Weekly Trend BriefEvidence window ending 2026-06-08

Quantum Computing Algorithms

Quantum Computing Algorithms has 936 eligible papers in the latest 30-day evidence window, down 8% from the prior window, with representative work spanning Quantum Time-Space Tradeoffs for Matrix Problems; MNISQ: A Large-Scale Quantum Circuit Dataset for Machine Learning in the NISQ Era; and A Practical Protocol for Quantum Oblivious Transfer from One-Way Functions.

Quantum Computing Algorithms shows 936 eligible recent papers and 936 commentary-ready papers in the current 30-day window, compared with 1,018 eligible papers in the prior window. The strongest evidence comes from 1 visible topic cluster and 8 representative papers. 7 representative papers are preprints, so those findings should be treated as preliminary.

936Recent 30-day eligible papers
1,018Prior 30-day eligible papers
936Commentary-ready papers
8Representative papers surfaced
Current windowRecent eligible papers
ComparisonPrior eligible papers
Brief typeWeekly research trend
Evidence-backed changes

What's moving

1
Change

Recent publication activity is steady

Quantum Computing Algorithms recorded 936 eligible papers in the latest 30-day window, compared with 1,018 in the prior 30-day window, making the current snapshot down 8% from the prior window.

936 recent vs 1,018 prior eligible papers
2
Change

Quantum Computing Algorithms and Architecture anchors the current evidence

Quantum Computing Algorithms and Architecture contributes 936 eligible recent papers, including 936 papers with abstracts available for commentary.

936 papers in the leading cluster
3
Change

Representative papers show where the activity is concentrated

The representative set includes Quantum Time-Space Tradeoffs for Matrix Problems; MNISQ: A Large-Scale Quantum Circuit Dataset for Machine Learning in the NISQ Era; A Practical Protocol for Quantum Oblivious Transfer from One-Way Functions; Demonstration of efficient predictive surrogates for large-scale quantum processors; and Integrated error-suppressed pipeline for quantum optimization of nontrivial binary combinatorial optimization problems on gate-model hardware at the 156-qubit scale. These papers anchor the page's claims and keep the brief tied to visible evidence.

8 representative papers
Topic shape

Theme clusters

Quantum Computing Algorithms and Architecture

Quantum Computing Algorithms and Architecture accounts for 936 eligible recent papers, including 936 commentary-ready papers in this evidence window.

936 recent eligible papers

Representative papers to review

The selected papers cover Quantum Time-Space Tradeoffs for Matrix Problems; MNISQ: A Large-Scale Quantum Circuit Dataset for Machine Learning in the NISQ Era; A Practical Protocol for Quantum Oblivious Transfer from One-Way Functions; and Demonstration of efficient predictive surrogates for large-scale quantum processors. 7 representative papers are preprints, so those findings should be treated as preliminary.

8 representative papers
Evidence anchors

Representative papers

Quantum Computing Algorithms and Architecturepreprint

Quantum Time-Space Tradeoffs for Matrix Problems

A preprint from SIAM Journal on Computing in the Quantum Computing Algorithms and Architecture evidence packet, selected because it is recent, abstract-backed, and representative of this week's topic activity.

SIAM Journal on Computing · 2026
Quantum Computing Algorithms and Architecturepreprint

Lower bounds on bipartite entanglement in noisy graph states

A preprint from Quantum in the Quantum Computing Algorithms and Architecture evidence packet, selected because it is recent, abstract-backed, and representative of this week's topic activity.

Quantum · 2026
Quantum Computing Algorithms and Architecturepreprint

Modeling stochastic chemical kinetics on quantum computers

A preprint from The Journal of Chemical Physics in the Quantum Computing Algorithms and Architecture evidence packet, selected because it is recent, abstract-backed, and representative of this week's topic activity.

The Journal of Chemical Physics · 2026
Quantum Computing Algorithms and Architecturepreprint

Imperfect-Information Games on Quantum Computers: A Case Study in Skat

A preprint from arXiv (Cornell University) in the Quantum Computing Algorithms and Architecture evidence packet, selected because it is recent, abstract-backed, and representative of this week's topic activity.

arXiv (Cornell University) · 2026