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Home Members Semler, Phillip

Semler, Phillip

Contact

Email
Email
Division
Mathematics of Complex Systems
Department
Modeling and Simulation of Complex Processes
Group
Computational Anatomy and Physiology

Projects

Projects as Member

Media Name: cno_simlopt_snapshot_mesh.png

ML for nanostructures (siMLopt)

This project is collaborative project together with Fraunhofer Institut für Integrierte Systeme und Bauelementetechnologie (IISB),Friedrich-Alexander Universität Erlangen...

ML for nanostructures (siMLopt)

Publications

2024
Adaptive Gradient Enhanced Gaussian Process Surrogates for Inverse Problems Proceedings of the MATH+ Thematic Einstein Semester on Mathematical Optimization for Machine Learning, 2024 (accepted for publication) Phillip Semler, Martin Weiser BibTeX
arXiv
2023
Adaptive Gaussian Process Regression for Efficient Building of Surrogate Models in Inverse Problems Inverse Problems, 39(12), p. 125003, 2023 Phillip Semler, Martin Weiser BibTeX
arXiv
DOI