Carsten Hartmann

26 papers Misc 1Journal 23Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Consistent Projection of Langevin Dynamics: Preserving Thermodynamics and Kinetics in Coarse-Grained Models.
CoRR
Vahid Nateghi, Lara Neureither, Selma Moqvist, Carsten Hartmann, Simon Olsson, Feliks Nüske
2024 J jnl
Nonasymptotic Bounds for Suboptimal Importance Sampling.
SIAM/ASA J. Uncertain. Quantification
Carsten Hartmann, Lorenz Richter
2024 J jnl
Optimal Relaxed Control for a Decoupled G-FBSDE.
J. Optim. Theory Appl.
Hafida Bouanani, Omar Kebiri, Carsten Hartmann, Amel Redjil
2023 J jnl
Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing.
CoRR
Ashkan Mansouri Yarahmadi, Michael Breuß, Carsten Hartmann
2023 J jnl
Overcoming the timescale barrier in molecular dynamics: Transfer operators, variational principles and machine learning.
Acta Numer.
Christof Schütte, Stefan Klus, Carsten Hartmann
2023 J jnl
Transgressing the boundaries: towards a rigorous understanding of deep learning and its (non-)robustness.
CoRR
Carsten Hartmann, Lorenz Richter
2022 — conf
Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing.
IntelliSys (3)
Ashkan Mansouri Yarahmadi, Michael Breuß, Carsten Hartmann
2021 J jnl
Nonasymptotic bounds for suboptimal importance sampling.
CoRR
Carsten Hartmann, Lorenz Richter
2020 J jnl
Coarse Graining of Nonreversible Stochastic Differential Equations: Quantitative Results and Connections to Averaging.
SIAM J. Math. Anal.
Carsten Hartmann, Lara Neureither, Upanshu Sharma
2019 J jnl
Balanced model reduction of linear systems with nonzero initial conditions: Singular perturbation approximation.
Appl. Math. Comput.
Adnan Daraghmeh, Carsten Hartmann, Naji Qatanani
2019 J jnl
Feedback control theory & Model order reduction for stochastic equations.
CoRR
Simon Becker, Carsten Hartmann, Martin Redmann, Lorenz Richter
2019 J jnl
Infinite-dimensional bilinear and stochastic balanced truncation with explicit error bounds.
Math. Control. Signals Syst.
Simon Becker, Carsten Hartmann
2018 J jnl
Optimal control of linear systems with balanced reduced-order models: Perturbation approximations.
Appl. Math. Comput.
Adnan Daraghmeh, Naji Qatanani, Carsten Hartmann
2018 J jnl
Singularly Perturbed Forward-Backward Stochastic Differential Equations: Application to the Optimal Control of Bilinear Systems.
Comput.
Omar Kebiri, Lara Neureither, Carsten Hartmann
2018 J jnl
WavePacket: A Matlab package for numerical quantum dynamics.II: Open quantum systems, optimal control, and model reduction.
Comput. Phys. Commun.
Burkhard Schmidt, Carsten Hartmann
2017 J jnl
Variational Characterization of Free Energy: Theory and Algorithms.
Entropy
Carsten Hartmann, Lorenz Richter, Christof Schütte, Wei Zhang
2014 J jnl
Applications of the Cross-Entropy Method to Importance Sampling and Optimal Control of Diffusions.
SIAM J. Sci. Comput.
Wei Zhang, Han Wang, Carsten Hartmann, Marcus Weber, Christof Schütte
2014 J jnl
Characterization of Rare Events in Molecular Dynamics.
Entropy
Carsten Hartmann, Ralf Banisch, Marco Sarich, Tomasz Badowski, Christof Schütte
2014 J jnl
Markov State Models for Rare Events in Molecular Dynamics.
Entropy
Marco Sarich, Ralf Banisch, Carsten Hartmann, Christof Schütte
2013 J jnl
Balanced Averaging of Bilinear Systems with Applications to Stochastic Control.
SIAM J. Control. Optim.
Carsten Hartmann, Boris Schäfer-Bung, Anastasia Thöns-Zueva
2012 J jnl
Optimal control of molecular dynamics using Markov state models.
Math. Program.
Christof Schütte, Stefanie Winkelmann, Carsten Hartmann
2012 J jnl
Variational collision integrator for polymer chains.
J. Comput. Phys.
Sigrid Leyendecker, Carsten Hartmann, Michael Koch
2010 J jnl
Balanced Truncation of Linear Second-Order Systems: A Hamiltonian Approach.
Multiscale Model. Simul.
Carsten Hartmann, Valentina-Mira Vulcanov, Christof Schütte
2010 Misc conf
Free energy computation by controlled Langevin dynamics.
ICCS
Juan C. Latorre, Carsten Hartmann, Christof Schütte
2008 — conf
Balancing of partially-observed stochastic differential equations.
CDC
Carsten Hartmann, Christof Schütte
2004 J jnl
An Averaging Principle for Fast Degrees of Freedom Exhibiting Long-Term Correlations.
Multiscale Model. Simul.
Christof Schütte, Jessika Walter, Carsten Hartmann, Wilhelm Huisinga