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Beta Model
Trained MPNN model to infer throughput values from a optical network topology with nodes beteween 25 - 45. This model has been trained with the Beta training dataset also... -
Generalized Machine Learning Equalization in Coherent Receivers
Dataset underpinning manuscript "Generalized Machine Learning Equalization in Coherent Receivers". "graph_data.xlsx" is an excel spreadsheet containing the graph data. There... -
Data underpinning "Maximizing the Capacity of Graded-Index Multimode Fibers i...
This dataset contains optimised refractive index profile designs for multimode optical fibres with over 1000 linearly polarised modes. The base profile is composed of a... -
Data underpinning "Generalization Capabilities of Machine Learning-based PDM ...
"graph_data.xlsx" is an excel spreadsheet containing the graph data. There are two sheets, "Nonlinearities" which contains the data in Fig 2a, and "Dispersion" containing the... -
Dataset for Clock and Carrier Synchronized Multi-Band Wireless Communications...
The uploaded file is the dataset for our manuscript named: "Clock and Carrier Synchronized Multi-Band Wireless Communications Enabled by Frequency Comb Dissemination in Radio... -
Data underpinning "Dynamic Channel Modelling for Multimode Fibre Links in Al...
This dataset contains the mode coupling characteristics of graded-index multimode optical fibres with up to 21 linearly polarised modes. The environmental drift of these... -
Data underpinning "On the scaling of the number of modes in 125µm-cladding gr...
This dataset contains optimised refractive index profile designs for multimode optical fibres with over 1000 linearly polarised modes. The base profile is composed of a... -
Data underpinning "Experimental Demonstration of Zero-Shot Machine Learning E...
"graph_data.xlsx" is an excel spreadsheet containing the graph data used in the paper. It contains three sheets for each of the three figures in the paper. "Q_fibres" contains a... -
Data underpinning "Fully Generalized Machine Learning-Based Equalization in C...
"graph_data.xlsx" contains data displayed in the graphs present in the paper. It contains two sheets for each of the two graphs in the paper. "BER_Fibres" contains a table with... -
Data underpinning "Zero-shot ML Equalization in Coherent Optical Transmission...
All data files are *.txt files in a space-delimited format. The first row are the column titles, and subsequent rows are data. fig5_loss_curve.txt: Data for Figure 5 describing... -
Geometrically Optimised Constellations for 12dB, 16dB and 20dB SNR AWGN channel
Geometrically Shaped Constellations for an additive white Gaussian noise (AWGN) channel. For 12 dB, 16 dB and 20 dB signal-to-noise ratio (SNR) a 64, 256 and 1024 point... -
Optimal Control of SOAs with Artificial Intelligence for Sub-Nanosecond Optic...
This dataset contains 1) the data plotted and 2) the MATLAB code used to generate the data for the paper 'Optimal Control of SOAs with Artificial Intelligence for Sub-Nanosecond...
