--- _id: '3301' abstract: - lang: eng text: The chemical master equation is a differential equation describing the time evolution of the probability distribution over the possible “states” of a biochemical system. The solution of this equation is of interest within the systems biology field ever since the importance of the molec- ular noise has been acknowledged. Unfortunately, most of the systems do not have analytical solutions, and numerical solutions suffer from the course of dimensionality and therefore need to be approximated. Here, we introduce the concept of tail approximation, which retrieves an approximation of the probabilities in the tail of a distribution from the total probability of the tail and its conditional expectation. This approximation method can then be used to numerically compute the solution of the chemical master equation on a subset of the state space, thus fighting the explosion of the state space, for which this problem is renowned. author: - first_name: Thomas A full_name: Henzinger, Thomas A id: 40876CD8-F248-11E8-B48F-1D18A9856A87 last_name: Henzinger orcid: 0000−0002−2985−7724 - first_name: Maria full_name: Mateescu, Maria last_name: Mateescu citation: ama: 'Henzinger TA, Mateescu M. Tail approximation for the chemical master equation. In: Tampere International Center for Signal Processing; 2011.' apa: 'Henzinger, T. A., & Mateescu, M. (2011). Tail approximation for the chemical master equation. Presented at the WCSB: Workshop on Computational Systems Biology (TICSP), Tampere International Center for Signal Processing.' chicago: Henzinger, Thomas A, and Maria Mateescu. “Tail Approximation for the Chemical Master Equation.” Tampere International Center for Signal Processing, 2011. ieee: 'T. A. Henzinger and M. Mateescu, “Tail approximation for the chemical master equation,” presented at the WCSB: Workshop on Computational Systems Biology (TICSP), 2011.' ista: 'Henzinger TA, Mateescu M. 2011. Tail approximation for the chemical master equation. WCSB: Workshop on Computational Systems Biology (TICSP).' mla: Henzinger, Thomas A., and Maria Mateescu. Tail Approximation for the Chemical Master Equation. Tampere International Center for Signal Processing, 2011. short: T.A. Henzinger, M. Mateescu, in:, Tampere International Center for Signal Processing, 2011. conference: name: 'WCSB: Workshop on Computational Systems Biology (TICSP)' date_created: 2018-12-11T12:02:33Z date_published: 2011-01-01T00:00:00Z date_updated: 2021-01-12T07:42:30Z day: '01' ddc: - '005' - '570' department: - _id: ToHe file: - access_level: open_access checksum: aa4d7a832a5419e6c0090650ebff2b9a content_type: application/pdf creator: system date_created: 2018-12-12T10:18:12Z date_updated: 2020-07-14T12:46:06Z file_id: '5331' file_name: IST-2012-91-v1+1_Tail_approximation_for_the_chemical_master_equation.pdf file_size: 240820 relation: main_file file_date_updated: 2020-07-14T12:46:06Z has_accepted_license: '1' language: - iso: eng month: '01' oa: 1 oa_version: Submitted Version publication_status: published publisher: Tampere International Center for Signal Processing publist_id: '3339' pubrep_id: '91' quality_controlled: '1' status: public title: Tail approximation for the chemical master equation type: conference user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87 year: '2011' ...