Guergana Petrova
Texas A&M University(US)
Publications by Year
Research Areas
Mathematical Approximation and Integration, Numerical methods in inverse problems, Model Reduction and Neural Networks, Sparse and Compressive Sensing Techniques, Advanced Numerical Analysis Techniques
Most-Cited Works
- → Convergence Rates for Greedy Algorithms in Reduced Basis Methods(2011)368 cited
- → Nonlinear Approximation and (Deep) $$\mathrm {ReLU}$$ Networks(2021)186 cited
- → Greedy Algorithms for Reduced Bases in Banach Spaces(2013)151 cited
- → Instance-optimality in probability with an ℓ1-minimization decoder(2009)114 cited
- → Streaming Surface Reconstruction Using Wavelets(2008)110 cited
- → Data Assimilation in Reduced Modeling(2017)105 cited
- → Nonlinear Approximation and (Deep) ReLU Networks(2019)104 cited
- → Central‐upwind schemes on triangular grids for hyperbolic systems of conservation laws(2004)92 cited
- → Approximation of Functions of Few Variables in High Dimensions(2010)56 cited