| On the Sufficient Condition for Solving the Gap-Filling Problem Using Deep Convolutional Neural Networks | 0 | 0.34 | 2022 |
| Inferring gene regulatory networks from single-cell RNA-seq temporal snapshot data requires higher-order moments | 0 | 0.34 | 2021 |
| Memory-Based Reduced Modelling And Data-Based Estimation Of Opinion Spreading | 0 | 0.34 | 2021 |
| COUPLING PARTICLE-BASED REACTION-DIFFUSION SIMULATIONS WITH RESERVOIRS MEDIATED BY REACTION-DIFFUSION PDEs\ast | 0 | 0.34 | 2021 |
| Dimensionality Reduction Of Complex Metastable Systems Via Kernel Embeddings Of Transition Manifolds | 0 | 0.34 | 2021 |
| Feature space approximation for kernel-based supervised learning | 0 | 0.34 | 2021 |
| Extending Transition Path Theory: Periodically Driven and Finite-Time Dynamics. | 0 | 0.34 | 2020 |
| Learning Chemical Reaction Networks from Trajectory Data | 0 | 0.34 | 2019 |
| A Multiscale Perturbation Expansion Approach for Markov State Modeling of Nonstationary Molecular Dynamics | 0 | 0.34 | 2018 |
| Optimal Data-Driven Estimation Of Generalized Markov State Models For Non-Equilibrium Dynamics | 0 | 0.34 | 2018 |
| A Kernel-Based Approach To Molecular Conformation Analysis | 0 | 0.34 | 2018 |
| Transition Manifolds of Complex Metastable Systems - Theory and Data-Driven Computation of Effective Dynamics. | 1 | 0.38 | 2018 |
| Data-Driven Model Reduction and Transfer Operator Approximation. | 6 | 0.56 | 2018 |
| Molecular Dynamics vs. Stochastic Processes: Are We Heading Anywhere? | 0 | 0.34 | 2018 |
| Human mobility and innovation spreading in ancient times: a stochastic agent-based simulation approach. | 0 | 0.34 | 2018 |
| Variational Characterization of Free Energy: Theory and Algorithms. | 2 | 0.46 | 2017 |
| Sparse Proteomics Analysis - A compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data | 3 | 0.42 | 2017 |
| Nearest-neighbor interaction systems in the tensor-train format. | 0 | 0.34 | 2017 |
| Reliable Approximation of Long Relaxation Timescales in Molecular Dynamics. | 2 | 0.39 | 2017 |
| Simulation, identification and statistical variation in cardiovascular analysis (SISCA) - A software framework for multi-compartment lumped modeling. | 0 | 0.34 | 2017 |
| Solution of the chemical master equation by radial basis functions approximation with interface tracking | 2 | 0.51 | 2015 |
| Logical-continuous modelling of post-translationally regulated bistability of curli fiber expression in Escherichia coli | 0 | 0.34 | 2015 |
| Characterization of Rare Events in Molecular Dynamics. | 3 | 0.52 | 2014 |
| Applications of the Cross-Entropy Method to Importance Sampling and Optimal Control of Diffusions. | 5 | 0.59 | 2014 |
| Loop-based Module Detection in Directed Networks. | 2 | 0.40 | 2014 |
| Modularity of directed networks: Cycle decomposition approach | 2 | 0.40 | 2014 |
| Markov State Models for Rare Events in Molecular Dynamics. | 2 | 0.40 | 2014 |
| Sequential Change Point Detection in Molecular Dynamics Trajectories. | 0 | 0.34 | 2012 |
| Estimating the Eigenvalue Error of Markov State Models. | 6 | 0.90 | 2012 |
| HIV-1 Polymerase Inhibition by Nucleoside Analogs: Cellular- and Kinetic Parameters of Efficacy, Susceptibility and Resistance Selection. | 2 | 0.42 | 2012 |
| Optimal control of molecular dynamics using Markov state models | 6 | 0.78 | 2012 |
| Hybrid Stochastic-Deterministic Solution of the Chemical Master Equation. | 11 | 0.76 | 2012 |
| Free energy computation by controlled Langevin dynamics | 1 | 0.39 | 2010 |
| Optimal Fuzzy Aggregation of Networks | 3 | 0.50 | 2010 |
| On the Approximation Quality of Markov State Models | 18 | 1.77 | 2010 |
| Balanced Truncation of Linear Second-Order Systems: A Hamiltonian Approach | 9 | 1.10 | 2010 |
| On Metastable Conformational Analysis of Nonequilibrium Biomolecular Time Series | 0 | 0.34 | 2009 |
| Transition Path Theory for Markov Jump Processes | 21 | 2.56 | 2008 |
| Likelihood-Based Estimation of Multidimensional Langevin Models and Its Application to Biomolecular Dynamics | 6 | 0.63 | 2008 |
| Automated Generation of Reduced Stochastic Weather Models I: Simultaneous Dimension and Model Reduction for Time Series Analysis | 7 | 0.87 | 2008 |
| Macroscopic Dynamics of Complex Metastable Systems: Theory, Algorithms, and Application to B-DNA | 2 | 0.56 | 2008 |
| Identification of biomolecular conformations from incomplete torsion angle observations by hidden Markov models. | 4 | 0.84 | 2007 |
| Discrimination of dynamical system models for biological and chemical processes. | 2 | 0.56 | 2007 |
| Automated Model Reduction for Complex Systems Exhibiting Metastability | 7 | 1.19 | 2006 |
| Set-Oriented dimension reduction: localizing principal component analysis via hidden markov models | 4 | 0.71 | 2006 |
| Beating the noise: new statistical methods for detecting signals in MALDI-TOF spectra below noise level | 2 | 0.73 | 2006 |
| Adaptive approach for nonlinear sensitivity analysis of reaction kinetics. | 5 | 1.43 | 2005 |
| An Averaging Principle for Fast Degrees of Freedom Exhibiting Long-Term Correlations | 4 | 1.47 | 2004 |
| Adaptive accuracy control for Car-Parrinello simulations | 1 | 0.63 | 1999 |
| On the Singular Limit of the Quantum-Classical Molecular Dynamics Model. | 5 | 1.70 | 1999 |
