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2020 – today
- 2024
[j18]Hafida Bouanani, Omar Kebiri
, Carsten Hartmann, Amel Redjil:
Optimal Relaxed Control for a Decoupled G-FBSDE. J. Optim. Theory Appl. 202(3): 1027-1059 (2024)- [j17]Carsten Hartmann, Lorenz Richter:
Nonasymptotic Bounds for Suboptimal Importance Sampling. SIAM/ASA J. Uncertain. Quantification 12(2): 309-346 (2024) - [i7]Carsten Hartmann, Philipp C. Böttcher, David Gross, Dirk Witthaut:
Synchronized states of power grids and oscillator networks by convex optimization. CoRR abs/2403.09185 (2024) - [i6]Carsten Hartmann, Junjie Zhang, Carlos D. Gonzalez Calaza, Thiemo Pesch, Kristel Michielsen, Andrea Benigni:
Quantum Annealing based Power Grid Partitioning for Parallel Simulation. CoRR abs/2408.04097 (2024) - 2023
- [j16]Christof Schütte, Stefan Klus, Carsten Hartmann:
Overcoming the timescale barrier in molecular dynamics: Transfer operators, variational principles and machine learning. Acta Numer. 32: 517-673 (2023) - [i5]Ashkan Mansouri Yarahmadi, Michael Breuß, Carsten Hartmann:
Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing. CoRR abs/2301.12904 (2023) - [i4]Carsten Hartmann, Lorenz Richter:
Transgressing the boundaries: towards a rigorous understanding of deep learning and its (non-)robustness. CoRR abs/2307.02454 (2023) - 2022
- [c3]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: 119-132 - 2021
- [i3]Carsten Hartmann, Lorenz Richter:
Nonasymptotic bounds for suboptimal importance sampling. CoRR abs/2102.09606 (2021) - 2020
- [j15]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): 2689-2733 (2020)
2010 – 2019
- 2019
- [j14]Adnan Daraghmeh, Carsten Hartmann, Naji Qatanani:
Balanced model reduction of linear systems with nonzero initial conditions: Singular perturbation approximation. Appl. Math. Comput. 353: 295-307 (2019) - [j13]Simon Becker, Carsten Hartmann:
Infinite-dimensional bilinear and stochastic balanced truncation with explicit error bounds. Math. Control. Signals Syst. 31(2): 5:1-5:37 (2019) - [i2]Simon Becker, Carsten Hartmann, Martin Redmann, Lorenz Richter:
Feedback control theory & Model order reduction for stochastic equations. CoRR abs/1912.06113 (2019) - 2018
- [j12]Adnan Daraghmeh, Naji Qatanani, Carsten Hartmann:
Optimal control of linear systems with balanced reduced-order models: Perturbation approximations. Appl. Math. Comput. 337: 119-136 (2018) - [j11]Omar Kebiri, Lara Neureither, Carsten Hartmann:
Singularly Perturbed Forward-Backward Stochastic Differential Equations: Application to the Optimal Control of Bilinear Systems. Comput. 6(3): 41 (2018) - [j10]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: 229-244 (2018) - 2017
- [j9]Carsten Hartmann, Lorenz Richter, Christof Schütte, Wei Zhang:
Variational Characterization of Free Energy: Theory and Algorithms. Entropy 19(11): 626 (2017) - [i1]Rania Rayyes, Daniel Kubus, Carsten Hartmann, Jochen J. Steil:
Learning Inverse Statics Models Efficiently. CoRR abs/1710.06463 (2017) - 2014
- [j8]Marco Sarich, Ralf Banisch, Carsten Hartmann, Christof Schütte:
Markov State Models for Rare Events in Molecular Dynamics. Entropy 16(1): 258-286 (2014) - [j7]Carsten Hartmann, Ralf Banisch, Marco Sarich, Tomasz Badowski, Christof Schütte:
Characterization of Rare Events in Molecular Dynamics. Entropy 16(1): 350-376 (2014) - [j6]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) - 2013
- [j5]Carsten Hartmann, Boris Schäfer-Bung, Anastasia Thöns-Zueva:
Balanced Averaging of Bilinear Systems with Applications to Stochastic Control. SIAM J. Control. Optim. 51(3): 2356-2378 (2013) - 2012
- [j4]Sigrid Leyendecker, Carsten Hartmann, Michael Koch:
Variational collision integrator for polymer chains. J. Comput. Phys. 231(10): 3896-3911 (2012) - [j3]Christof Schütte, Stefanie Winkelmann, Carsten Hartmann:
Optimal control of molecular dynamics using Markov state models. Math. Program. 134(1): 259-282 (2012) - 2010
- [j2]Carsten Hartmann, Valentina-Mira Vulcanov, Christof Schütte:
Balanced Truncation of Linear Second-Order Systems: A Hamiltonian Approach. Multiscale Model. Simul. 8(4): 1348-1367 (2010) - [c2]Juan C. Latorre, Carsten Hartmann, Christof Schütte:
Free energy computation by controlled Langevin dynamics. ICCS 2010: 1597-1606
2000 – 2009
- 2008
- [c1]Carsten Hartmann, Christof Schütte:
Balancing of partially-observed stochastic differential equations. CDC 2008: 4867-4872 - 2004
- [j1]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): 501-526 (2004)
Coauthor Index
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