Quantum computing for finance
Quantum computers are expected to surpass the computational capabilities of classical
computers and have a transformative impact on numerous industry sectors. We present a …
computers and have a transformative impact on numerous industry sectors. We present a …
A review on quantum approximate optimization algorithm and its variants
Abstract The Quantum Approximate Optimization Algorithm (QAOA) is a highly promising
variational quantum algorithm that aims to solve combinatorial optimization problems that …
variational quantum algorithm that aims to solve combinatorial optimization problems that …
Characterizing barren plateaus in quantum ansätze with the adjoint representation
Variational quantum algorithms, a popular heuristic for near-term quantum computers, utilize
parameterized quantum circuits which naturally express Lie groups. It has been postulated …
parameterized quantum circuits which naturally express Lie groups. It has been postulated …
Quantum agents in the gym: a variational quantum algorithm for deep q-learning
Quantum machine learning (QML) has been identified as one of the key fields that could
reap advantages from near-term quantum devices, next to optimization and quantum …
reap advantages from near-term quantum devices, next to optimization and quantum …
Filtering variational quantum algorithms for combinatorial optimization
Current gate-based quantum computers have the potential to provide a computational
advantage if algorithms use quantum hardware efficiently. To make combinatorial …
advantage if algorithms use quantum hardware efficiently. To make combinatorial …
[HTML][HTML] Constrained quantum optimization for extractive summarization on a trapped-ion quantum computer
Realizing the potential of near-term quantum computers to solve industry-relevant
constrained-optimization problems is a promising path to quantum advantage. In this work …
constrained-optimization problems is a promising path to quantum advantage. In this work …
The Adjoint Is All You Need: Characterizing Barren Plateaus in Quantum Ans\" atze
E Fontana, D Herman, S Chakrabarti, N Kumar… - ar** uses for
NISQ devices. In particular, parametrised quantum circuits (PQCs) paired with classical …
NISQ devices. In particular, parametrised quantum circuits (PQCs) paired with classical …
Quantum computing for smart grid applications
Computational complexities in modern power systems are reportedly increasing daily, and it
is anticipated that traditional computers might be inadequate to provide the computation …
is anticipated that traditional computers might be inadequate to provide the computation …