations of noncovalent interactions using a
supramolecular approach. We simulate the potential energy surfaces (PES) of the water and …