## 3 Models and Algorithms
### Lightpath Provisioning
[CrossRef]
* [PERSON] et al. (2019) [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON] A Modulation Format Correction Formula for the Gaussian Noise Model in the Presence of Inter-Channel Stimulated Raman Scattering. _J. Light. Technol._**2019**, _37_, 5122-5131. [CrossRef]
* [PERSON] and [PERSON] (2018) [PERSON]; [PERSON] [PERSON] Machine Learning for Optical Network Automation: Overview, Architecture and Applications. _J. Opt. Commun. Netw._**2018**, _10_, D126-D143. [CrossRef]
* [PERSON] et al. (2021) [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON] Introduction to the JOCN Special Issue on Machine Learning Applied to QoT Estimation in Optical Networks. _J. Opt. Commun. Netw._**2021**, _13_, MLAQ1-MLAQ2. [CrossRef]
* [PERSON] et al. (2023) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; et al. Building a digital twin for intelligent optical networks [Invited Tutorial]. _J. Opt. Commun. Netw._**2023**, _15_, C242-C262. [CrossRef]
* [PERSON] et al. (2022) [PERSON]; [PERSON]; [PERSON] [PERSON] Deep Learning-based Real-Time Analysis of Lightpath Optical Constellations [Invited]. _J. Opt. Commun. Netw._**2022**, _14_, C70-C81. [CrossRef]
* [PERSON] et al. (2023) [PERSON]; [PERSON], [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] [PERSON] OCATA: A deep-learning-based digital twin for the optical time domain. _J. Opt. Commun. Netw._**2023**, _15_, 87-97. [CrossRef]
* [PERSON] et al. (2024) [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] [PERSON] Applications of the OCATA time domain digital twin: From QoT estimation to failure management. _J. Opt. Commun. Netw._**2024**, _16_, 221-232. [CrossRef]
* [PERSON] et al. (2022) [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] [PERSON] Twining Digital Subcarrier Multiplexed Optical Signals with OCATA for Lightpath Provisioning. _J. Light. Technol._**2022**, 1-10. [CrossRef]
* [PERSON] et al. (2023) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON] SSMS: A Split Step MultiBand Simulation Software. In Proceedings of the 2023 23 rd International Conference on Transparent Optical Networks (ICTON), Bucharest, Romania, 2-6 July 2023. * [PERSON] et al. (2020) [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON], [PERSON]; [PERSON] [PERSON] OpenConfig and OpenROADM automation of operational modes in disaggregated optical networks. _IEEE Access_**2020**, \(8\), 190094-190107. [CrossRef]
* [PERSON] et al. (2024) [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] [PERSON] Photonic device programmability in support of autonomous optical networks. _J. Opt. Commun. Netw._**2024**, _16_, D53-D63. [CrossRef]
* [PERSON] et al. (2014) [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON] Multipath Restoration and Bitrate Squeezing in SDN-based Elastic Optical Networks. _Photonic Netw. Commun._**2014**, _28_, 45-57. [CrossRef]
* [PERSON] et al. (2013) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Nonparametric Nonlinear Phase Noise Mitigation by Using M-ary SVM for Coherent Optical Systems. _IEEE Photonics J._**2013**, \(5\), 7800312. [CrossRef]* [PERSON] et al. (2024) [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON] Using the OCATA Digital Twin to Improve QoT of Optical Connections in Multiband Optical Networks. In Proceedings of the 2024 International Conference on Optical Network Design and Modeling (ONDM), Madrid, Spain, 6-9 May 2024. * [PERSON] et al. (2020) [PERSON]; [PERSON] _Mixture Models and Applications_; Springer: Berlin/Heidelberg, Germany, 2020. * [PERSON] et al. (2012) [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] Optimum Integration Procedures for Supercontinuum Simulation. _IEEE Photonics J._**2012**, 4, 552-560. [CrossRef]
* [PERSON] et al.