… 3.2 Pulse prediction in the soliton pair evolution in HNLF In addition, we consider pulse
prediction in a more complex dynamic that the soliton pair evolution in HNLF. Two different cases …

… of great interest in nonlinear fiber optics and have important applications in the fields of …
prediction results with varied initial pulse widths. The predicted pulse profiles with an initial pulse …

… predict the output pulse profile after transmission through highly nonlinear and dispersive
fibers… set of input and output pulses for the case of both known and unknown fibers. Since each …

… of nonlinear fiber optics, with significant applications in fiber … network to predict multi-pulse
propagation in optical fiber. The … modeling and predicting the multi-pulse evolution through the …

… We also develop a neural network to make predictions for input probe pulses that propagate
… predicting optimal pulse shapes for a desired output. The setup requires only a single pulse …

… However, short pulse dynamics are highly nonlinear, and optimizing pulse propagation for
… model and predict complex nonlinear propagation in optical fibre, solely from the input pulse …

… We aim to emulate fiber propagation and predict the shape of the output pulse for known
as … In order to maximize the capacity of fiber optical communication systems the linear and …

… can predict optical pulse propagation and model how they are affected by nonlinearity
over a fiber length with minimal errors. The two types of RNNs employed to predict our time-series …

… of measured pulse … fiber pulse sensor (CFPS) was used to collect the pulse wave signal
of a human radial artery. The features of the pulse wave signal were used to estimate the pulse …

… Besides, we focus on predicting the evolution of signal pulse by varying the initial signal …
In this work, we focus on the prediction of signal pulse evolution operating in the small-signal …