Neurophysiology and freedom of the will. - Dirk Hartmann (Poiesis Prax., 2004)

Microscopic Pedestrian Simulations: From Passenger Exchange Times to Regional Evacuation. - Gerta Köster; Dirk Hartmann; Wolfram Klein (OR, 2010)

Integrating pedestrian simulation, tracking and event detection for crowd analysis. - Matthias Butenuth; Florian Burkert; Florian Schmidt 004; Stefan Hinz; Dirk Hartmann; Angelika Kneidl; André Borrmann; Beril Sirmaçek (ICCV Workshops, 2011)

Generation and use of sparse navigation graphs for microscopic pedestrian simulation models. - Angelika Kneidl; André Borrmann; Dirk Hartmann (Adv. Eng. Informatics, 2012)

Structured first order conservation models for pedestrian dynamics. - Dirk Hartmann; Isabella von Sivers (Networks Heterog. Media, 2013)

Modeling and Computing of Deformation Dynamics of Inhomogeneous Biological Surfaces. - Moritz Mercker; Anna K. Marciniak-Czochra; Thomas Richter 003; Dirk Hartmann (SIAM J. Appl. Math., 2013)

Novel method for online wear estimation of centrifugal pumps using multi-fidelity modeling. - Christoph Bergs; Michael Heizmann; Dirk Hartmann; Gilberto Lem Carillo (ICPS, 2019)

Digital Twins. - Dirk Hartmann; Herman Van der Auweraer (CoRR, 2020)

Machine Learning-Based Optimal Mesh Generation in Computational Fluid Dynamics. - Keefe Huang; Moritz Krügener; Alistair Brown; Friedrich Menhorn; Hans-Joachim Bungartz; Dirk Hartmann (CoRR, 2021)

Model Order Reduction based on Runge-Kutta Neural Network. - Qinyu Zhuang; Juan Manuel Lorenzi; Hans-Joachim Bungartz; Dirk Hartmann (CoRR, 2021)

A Differentiable Solver Approach to Operator Inference. - Dirk Hartmann; Lukas Failer (CoRR, 2021)

Active-learning-based non-intrusive Model Order Reduction. - Qinyu Zhuang; Dirk Hartmann; Hans-Joachim Bungartz; Juan Manuel Lorenzi (CoRR, 2022)

The Executable Digital Twin: merging the digital and the physics worlds. - Dirk Hartmann; Herman Van der Auweraer (CoRR, 2022)

A neural network multigrid solver for the Navier-Stokes equations. - Nils Margenberg; Dirk Hartmann; Christian Lessig; Thomas Richter 003 (J. Comput. Phys., 2022)

Real-time Digital Twins. - Dirk Hartmann (CoRR, 2023)

Operator inference with roll outs for learning reduced models from scarce and low-quality data. - Wayne Isaac Tan Uy; Dirk Hartmann; Benjamin Peherstorfer (Comput. Math. Appl., 2023)

Transported Memory Networks accelerating Computational Fluid Dynamics. - Matthias Schulz; Gwendal Jouan; Daniel Berger; Stefan Gavranovic; Dirk Hartmann (CoRR, 2025)