C. Zimmer

发表

Estimation of kinetic parameters of transcription from temporal single-RNA measurements.

A. Ribeiro, A. Häkkinen, C. Zimmer, 2016, Mathematical biosciences.

Adaptive Discretization for Probabilistic Safety Cost Functions Evaluation

D. Nguyen-Tuong, Danny Driess, C. Zimmer, 2020 .

Deterministic inference for stochastic systems using multiple shooting and a linear noise approximation for the transition probabilities

Sven Sahle, Christoph Zimmer, S. Sahle, 2015, IET systems biology.

Time discretization schemes for hyperbolic systems on networks by $\epsilon$-expansion

R. Altmann, C. Zimmer, 2018, 1810.04278.

Operator Differential-algebraic Equations

R. Altmann, C. Zimmer, 2016 .

Parameter identification using stochastic simulations reveals a robustness in CD95 apoptotic response.

C. Zimmer, I. Lavrik, K. Schleich, 2016, Molecular bioSystems.

Cost-Effectiveness of Alternative Uses of Polyvalent Meningococcal Vaccines in Niger: An Agent-Based Transmission Modeling Study

T. Cohen, R. Yaesoubi, C. Zimmer, 2019, Medical decision making : an international journal of the Society for Medical Decision Making.

Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport

C. Zimmer, M. Bitzer, Mona Meister, 2022, NeurIPS.

A Likelihood Approach for Real-Time Calibration of Stochastic Compartmental Epidemic Models

Christoph Zimmer, Reza Yaesoubi, Ted Cohen, 2017, PLoS Comput. Biol..

A new efficient approach to fit stochastic models on the basis of high-throughput experimental data using a model of IRF7 gene expression as case study

Ursula Kummer, Christoph Zimmer, Luis U. Aguilera, 2017, BMC Systems Biology.

Accurate quantification of uncertainty in epidemic parameter estimates and predictions using stochastic compartmental models

Reza Yaesoubi, Ted Cohen, Christoph Zimmer, 2018, Statistical methods in medical research.

Comparison of approaches for parameter estimation on stochastic models: Generic least squares versus specialized approaches

Sven Sahle, Christoph Zimmer, S. Sahle, 2016, Comput. Biol. Chem..

Safe Active Learning for Time-Series Modeling with Gaussian Processes

Duy Nguyen-Tuong, Christoph Zimmer, Mona Meister, 2018, NeurIPS.

Exponential integrators for semi-linear parabolic problems with linear constraints pdf

Christoph Zimmer, Robert Altmann, R. Altmann, 2019, Progress in Differential-Algebraic Equations II.

Singular perturbation results for linear partial differential-algebraic equations of hyperbolic type

R. Altmann, C. Zimmer, 2021, Journal of Mathematical Analysis and Applications.

FUZZY APPROACH TO THE REAL TIME LONGITUDINAL VELOCITY ESTIMATION OF A FWD CAR IN CRITICAL SITUATIONS

Michel Basset, Gérard Léon Gissinger, Christophe Zimmer, 1997 .

Use of daily Internet search query data improves real-time projections of influenza epidemics

Reza Yaesoubi, Ted Cohen, Christoph Zimmer, 2018, Journal of The Royal Society Interface.

A posteriori error estimation for parabolic problems with dynamic boundary conditions

R. Altmann, C. Zimmer, 2023, ArXiv.

Bulk-surface Lie splitting for parabolic problems with dynamic boundary conditions pdf

Christoph Zimmer, Robert Altmann, Bal'azs Kov'acs, 2021, ArXiv.

Runge-Kutta methods for linear semi-explicit operator differential-algebraic equations

Christoph Zimmer, Robert Altmann, R. Altmann, 2017, Math. Comput..

Temporal discretization of constrained partial differential equations

Christoph Zimmer, C. Zimmer, 2021 .

Influenza Forecasting Framework based on Gaussian Processes

Christoph Zimmer, Reza Yaesoubi, R. Yaesoubi, 2020, ICML.

Tracking and predicting U.S. influenza activity with a real-time surveillance network

Christoph Zimmer, Reza Yaesoubi, Ted Cohen, 2020, PLoS Comput. Biol..

Piecewise parameter estimation for stochastic models in COPASI

Sven Sahle, Christoph Zimmer, Frank T. Bergmann, 2016, Bioinform..

Reducing local minima in fitness landscapes of parameter estimation by using piecewise evaluation and state estimation pdf

Sven Sahle, Christoph Zimmer, Frank T. Bergmann, 2016, ArXiv.

Exploiting intrinsic fluctuations to identify model parameters

Sven Sahle, Christoph Zimmer, Jürgen Pahle, 2015, IET systems biology.

Autoantibodies neutralizing type I IFNs are present in ~4% of uninfected individuals over 70 years old and account for ~20% of COVID-19 deaths

Mark S. Anderson, P. Gregersen, R. Nussbaum, 2021, Science Immunology.

Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems

C. Zimmer, M. Bitzer, Mona Meister, 2023, AISTATS.

Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels

C. Zimmer, M. Bitzer, Mona Meister, 2023, UAI.

Safe Active Learning for Multi-Output Gaussian Processes

C. Zimmer, Barbara Rakitsch, Cen Li, 2022, AISTATS.

Experimental Design for Stochastic Models of Nonlinear Signaling Pathways Using an Interval-Wise Linear Noise Approximation and State Estimation

Christoph Zimmer, C. Zimmer, 2016, PloS one.

Reconstructing the hidden states in time course data of stochastic models.

Christoph Zimmer, C. Zimmer, 2015, Mathematical biosciences.

A termination criterion for parameter estimation in stochastic models in systems biology

Sven Sahle, Christoph Zimmer, S. Sahle, 2015, Biosyst..

Parameter estimation for stochastic models of biochemical reactions

Christoph Zimmer, C. Zimmer, 2012 .

Active Learning in Gaussian Process State Space Model pdf

Marc Toussaint, Duy Nguyen-Tuong, Christoph Zimmer, 2021, ECML/PKDD.

A second-order bulk-surface splitting for parabolic problems with dynamic boundary conditions

R. Altmann, C. Zimmer, C. Zimmer, 2022, IMA Journal of Numerical Analysis.