Guergana Petrova

Computational Mechanics · 2000–2020

A researcher in the Science corpus: 11 papers; trusts 26 researchers and is trusted by 28 researchers here, as inferred from the citation graph.

Subfields

• Computational Mechanics — 41 citations into it; #1,273 of 10,001 by trust here, #1,929 by citations
• Artificial Intelligence — 28 citations into it
• Applied Mathematics — 16 citations into it; #1,339 of 7,620 by trust here, #1,574 by citations
• Computer Vision and Pattern Recognition — 14 citations into it
• Model Architectures — 10 citations into it
• Statistical and Nonlinear Physics — 10 citations into it; #3,934 of 10,127 by trust here, #2,316 by citations
• Mechanics of Materials — 6 citations into it
• Optimization & Training — 6 citations into it

Whom Guergana Petrova trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Alexander Kurganov
2. Sebastian Noelle
3. Yulong Xing
4. François Bouchut
5. Dmitry Yarotsky
6. Shi Jin
7. Ingrid Daubechies
8. Eitan Tadmor
9. Benoit Perthame
10. Chi-Wang Shu

Who trusts Guergana Petrova overall

1. Alexander Kurganov
2. Jorge Balbas
3. Albert Cohen
4. Smadar Karni
5. C. J. Greenshields
6. Pierre-Emmanuel Jabin
7. Ronald A. DeVore
8. Chi-Tien Lin
9. Yvon Maday
10. Pingchuan Ma

Papers from Guergana Petrova's perspective

Ordered by how strongly the researchers Guergana Petrova trusts endorse each paper. Same corpus, a different order for every researcher.

1. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
2. ImageNet classification with deep convolutional neural networks
3. Gradient-based learning applied to document recognition
4. AND T
5. Learning Multiple Layers of Features from Tiny Images
6. High order finite difference WENO schemes with the exact conservation property for the shallow water equations
7. A Fast and Stable Well-Balanced Scheme with Hydrostatic Reconstruction for Shallow Water Flows (SIAM Journal on Scientific Computing)
8. Some approximate Godunov schemes to compute shallow-water equations with topography
9. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
10. A kinetic scheme for the Saint-Venant system¶with a source term

Their papers

• Convergence Rates for Greedy Algorithms in Reduced Basis Methods (2010) — 484 citations
• Greedy Algorithms for Reduced Bases in Banach Spaces (2012) — 191 citations
• The averaging lemma (2000) — 47 citations
• Neural network approximation (2020) — 301 citations
• Approximation of Functions of Few Variables in High Dimensions (2011) — 74 citations
• Streaming Surface Reconstruction Using Wavelets (2008) — 132 citations
• A SECOND-ORDER WELL-BALANCED POSITIVITY PRESERVING CENTRAL-UPWIND SCHEME FOR THE SAINT-VENANT SYSTEM ∗ (2007) — 436 citations
• Central‐upwind schemes on triangular grids for hyperbolic systems of conservation laws (2005) — 99 citations
• A Smoothness Indicator for Adaptive Algorithms for Hyperbolic Systems (2002) — 66 citations
• Semidiscrete Central-Upwind Schemes for Hyperbolic Conservation Laws and Hamilton-Jacobi Equations (2001) — 901 citations
• CENTRAL SCHEMES AND CONTACT DISCONTINUITIES (2000) — 50 citations