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020 _a9783031150340
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024 7 _a10.1007/978-3-031-15034-0
_2doi
050 4 _aQH324.2-324.25
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082 0 4 _a570.285
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082 0 4 _a570.113
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245 1 0 _aComputational Methods in Systems Biology
_h[electronic resource] :
_b20th International Conference, CMSB 2022, Bucharest, Romania, September 14-16, 2022, Proceedings /
_cedited by Ion Petre, Andrei Păun.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXXII, 311 p. 87 illus., 72 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
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490 1 _aLecture Notes in Bioinformatics,
_x2366-6331 ;
_v13447
505 0 _aChemical Reaction Networks Algebraic Biochemistry: a Framework for On-line Analog Computation in Cells -- Abstract Simulation of Reaction Networks via Boolean Networks -- Abstraction-Based Segmental Simulation of Chemical Reaction Networks -- Qualitative dynamics of chemical reaction networks: an investigation using partial tropical equilibrations -- Boolean Networks Prioritization of candidate genes through Boolean networks -- Variable Stabilisation in Boolean Monotonic Model Pools -- Variable-Depth Simulation of Most Permissive Boolean Networks -- Minimal trap spaces of Logical models are maximal siphons of their Petri net encoding -- Continuous and Hybrid Models Stability versus Metastability in a Model of Skin Fages Exact linear reduction for rational dynamical systems -- Limit cycle analysis of a class of hybrid gene regulatory networks -- Machine Learning Bayesian learning of effective chemical master equations in crowded intracellular conditions -- Probabilistic Multivariate Early WarningSignals -- A Meta-Species Language for Chemical Reaction Networks -- Automated Generation of Conditional Moment Equations for Stochastic Reaction Networks -- An Extension of ERODE to Reduce Boolean Networks by Backward Boolean Equivalence -- 2.0: Modelling and Analysis of Regulated Rule-based Systems.
520 _aThis book constitutes the refereed proceedings of the 20th International Conference on Computational Methods in Systems Biology, CMSB 2022, held in Bucharest, Romania, in September 2022. The 13 full papers and 4 tool papers were carefully reviewed and selected from 43 submissions. CMSB focuses on modeling, simulation, analysis, design and control of biological systems. The papers are arranged thematically as follows: Chemical reaction networks; Boolean networks; continuous and hybrid models; machine learning; software.
650 0 _aBioinformatics.
_99561
650 0 _aComputer systems.
_983859
650 0 _aArtificial intelligence.
_93407
650 0 _aBiological models.
_915611
650 1 4 _aComputational and Systems Biology.
_931619
650 2 4 _aComputer System Implementation.
_938514
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aBiological Models.
_915611
700 1 _aPetre, Ion.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_983861
700 1 _aPăun, Andrei.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_983862
710 2 _aSpringerLink (Online service)
_983866
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031150333
776 0 8 _iPrinted edition:
_z9783031150357
830 0 _aLecture Notes in Bioinformatics,
_x2366-6331 ;
_v13447
_983867
856 4 0 _uhttps://doi.org/10.1007/978-3-031-15034-0
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