Skip navigation


  • DSpace logo
  • Home
  • Collections
  • Researcher Profile
  • Explore by
    • Researcher Profile
  • VGU library
  • Help
  • User Guide
  • Sign on to:
    • My DSpace
    • Receive email
      updates
    • Edit Account details

VGU RESEARCH REPOSITORY


Please use this identifier to cite or link to this item: https://epub.vgu.edu.vn/handle/dlibvgu/1287
DC FieldValueLanguage
dc.contributor.authorNguyen Tran Quang Anhen_US
dc.date.accessioned2022-05-31T03:58:35Z-
dc.date.available2022-05-31T03:58:35Z-
dc.date.issued2022-
dc.identifier.urihttps://epub.vgu.edu.vn/handle/dlibvgu/1287-
dc.description.abstractIn this thesis, I apply two new methods – VarNet and Extreme Learning Machine – based on deep neural networks and feedforward neural networks to approximate partial differential equation solutions. The experiments are carried out using these latest approaches to solve partial differential equations and results obtained are compared, which shows the feasibility and superiority of the methods in question.en_US
dc.language.isoenen_US
dc.publisherVietnamese-German University-
dc.rightsAttribution-NonCommercial 4.0 International*
dc.rights.urihttps://creativecommons.org/licenses/by-nc/4.0/*
dc.subjectNeural networks optimizationen_US
dc.subjectPartial differential equation(s)en_US
dc.subjectDeep neural networksen_US
dc.titleUsing neural networks in solving partial differential equationsen_US
dc.typeThesisen_US
item.grantfulltextrestricted-
item.fulltextWith Fulltext-
item.languageiso639-1other-
Appears in Collections:Computer Science (CS)
Files in This Item:
File Description SizeFormat Existing users please Login
Using neural networks in solving partial differential equations.pdf2.17 MBAdobe PDF
Show simple item record

Page view(s)

135
checked on Oct 16, 2025

Download(s)

81
checked on Oct 16, 2025

Google ScholarTM

Check


This item is licensed under a Creative Commons License Creative Commons

© Copyright 2020 by Vietnamese - German University Library.
Add: Ring road 4, Quarter 4, Thoi Hoa Ward, Ben Cat City, Binh Duong Province
Tel.:(0274) 222 0990. Ext.: 70206