Carsten Hartmann

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 16

Top Topics

Optimal Control

Molecular Dynamics

Top Venues

Appl. Math. Comput.

SIAM/ASA J. Uncertain. Quantification

Publications

Carsten Hartmann, Philipp C. Böttcher, David Gross, Dirk Witthaut
Synchronized states of power grids and oscillator networks by convex optimization. CoRR (2024)
Carsten Hartmann, Lorenz Richter
Nonasymptotic Bounds for Suboptimal Importance Sampling. SIAM/ASA J. Uncertain. Quantification 12 (2) (2024)
Ashkan Mansouri Yarahmadi, Michael Breuß, Carsten Hartmann
Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing. CoRR (2023)
Carsten Hartmann, Lorenz Richter
Transgressing the boundaries: towards a rigorous understanding of deep learning and its (non-)robustness. CoRR (2023)
Christof Schütte, Stefan Klus, Carsten Hartmann
Overcoming the timescale barrier in molecular dynamics: Transfer operators, variational principles and machine learning. Acta Numer. 32 (2023)
Ashkan Mansouri Yarahmadi, Michael Breuß, Carsten Hartmann
Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing. IntelliSys (3) (2022)
Carsten Hartmann, Lorenz Richter
Nonasymptotic bounds for suboptimal importance sampling. CoRR (2021)
Carsten Hartmann, Lara Neureither, Upanshu Sharma
Coarse Graining of Nonreversible Stochastic Differential Equations: Quantitative Results and Connections to Averaging. SIAM J. Math. Anal. 52 (3) (2020)
Adnan Daraghmeh, Carsten Hartmann, Naji Qatanani
Balanced model reduction of linear systems with nonzero initial conditions: Singular perturbation approximation. Appl. Math. Comput. 353 (2019)
Simon Becker, Carsten Hartmann
Infinite-dimensional bilinear and stochastic balanced truncation with explicit error bounds. Math. Control. Signals Syst. 31 (2) (2019)
Simon Becker, Carsten Hartmann, Martin Redmann, Lorenz Richter
Feedback control theory & Model order reduction for stochastic equations. CoRR (2019)
Burkhard Schmidt, Carsten Hartmann
WavePacket: A Matlab package for numerical quantum dynamics.II: Open quantum systems, optimal control, and model reduction. Comput. Phys. Commun. 228 (2018)
Omar Kebiri, Lara Neureither, Carsten Hartmann
Singularly Perturbed Forward-Backward Stochastic Differential Equations: Application to the Optimal Control of Bilinear Systems. Comput. 6 (3) (2018)
Adnan Daraghmeh, Naji Qatanani, Carsten Hartmann
Optimal control of linear systems with balanced reduced-order models: Perturbation approximations. Appl. Math. Comput. 337 (2018)
Rania Rayyes, Daniel Kubus, Carsten Hartmann, Jochen J. Steil
Learning Inverse Statics Models Efficiently. CoRR (2017)
Carsten Hartmann, Lorenz Richter, Christof Schütte, Wei Zhang
Variational Characterization of Free Energy: Theory and Algorithms. Entropy 19 (11) (2017)
Marco Sarich, Ralf Banisch, Carsten Hartmann, Christof Schütte
Markov State Models for Rare Events in Molecular Dynamics. Entropy 16 (1) (2014)
Wei Zhang, Han Wang, Carsten Hartmann, Marcus Weber, Christof Schütte
Applications of the Cross-Entropy Method to Importance Sampling and Optimal Control of Diffusions. SIAM J. Sci. Comput. 36 (6) (2014)
Carsten Hartmann, Ralf Banisch, Marco Sarich, Tomasz Badowski, Christof Schütte
Characterization of Rare Events in Molecular Dynamics. Entropy 16 (1) (2014)
Carsten Hartmann, Boris Schäfer-Bung, Anastasia Thöns-Zueva
Balanced Averaging of Bilinear Systems with Applications to Stochastic Control. SIAM J. Control. Optim. 51 (3) (2013)
Sigrid Leyendecker, Carsten Hartmann, Michael Koch
Variational collision integrator for polymer chains. J. Comput. Phys. 231 (10) (2012)
Christof Schütte, Stefanie Winkelmann, Carsten Hartmann
Optimal control of molecular dynamics using Markov state models. Math. Program. 134 (1) (2012)
Juan C. Latorre, Carsten Hartmann, Christof Schütte
Free energy computation by controlled Langevin dynamics. ICCS (1) (2010)
Carsten Hartmann, Valentina-Mira Vulcanov, Christof Schütte
Balanced Truncation of Linear Second-Order Systems: A Hamiltonian Approach. Multiscale Model. Simul. 8 (4) (2010)
Carsten Hartmann, Christof Schütte
Balancing of partially-observed stochastic differential equations. CDC (2008)
Christof Schütte, Jessika Walter, Carsten Hartmann, Wilhelm Huisinga
An Averaging Principle for Fast Degrees of Freedom Exhibiting Long-Term Correlations. Multiscale Model. Simul. 2 (3) (2004)