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Stochastic Modelling for Systems Biology
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Low-dimensional projection of stochastic cell-signalling dynamics via a variational approach
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Intrinsic noise in systems with switching environments
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Stochastic-Shielding Approximation of Markov Chains and its Application to Efficiently Simulate Random Ion-Channel Gating
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Quantifying Rare Events in Stochastic Reaction-Diffusion Dynamics Using Tensor Networks
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Stochastic analysis and inference of a two-state genetic promoter model
inferred← citeshttps://doi.org/10.1109/bigdata.2018.8622356openalex-snapshot
Predicting and Optimizing City-Scale Road Traffic Dynamics Using Trajectories of Individual Vehicles
inferred← citeshttps://doi.org/10.1109/cdc.2013.6761034openalex-snapshot
Stochastic analysis of genetic promoter architectures with memory
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On the use of hyperplane methods to compute the reachable set of controlled stochastic biochemical reaction networks
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Parameter Estimation in Biochemical Models Using Moment Approximations
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Contrastive Conditional Neural Processes
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Grey-box techniques for the identification of a controlled gene expression model
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Model-Checking Based Approaches to Parameter Estimation of Gene Regulatory Networks
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Improved Estimation of Daily COVID-19 Rate from Incomplete Data
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A memory optimized mersenne-twister random number generator
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Computing the Projected Reachable Set of Stochastic Biochemical Reaction Networks Modeled by Switched Affine Systems
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Conditional Moment Closure Schemes for Studying Stochastic Dynamics of Genetic Circuits
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Efficient Formulations for Exact Stochastic Simulation of Chemical Systems
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A Reaction-Based Model of the State Space of Chemical Reaction Systems Enables Efficient Simulations
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Optimizing City-Scale Traffic Through Modeling Observations of Vehicle Movements
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Modeling Self-Assembly of Polymer-Based Wired Nano-Communication Channel
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Performance Enhancement of Diffusion-Based Molecular Communication
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Design and Evaluation of a Receiver for Wired Nano-Communication Networks
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BayesFlow: Learning Complex Stochastic Models With Invertible Neural Networks
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Multi-level modeling and simulation of cell biological systems with ML-Rules - A tutorial
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Individual-based cod simulation with ML-Rules
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