Towards Sobolev Pruning

no code implementations • 6 Dec 2023 • Neil Kichler, Sher Afghan, Uwe Naumann

The produced surrogate models often will not capture the sensitivities and uncertainties inherent in the original model.

Seven open problems in applied combinatorics

no code implementations • 20 Mar 2023 • Sinan G. Aksoy, Ryan Bennink, Yuzhou Chen, José Frías, Yulia R. Gel, Bill Kay, Uwe Naumann, Carlos Ortiz Marrero, Anthony V. Petyuk, Sandip Roy, Ignacio Segovia-Dominguez, Nate Veldt, Stephen J. Young

We present and discuss seven different open problems in applied combinatorics.

Topological Data Analysis

MCMC for Bayesian uncertainty quantification from time-series data

2 code implementations • 28 May 2020 • Philip Maybank, Patrick Peltzer, Uwe Naumann, Ingo Bojak

And different methods for computing derivatives are compared.

Computation