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Daniel Grünbaum

Orcid: 0000-0003-2806-1369

According to our database1, Daniel Grünbaum authored at least 6 papers between 2000 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
<i>d</i>CG - differentiable connected geometries for AI-compatible multi-domain optimization and inverse design.
[BibTeX]
[DOI]
Alexander Luce
,
Daniel Grünbaum
,
Florian Marquardt
Mach. Learn. Sci. Technol., 2025

2024
Management Decisions in Manufacturing using Causal Machine Learning - To Rework, or not to Rework?
[BibTeX]
[DOI]
Philipp Schwarz
,
Oliver Schacht
,
Sven Klaassen
,
Daniel Grünbaum
,
Sebastian Imhof
,
Martin Spindler
CoRR, 2024

2023
Causal modelling and validation based on observational data and domain knowledge.
[BibTeX]
[DOI]
Daniel Grünbaum
PhD thesis, 2023

Causally Learning an Optimal Rework Policy.
[BibTeX]
[DOI]
Oliver Schacht
,
Sven Klaassen
,
Philipp Schwarz
,
Martin Spindler
,
Daniel Grünbaum
,
Sebastian Imhof
Proceedings of the KDD'23 Workshop on Causal Discovery, 2023

2022
Quantitative probing: Validating causal models using quantitative domain knowledge.
[BibTeX]
[DOI]
Daniel Grünbaum
,
Maike Lorena Stern
,
Elmar Wolfgang Lang
CoRR, 2022

2000
Advection-Diffusion Equations for Internal State-Mediated Random Walks.
[BibTeX]
[DOI]
Daniel Grünbaum
SIAM J. Appl. Math., 2000


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