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Hongwei Guo

6 papers hereh-index 173.7k citations35 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1

Across the 4 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • math.NA2
  • stat.ML1
same name
  • Hongwei Guo — 2 papers, h 9
  • Hongwei Guo — 1 paper, h 23
  • Hongwei Guo — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedAn Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications

2.1k citations · 3.2k across the 6 of their papers we have counts for

collaborators
Showing math.NAShow all

2 papers · 1 filter

math.NA2021★ 467 cited

A Deep Collocation Method for the Bending Analysis of Kirchhoff Plate

Hongwei Guo, Xiaoying Zhuang, Timon Rabczuk

In this paper, a deep collocation method (DCM) for thin plate bending problems is proposed. This method takes advantage of computational graphs and backpropagation algorithms invol…

math.NA2020★ 3 cited

Integrated intelligent Jaya Runge-Kutta method for solving Falkner-Skan equations for Various Wedge Angles

Hongwei Guo, Xiaoying Zhuang, Xiaoyu Meng +1

In this work, the hybrid intelligent computing method, which combines efficient Jaya algorithm with classical Runge-Kutta method is applied to solve the Falkner-Skan equations with…

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