LEADER 03552nam 22007215 450 001 9910502664103321 005 20251107172921.0 010 $a981-16-5351-8 024 7 $a10.1007/978-981-16-5351-3 035 $a(CKB)4100000012025947 035 $a(MiAaPQ)EBC6725067 035 $a(Au-PeEL)EBL6725067 035 $a(OCoLC)1268205818 035 $a(PPN)258058536 035 $a(DE-He213)978-981-16-5351-3 035 $a(EXLCZ)994100000012025947 100 $a20210911d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aChemical Master Equation for Large Biological Networks $eState-space Expansion Methods Using AI /$fby Don Kulasiri, Rahul Kosarwal 205 $a1st ed. 2021. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2021. 215 $a1 online resource (231 pages) 225 1 $aPhysics and Astronomy Series 311 08$a981-16-5350-X 327 $a1. Introduction -- 2. A Review and Challenges in Chemical Master Equation -- 3. Visualizing Markov Process through Graphs and Trees -- 4. Intelligent State Projection -- 5. Comparative Study And Analysis of Methods and Models -- 6. A Large Model Case Study: Solving CME for G1/S Checkpoint Involving the DNA-damage Signal Transduction Pathway -- 7. An Integrated Large Model Case Study: Solving CME for Oxidative Stress Adaptation in the Fungal Pathogen Candida Albicans. 330 $aThis book highlights the theory and practical applications of the chemical master equation (CME) approach for very large biochemical networks, which provides a powerful general framework for model building in a variety of biological networks. The aim of the book is to not only highlight advanced numerical solution methods for the CME, but also reveal their potential by means of practical examples. The case studies presented are mainly from biology; however, the applications from novel methods are discussed comprehensively, underlining the interdisciplinary approach in simulation and the potential of the chemical master equation approach for modelling bionetworks. The book is a valuable guide for researchers, graduate students, and professionals alike. 410 0$aPhysics and Astronomy Series 606 $aMathematical physics 606 $aComputer simulation 606 $aBioinformatics 606 $aBiomathematics 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aComputational Physics and Simulations 606 $aComputational and Systems Biology 606 $aMathematical and Computational Biology 606 $aComputational Intelligence 606 $aArtificial Intelligence 615 0$aMathematical physics. 615 0$aComputer simulation. 615 0$aBioinformatics. 615 0$aBiomathematics. 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 14$aComputational Physics and Simulations. 615 24$aComputational and Systems Biology. 615 24$aMathematical and Computational Biology. 615 24$aComputational Intelligence. 615 24$aArtificial Intelligence. 676 $a574.192 700 $aKulasiri$b Don$01065159 702 $aKosarwal$b Rahul 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910502664103321 996 $aChemical Master Equation for Large Biological Networks$92557668 997 $aUNINA LEADER 02322nam 22006253 450 001 9910727250603321 005 20251116134540.0 010 $a1-4744-2985-8 010 $a1-4744-2984-X 024 7 $a10.1515/9781474429849 035 $a(MiAaPQ)EBC7047389 035 $a(Au-PeEL)EBL7047389 035 $a(CKB)24272883200041 035 $a(NjHacI)9924272883200041 035 $a(DE-B1597)665735 035 $a(DE-B1597)9781474429849 035 $a(ScCtBLL)8081b4fb-d179-4171-ac76-ca2548f40f55 035 $a(OCoLC)1337066245 035 $a(EXLCZ)9924272883200041 100 $a20220723d2022 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aTransatlantic Anglophone Literatures, 1776-1920 $eAn Anthology 205 $a1st ed. 210 1$aEdinburgh :$cEdinburgh University Press,$d2022. 210 4$dİ2022. 215 $a1 online resource (809 pages) 311 08$a1-4744-2983-1 311 08$a1-4744-2982-3 327 $tFrontmatter --$tContents --$tIllustrations --$tAcknowledgements --$tEditorial Practices --$tIntroduction --$t1 Abolition and Aftermath --$t2 Art, Aesthetics and Entertainment --$t3 Business, Industry and Labour --$t4 Family and Domesticity --$t5 Migration, Settlement and Resistance --$t6 Nationalism and Cosmopolitanism --$t7 Religion and Secularism --$t8 Science and Technology --$t9 Suffrage and Citizenship --$t10 Travel and Tourism --$tAuthor Listings 330 $aAnalyses and critiques the key regulatory and commercial dimensions of the oil and gas industry. 606 $aAmerican literature$y19th century 606 $aAmerican literature 606 $aEnglish literature 606 $aAnthologies 608 $aAnthologies$2lcgft 615 0$aAmerican literature 615 0$aAmerican literature. 615 0$aEnglish literature. 615 0$aAnthologies. 676 $a808.80034 676 $a808.80034 700 $aGordon$b Greg$01362464 701 $aPaterson$b John$0304956 701 $aU?s?enmez$b Emre$00 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910727250603321 996 $aTransatlantic Anglophone Literatures, 1776-1920$93381622 997 $aUNINA