000 04049nam a22006015i 4500
001 978-3-031-15034-0
003 DE-He213
005 20240423124951.0
007 cr nn 008mamaa
008 220818s2022 sz | s |||| 0|eng d
020 _a9783031150340
_9978-3-031-15034-0
024 7 _a10.1007/978-3-031-15034-0
_2doi
050 4 _aQH324.2-324.25
072 7 _aPS
_2bicssc
072 7 _aUY
_2bicssc
072 7 _aSCI008000
_2bisacsh
072 7 _aPSAX
_2thema
082 0 4 _a570.285
_223
082 0 4 _a570.113
_223
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
_2rda
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.
650 0 _aComputer systems.
650 0 _aArtificial intelligence.
650 0 _aBiological models.
650 1 4 _aComputational and Systems Biology.
650 2 4 _aComputer System Implementation.
650 2 4 _aArtificial Intelligence.
650 2 4 _aBiological Models.
700 1 _aPetre, Ion.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPăun, Andrei.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
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
856 4 0 _uhttps://doi.org/10.1007/978-3-031-15034-0
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cSPRINGER
999 _c172728
_d172728