Person

Jan Sickmann Hesthaven

Related publications (236)

About
Privacy
Disclaimer

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Jan Sickmann Hesthaven

Graph Chatbot

Chat with Graph Search

Physics-informed machine learning for reduced-order modeling of nonlinear problems

Controlling oscillations in spectral methods by local artificial viscosity governed by neural networks

Pointwise error estimate in difference setting for the two-dimensional nonlinear fractional complex Ginzburg-Landau equation

Controlling oscillations in high-order Discontinuous Galerkin schemes using artificial viscosity tuned by neural networks

Simulation-based Anomaly Detection and Damage Localization: An application to Structural Health Monitoring

Systematic sensor placement for structural anomaly detection in the absence of damaged states

Characterization of image spaces of Riemann-Liouville fractional integral operators on Sobolev spaces W-m,W-p (omega)

A Study of Several Artificial Viscosity Models within the Discontinuous Galerkin Framework

Recurrent neural network closure of parametric POD-Galerkin reduced-order models based on the Mori-Zwanzig formalism

A Homotopy Method with Adaptive Basis Selection for Computing Multiple Solutions of Differential Equations