ArticleNature communications2019
A single shot coherent Ising machine based on a network of injection-locked multicore fiber lasers.
Article in Nature communications, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed.
- Reconfigurable Light Field Generation With Hologram-Enhanced Multicore Fibers.Nanophotonics (Berlin, Germany) · 2026Article
- Combinatorial optimization with Kerr solitons.Science advances · 2026Article
- Accelerating a coherent Ising machine by XY-Ising spin transition.Scientific reports · 2026Article
- Article
- Tunable metafibers: remote spatial focus control using 3D nanoprinted holograms on dual-core fibers.Light, science & applications · 2025Article
- A monolithically integrated optical Ising machine.Nature communications · 2025Article
- Fiber-based angular demultiplexer using nanoprinted periodic structures on single-mode multicore fibers.Nature communications · 2025Article
- Finding independent sets in large-scale graphs with a coherent Ising machine.Science advances · 2025Article
- Advanced remote focus control in multicore meta-fibers through 3D nanoprinted phase-only holograms.Nature communications · 2025Article
- Wavelength-division multiplexing optical Ising simulator enabling fully programmable spin couplings and external magnetic fields.Science advances · 2023Article
- Bifurcation behaviors shape how continuous physical dynamics solves discrete Ising optimization.Nature communications · 2023Article
- 100,000-spin coherent Ising machine.Science advances · 2021Article
- Physics successfully implements Lagrange multiplier optimization.Proceedings of the National Academy of Sciences of the United States of America · 2020Article
- Demonstration of chip-based coupled degenerate optical parametric oscillators for realizing a nanophotonic spin-glass.Nature communications · 2020Article
- Quantum Walks in Periodic and Quasiperiodic Fibonacci Fibers.Scientific reports · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Combinatorial optimization problems over large and complex systems have many applications in social networks, image processing, artificial intelligence, computational biology and a variety of other areas. Finding the optimized solution for such problems in general are usually in non-deterministic polynomial time (NP)-hard complexity class. Some NP-hard problems can be easily mapped to minimizing an Ising energy function. Here, we present an analog all-optical implementation of a coherent Ising machine (CIM) based on a network of injection-locked multicore fiber (MCF) lasers. The Zeeman terms and the mutual couplings appearing in the Ising Hamiltonians are implemented using spatial light modulators (SLMs). As a proof-of-principle, we demonstrate the use of optics to solve several Ising Hamiltonians for up to thirteen nodes. Overall, the average accuracy of the CIM to find the ground state energy was ~90% for 120 trials. The fundamental bottlenecks for the scalability and programmability of the presented CIM are discussed as well.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.