Home ›
Entities
› academia
› Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch
Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch
Research article (Scientific Reports, 2019) · cited 36× · AI/ML
Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch
Summary
Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch is a scholarly article[1].
Key Facts
Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch. Retrieved May 24, 2026, from https://4ort.xyz/entity/highly-parallel-simulation-and-optimization-of-photonic-circuits-in-time-and-frequency-domain-based-on-the-deep-learning
MLA“Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/highly-parallel-simulation-and-optimization-of-photonic-circuits-in-time-and-frequency-domain-based-on-the-deep-learning.
BibTeX@misc{4ortxyz_highly-parallel-simulation-and-optimization-of-photonic-circuits-in-time-and-frequency-domain-based-on-the-deep-learning_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch}}, year = {2026}, url = {https://4ort.xyz/entity/highly-parallel-simulation-and-optimization-of-photonic-circuits-in-time-and-frequency-domain-based-on-the-deep-learning}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch — https://4ort.xyz/entity/highly-parallel-simulation-and-optimization-of-photonic-circuits-in-time-and-frequency-domain-based-on-the-deep-learning (retrieved 2026-05-24)