numerical analysis
PulseAugur coverage of numerical analysis — every cluster mentioning numerical analysis across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
-
New research details kernel-based operator learning with error analysis and physics-informed extensions
Researchers have published new work on kernel-based operator learning, detailing error analysis and budget allocation strategies. The study introduces a two-stage framework involving offline regression and online recons…
-
Neural networks accelerate pseudospectra computation for stability analysis
Researchers have developed a novel neural network approach to accelerate the computation of pseudospectra for structured non-normal banded matrices. This method predicts spectrally sensitive regions, allowing for focuse…
-
New ADANNs method enhances deep learning for parametric partial differential equations
Researchers have introduced Algorithmically Designed Artificial Neural Networks (ADANNs), a novel deep learning approach for approximating operators related to parametric partial differential equations. This method comb…