Joost A. A. Opschoor

Constructive Deep ReLU Neural Network Approximation

Lukas Herrmann, Joost A. A. Opschoor, Christoph Schwab · Journal of Scientific Computing · 2022 · 26 citations

Computing, Computer Science, Mathematics +9

Exponential ReLU Neural Network Approximation Rates for Point and Edge Singularities

Carlo Marcati, Joost A. A. Opschoor, Philipp Petersen et al. · Foundations of Computational Mathematics · 2022 · 20 citations · Full text

Computing, Computer Science, Mathematics +12

Deep ReLU networks and high-order finite element methods

Joost A. A. Opschoor, Philipp Petersen, Christoph Schwab · Analysis and Applications · 2019 · 18 citations

Computing, Computational Engineering, Computer Science +11

De Rham compatible Deep Neural Network FEM

Marcello Longo, Joost A. A. Opschoor, Nico Disch et al. · Neural Networks · 2023 · 11 citations · Full text

Computing, Computational Engineering, Computer Engineering +14

Deep learning in high dimension: ReLU network Expression Rates for Bayesian PDE inversion

Joost A. A. Opschoor, Christoph Schwab, Jakob Zech · SAM Research Report · 2020 · 10 citations

Computing, Computer Science, Physics +11