mathematics
and
computer
science

LANS

LANS People

Stefan Wild

Asst. Computational Mathematician, MCS
Fellow, CI

Argonne National Laboratory
9700 South Cass Avenue
Building 240
Argonne, IL 60439

wild@mcs.anl.gov
(630) 252-9948
(630) 252-5986

[personal website]

Stefan Wild obtained his Ph.D. in operations research at Cornell University. He joined LANS as an Argonne Director's Postdoctoral Fellow in September 2008. His primary research focus is on algorithms and software for simulation-based optimization problems where derivatives of the objective are unavailable. Currently, he is developing model-based methods for derivative-free optimization that exploit additional structures often found in practical applications, including constraints, discrete variables, computational noise, parallel computing environments, and parameter estimation. In addition to numerical optimization, he is interested in machine learning and numerical linear algebra.

Selected Research Projects:

TAO : Toolkit for Advanced Optimization

Derivative-Free Optimization of Complex Systems

CACHE Institute : Communication Avoidance and Communication Hiding at the Extreme Scale

SUPER : Institute for Sustained Performance, Energy and Resilience

SEANO : Structure-Exploiting Algorithms for Nonlinear Optimization