Q-pilot: Field programmable qubit array compilation with flying ancillas
Neutral atom arrays, particularly the reconfigurable field programmable qubit arrays (FPQA)
with atom movement, show strong promise for quantum computing. FPQA has a dynamic …
with atom movement, show strong promise for quantum computing. FPQA has a dynamic …
DGR: Tackling Drifted and Correlated Noise in Quantum Error Correction via Decoding Graph Re-weighting
Quantum hardware suffers from high error rates and noise, which makes directly running
applications on them ineffective. Quantum Error Correction (QEC) is a critical technique …
applications on them ineffective. Quantum Error Correction (QEC) is a critical technique …
On the universality of sn-equivariant k-body gates
On the universality of Sn -equivariant k-body gates - IOPscience Skip to content IOP
Science home Accessibility Help Search Journals Journals list Browse more than 100 …
Science home Accessibility Help Search Journals Journals list Browse more than 100 …
Robuststate: Boosting fidelity of quantum state preparation via noise-aware variational training
Quantum state preparation, a crucial subroutine in quantum computing, involves generating
a target quantum state from initialized qubits. Arbitrary state preparation algorithms can be …
a target quantum state from initialized qubits. Arbitrary state preparation algorithms can be …
Enforcing exact permutation and rotational symmetries in the application of quantum neural networks on point cloud datasets
Z Li, L Nagano, K Terashi - Physical Review Research, 2024 - APS
Recent developments in the field of quantum machine learning have promoted the idea of
incorporating physical symmetries in the structure of quantum circuits. A crucial milestone in …
incorporating physical symmetries in the structure of quantum circuits. A crucial milestone in …
FPQA-C: a compilation framework for field programmable qubit array
The neutral atom array has gained prominence in quantum computing for its scalability and
operation fidelity. Previous works focus on\textit {fixed} atom arrays (FAA) that necessitate …
operation fidelity. Previous works focus on\textit {fixed} atom arrays (FAA) that necessitate …
[PDF][PDF] Subspace controllability and failure of universality of Sn-equivariant k-body gates
S Kazi, MVS Cerezo de la Roca, M Larocca - New Journal of Physics, 2024 - osti.gov
The importance of symmetries has recently been recognized in quantum machine learning
from the simple motto: if a task exhibits a symmetry (given by a group G), the learning model …
from the simple motto: if a task exhibits a symmetry (given by a group G), the learning model …
A comparison between invariant and equivariant classical and quantum graph neural networks
Machine learning algorithms are heavily relied on to understand the vast amounts of data
from high-energy particle collisions at the CERN Large Hadron Collider (LHC). The data …
from high-energy particle collisions at the CERN Large Hadron Collider (LHC). The data …
Symmetric derivatives of parametrized quantum circuits
Symmetries are crucial for tailoring parametrized quantum circuits to applications, due to
their capability to capture the essence of physical systems. In this work, we shift the focus …
their capability to capture the essence of physical systems. In this work, we shift the focus …
Transformer-QEC: Quantum Error Correction Code Decoding with Transferable Transformers
Quantum computing has the potential to solve problems that are intractable for classical
systems, yet the high error rates in contemporary quantum devices often exceed tolerable …
systems, yet the high error rates in contemporary quantum devices often exceed tolerable …