JaxLayerLumos: A JAX-based Differentiable Optical and Radio Frequency Simulator for Multilayer Structures

Python Submitted 23 May 2025Published 16 October 2025
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Editor: @zhubonan (all papers)
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Authors

Mingxuan Li (0000-0001-6217-9382), Jungtaek Kim (0000-0002-1905-1399), Paul W. Leu (0000-0002-1599-7144)

Citation

Li et al., (2025). JaxLayerLumos: A JAX-based Differentiable Optical and Radio Frequency Simulator for Multilayer Structures. Journal of Open Source Software, 10(114), 8572, https://doi.org/10.21105/joss.08572

@article{Li2025, doi = {10.21105/joss.08572}, url = {https://doi.org/10.21105/joss.08572}, year = {2025}, publisher = {The Open Journal}, volume = {10}, number = {114}, pages = {8572}, author = {Li, Mingxuan and Kim, Jungtaek and Leu, Paul W.}, title = {JaxLayerLumos: A JAX-based Differentiable Optical and Radio Frequency Simulator for Multilayer Structures}, journal = {Journal of Open Source Software} }
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JAX optics photonics radio frequency transfer-matrix method simulation differentiable programming inverse design machine learning

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