Home › Categories › Science & Nature› DeepONet

DeepONet.pdf

1910.03193.pdf
Preview of DeepONet
🔗 Source: arxiv.org
📊 Size: 740 KB
📄 Pages: 22 pages
⬇️ Downloads: 80

Summary

DeepONet learns nonlinear operators for identifying differential equations based on the universal approximation theorem of operators, using two sub-networks: a branch net for encoding input functions and a trunk net for encoding output function locations, achieving high-order error convergence and significantly reducing generalization error compared to fully-connected networks.

Download File

Description

DeepONet learns nonlinear operators for identifying differential equations based on the universal approximation theorem of operators, using two sub-networks: a...

Technical Information

  • File Format: PDF
  • File Size: 740 KB
  • Pages: 22
  • Language: EN
  • Total Downloads: 80
  • Last Updated: 6 hours ago

Document Overview

This PDF document about DeepONet provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into DeepONet.

Related Topics

If you're interested in DeepONet, you might also want to explore:

DeepONet guideDeepONet tutorial

Related Categories

Business & Finance
41204 documents
Education & Learning
22711 documents
Health & Wellness
8956 documents
Technology
4783 documents

Related Documents

Preview of Annexure - C_Affidavit_Printing of SLM for SODL_Jamia Hamdard
PDF file

Annexure - C_Affidavit_Printing of SLM for SODL_Jamia Hamdard

67 KBnahemadEN1 page
The affidavit is executed by a deponent, an authorized signatory of a firm/company, who states and affirms various details, including their...
Download
Preview of Section-22-Affidavit
PDF file

Section-22-Affidavit

25 KBThe Judicial Title Insurance Agency LLCEN2 pages
The undersigned, being duly sworn, provides information about a loan, including the loan amount, consideration for the loan, and estimated costs such...
Download
Preview of Preview Abstract
PDF file

Preview Abstract

11 KBEN1 page
Einstein acknowledged Michele Besso's help in his 1905 special relativity paper, but their collaboration deepened during Einstein's development of...
Download
Preview of Biogeochemical Processes
PDF file

Biogeochemical Processes

2.7 MBEN26 pages
Argo floats equipped with oxygen, chlorophyll, backscatter, and nitrate sensors collected data in the western North Pacific from January to April...
Download
Preview of Compassion
PDF file

Compassion

197 KBEN5 pages
The Covenant Groups commit to attending meetings, honoring the group, sharing responsibilities, avoiding cross-talk, and maintaining confidentiality.
Download

Download DeepONet eBooks for free and learn more about DeepONet. These books contain exercises and tutorials to improve your practical skills, at all levels!

Not satisfied with this document? We have related documents to DeepONet, try searching with similar keywords: DeepONet

You can download PDF versions of the user's guide, manuals and ebooks about DeepONet, you can also find and download for free A free online manual (notices) with beginner and intermediate, Downloads Documentation, You can download PDF files (or DOC and PPT) about DeepONet for free, but please respect copyrighted ebooks.