Carsten Hartmann

According to our database, Carsten Hartmann authored at least 27 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Optimal Relaxed Control for a Decoupled G-FBSDE.

Hafida Bouanani, Omar Kebiri, Carsten Hartmann, Amel Redjil

J. Optim. Theory Appl., September, 2024

Nonasymptotic Bounds for Suboptimal Importance Sampling.

Carsten Hartmann, Lorenz Richter

SIAM/ASA J. Uncertain. Quantification, 2024

Towards a Reliable Offline Personal AI Assistant for Long Duration Spaceflight.

Oliver Bensch, Leonie Bensch, Tommy Nilsson, Florian Saling, Wafa Sadri, Carsten Hartmann, Tobias Hecking, J. Nathan Kutz

CoRR, 2024

Quantum Annealing based Power Grid Partitioning for Parallel Simulation.

Carsten Hartmann, Junjie Zhang, Carlos D. Gonzalez Calaza, Thiemo Pesch, Kristel Michielsen, Andrea Benigni

CoRR, 2024

Synchronized states of power grids and oscillator networks by convex optimization.

Carsten Hartmann, Philipp C. Böttcher, David Gross, Dirk Witthaut

CoRR, 2024

2023

Overcoming the timescale barrier in molecular dynamics: Transfer operators, variational principles and machine learning.

Christof Schütte, Stefan Klus, Carsten Hartmann

Acta Numer., May, 2023

Transgressing the boundaries: towards a rigorous understanding of deep learning and its (non-)robustness.

Carsten Hartmann, Lorenz Richter

CoRR, 2023

2022

Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing.

Ashkan Mansouri Yarahmadi, Michael Breuß, Carsten Hartmann

Proceedings of the Intelligent Systems and Applications, 2022

2020

Coarse Graining of Nonreversible Stochastic Differential Equations: Quantitative Results and Connections to Averaging.

Carsten Hartmann, Lara Neureither, Upanshu Sharma

SIAM J. Math. Anal., 2020

2019

Infinite-dimensional bilinear and stochastic balanced truncation with explicit error bounds.

Simon Becker, Carsten Hartmann

Math. Control. Signals Syst., 2019

Feedback control theory & Model order reduction for stochastic equations.

Simon Becker, Carsten Hartmann, Martin Redmann, Lorenz Richter

CoRR, 2019

Balanced model reduction of linear systems with nonzero initial conditions: Singular perturbation approximation.

Adnan Daraghmeh, Carsten Hartmann, Naji Qatanani

Appl. Math. Comput., 2019

2018

WavePacket: A Matlab package for numerical quantum dynamics.II: Open quantum systems, optimal control, and model reduction.

Burkhard Schmidt, Carsten Hartmann

Comput. Phys. Commun., 2018

Singularly Perturbed Forward-Backward Stochastic Differential Equations: Application to the Optimal Control of Bilinear Systems.

Omar Kebiri, Lara Neureither, Carsten Hartmann

Comput., 2018

Optimal control of linear systems with balanced reduced-order models: Perturbation approximations.

Adnan Daraghmeh, Naji Qatanani, Carsten Hartmann

Appl. Math. Comput., 2018

2017

Variational Characterization of Free Energy: Theory and Algorithms.

Carsten Hartmann, Lorenz Richter, Christof Schütte, Wei Zhang

Entropy, 2017

Learning Inverse Statics Models Efficiently.

Rania Rayyes, Daniel Kubus, Carsten Hartmann, Jochen J. Steil

CoRR, 2017

2014

Applications of the Cross-Entropy Method to Importance Sampling and Optimal Control of Diffusions.

Wei Zhang, Han Wang, Carsten Hartmann, Marcus Weber, Christof Schütte

SIAM J. Sci. Comput., 2014

Markov State Models for Rare Events in Molecular Dynamics.

Marco Sarich, Ralf Banisch, Carsten Hartmann, Christof Schütte

Entropy, 2014

Characterization of Rare Events in Molecular Dynamics.

Carsten Hartmann, Ralf Banisch, Marco Sarich, Tomasz Badowski, Christof Schütte

Entropy, 2014

2013

Balanced Averaging of Bilinear Systems with Applications to Stochastic Control.

Carsten Hartmann, Boris Schäfer-Bung, Anastasia Thöns-Zueva

SIAM J. Control. Optim., 2013

2012

Optimal control of molecular dynamics using Markov state models.

Christof Schütte, Stefanie Winkelmann, Carsten Hartmann

Math. Program., 2012

Variational collision integrator for polymer chains.

Sigrid Leyendecker, Carsten Hartmann, Michael Koch

J. Comput. Phys., 2012

2010

Free energy computation by controlled Langevin dynamics.

Juan C. Latorre, Carsten Hartmann, Christof Schütte

Proceedings of the International Conference on Computational Science, 2010

Balanced Truncation of Linear Second-Order Systems: A Hamiltonian Approach.

Carsten Hartmann, Valentina-Mira Vulcanov, Christof Schütte

Multiscale Model. Simul., 2010

2008

Balancing of partially-observed stochastic differential equations.

Carsten Hartmann, Christof Schütte

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2004

An Averaging Principle for Fast Degrees of Freedom Exhibiting Long-Term Correlations.

Christof Schütte, Jessika Walter, Carsten Hartmann, Wilhelm Huisinga

Multiscale Model. Simul., 2004