Interpretable neural networks: principles and applications. [PDF]
Front Artif Intell, 2023 Liu Z, Xu F.
europepmc +1 more source
A unified framework for deriving and visualizing soliton solutions in the paraxial nonlinear Schrödinger equation. [PDF]
Sci RepKhabyah AA +4 more
europepmc +1 more source
Simple Equations Method (SEsM): An Effective Algorithm for Obtaining Exact Solutions of Nonlinear Differential Equations. [PDF]
Entropy (Basel), 2022 Vitanov NK.
europepmc +1 more source
From PINNs to PIKANs: recent advances in physics-informed machine learning. [PDF]
Mach Learn Comput Sci EngToscano JD +6 more
europepmc +1 more source
Advanced physical modeling approaches for high-precision TCAD simulation of GaN HEMT power devices: a review. [PDF]
Discov NanoZhao H +6 more
europepmc +1 more source
Dynamics of soliton propagation: bifurcation, chaos, and quantitative insights into the modified Camassa-Holm equation. [PDF]
Sci RepAlam MN +5 more
europepmc +1 more source
Gross-Pitaevskii systems of fractional order with respect to multicomponent solitary wave dynamics. [PDF]
Sci RepBilal M +6 more
europepmc +1 more source
Analytical evaluations using neural network-based method for wave solutions of combined Kairat-II-X differential equation in fluid mechanics. [PDF]
Sci RepZhou P +8 more
europepmc +1 more source
Effective Behaviour of Critical-Contrast PDEs: Micro-Resonances, Frequency Conversion, and Time Dispersive Properties. II. [PDF]
Commun Math PhysCherednichenko K +3 more
europepmc +1 more source
Comparison of two wave element methods for the Helmholtz problem
, 2006 Gamallo, P., Huttunen, T.
core