Hongwei Guo
Statistical and Nonlinear Physics · with Rabczuk · 2019–2021
A researcher in the Science corpus: 3 papers; trusts 27 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Statistical and Nonlinear Physics — 42 citations into it; #9,915 of 10,127 by trust here, #4,633 by citations
- Artificial Intelligence — 39 citations into it
- Computational Mechanics — 24 citations into it
- Mechanics of Materials — 18 citations into it; #6,074 of 6,291 by trust here, #3,247 by citations
- Computer Vision and Pattern Recognition — 16 citations into it
- AI for Physical Sciences — 15 citations into it
- Model Architectures — 14 citations into it
- Numerical Methods & Scientific Computing — 9 citations into it
Whom Hongwei Guo trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Maizar Raissi
- Kurt Hornik
- Jiequn Han
- W. E
- George V. Cybenko
- Dong C. Liu
- Jens Berg
- E. Weinan
- Vinh Phu Nguyen
- Arnulf Jentzen
Who trusts Hongwei Guo overall
Papers from Hongwei Guo's perspective
Ordered by how strongly the researchers Hongwei Guo trusts endorse each paper. Same corpus, a different order for every researcher.
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- Long Short-Term Memory
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
- Learning Multiple Layers of Features from Tiny Images
- Deep Learning
- Understanding the difficulty of training deep feedforward neural networks
- Attention is All you Need (Neural Information Processing Systems)
Their papers
- A Deep Collocation Method for the Bending Analysis of Kirchhoff Plate (2021) — 503 citations
- Deep Autoencoder based Energy Method for the Bending, Vibration, and Buckling Analysis of Kirchhoff Plates (2020) — 395 citations
- An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications (2019) — 1,881 citations