Symbolic computation meets bilinear neural networks: solving Caloero-Bogoavlenskii-Schiff equation for various wave solutions

This paper innovatively constructs a novel test function system based on generalized activation functions, successfully addressing the challenge of multi-layer membrane structure solutions for the Calogero-Bogoyavlenskii-Schiff (CBS) equation through

Authors

Publication Details

Published
2025-09-29
DOI
https://doi.org/10.22541/au.175911849.92356421/v1
Primary Topic
Nonlinear Waves and Solitons
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Symbolic computation meets bilinear neural networks: solving Caloero-Bogoavlenskii-Schiff equation for various wave solutions

Yang Wang, Meiyu Li, Liu Guan-ting
Nonlinear Waves and Solitons
article

Symbolic computation meets bilinear neural networks: solving Caloero-Bogoavlenskii-Schiff equation for various wave solutions

Yang Wang, Meiyu Li, Liu Guan-ting
article en

Abstract

This paper innovatively constructs a novel test function system based on generalized activation functions, successfully addressing the challenge of multi-layer membrane structure solutions for the Calogero-Bogoyavlenskii-Schiff (CBS) equation through

National Natural Science Foundation of China
Openalex Percentile: Top 79%
Nonlinear Waves and Solitons
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Symbolic computation meets bilinear neural networks: solving Caloero-Bogoavlenskii-Schiff equation for various wave solutions — Yang Wang, Meiyu Li, et al. · (2025) | TGRS Research Map | TGRS