LEADER 02992nam 22005775 450 001 9910983305303321 005 20250104115228.0 010 $a9783031759536 010 $a3031759532 024 7 $a10.1007/978-3-031-75953-6 035 $a(CKB)37156144600041 035 $a(MiAaPQ)EBC31874095 035 $a(Au-PeEL)EBL31874095 035 $a(DE-He213)978-3-031-75953-6 035 $a(OCoLC)1484073918 035 $a(EXLCZ)9937156144600041 100 $a20250104d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence for Engineers $eBasics and Implementations /$fby Zhen "Leo" Liu 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (719 pages) 311 08$a9783031759529 311 08$a3031759524 327 $aPreparation Knowledge: Basics of AI -- Tools for Artificial Intelligence -- Linear Models -- Decision Trees -- Support Vector Machine -- Bayesian Algorithms -- Artificial Neural Network -- Deep Learning -- Ensemble Learning -- Clustering -- Dimension Reduction -- Anomaly Detection -- Association Rule Leaming -- Basics of and Value-Based Reinforcement Learning -- Policy-Based Reinforcement Learning. 330 $aThis textbook presents basic knowledge and essential toolsets needed for people who want to step into artificial intelligence (AI). The book is especially suitable for those college students, graduate students, instructors, and IT hobbyists who have an engineering mindset. That is, it serves the idea of getting the job done quickly and neatly with an adequate understanding of why and how. It is designed to allow one to obtain a big picture for both AI and essential AI topics within the shortest amount of time. Designed for a typical undergraduate, graduate, or dual-listed course with a semester-based calendar; Puts theory in context, so readers gain knowledge about the most essential concepts and algorithms; Covers essential terms, algorithms, and useful tools for learning and performing contemporary AI. Extra information is available at AI-engineer.org. 606 $aElectronic circuit design 606 $aComputational intelligence 606 $aMachine learning 606 $aElectronics Design and Verification 606 $aComputational Intelligence 606 $aMachine Learning 615 0$aElectronic circuit design. 615 0$aComputational intelligence. 615 0$aMachine learning. 615 14$aElectronics Design and Verification. 615 24$aComputational Intelligence. 615 24$aMachine Learning. 676 $a621.3815 700 $aLiu$b Zhen (Leo)$0768803 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910983305303321 996 $aArtificial Intelligence for Engineers$94317449 997 $aUNINA LEADER 04720nam 22007215 450 001 9910254053903321 005 20250627161235.0 010 $a3-662-46831-X 024 7 $a10.1007/978-3-662-46831-9 035 $a(CKB)3710000000501143 035 $a(EBL)4086870 035 $a(SSID)ssj0001584185 035 $a(PQKBManifestationID)16264080 035 $a(PQKBTitleCode)TC0001584185 035 $a(PQKBWorkID)14866477 035 $a(PQKB)10372814 035 $a(DE-He213)978-3-662-46831-9 035 $a(MiAaPQ)EBC4086870 035 $a(PPN)190515988 035 $a(EXLCZ)993710000000501143 100 $a20151107d2016 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aReaction Mechanisms in Carbon Dioxide Conversion /$fby Michele Aresta, Angela Dibenedetto, Eugenio Quaranta 205 $a1st ed. 2016. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2016. 215 $a1 online resource (423 p.) 300 $aDescription based upon print version of record. 311 08$a3-662-46830-1 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aThe Carbon Dioxide Molecule -- CO2 Co-Ordination to Metal Centres: Modes of Bonding and Reactivity -- Interaction of CO2 with Electron Rich Moieties -- Insertion of CO2 into E-X Bond -- Interaction of CO2 with C-C Multiple Bonds -- Reaction Mechanisms in the direct Carboxylation of Alcohols, Polyols, Cyclic Ethers and Cyclic Amines to afford Monomeric Compounds and Polymeric Materials -- Carbon Dioxide Conversion in High Temperature Reactions -- One- and Multi-Electron Pathways for the Reduction of CO2 into C1 and C1+ Energy-Richter Molecules: Some Thermodynamic and Kinetic Facts -- Enzymatic Conversion of CO2 (Carboxylation Reactions and Reduction to Energy Rich C1 Molecules) -- Thermodynamics and Applications of CO2-Hydrates. 330 $aThis book provides an analysis of the reaction mechanisms relevant to a number of processes in which CO2 is converted into valuable products. Several different processes are considered that convert CO2 either in specialty chemicals or in bulk products or fuels. For each reaction, the mechanism is discussed and the assessed steps besides the dark sites of the reaction pathway are highlighted. From the insertion of CO2 into E-X bonds to the reduction of CO2 to CO or other C1 molecules or else to C2 or Cn molecules, the reactions are analysed in order to highlight the known and obscure reaction steps. Besides well known reaction mechanisms and energy profiles, several lesser known situations are discussed. Advancing knowledge of the latter would help to develop efficient routes for the conversion of CO2 into valuable products useful either in the chemical or in the energy industry. The content of this book is quite different from other books reporting the use of CO2. On account of its clear presentation, ?Reaction Mechanisms in Carbon Dioxide Conversion? targets in particular researchers, teachers and PhD students. 606 $aChemistry, Organic 606 $aChemistry, Physical and theoretical 606 $aClimatic changes 606 $aChemical engineering 606 $aFossil fuels 606 $aOrganic Chemistry$3https://scigraph.springernature.com/ontologies/product-market-codes/C19007 606 $aPhysical Chemistry$3https://scigraph.springernature.com/ontologies/product-market-codes/C21001 606 $aClimate Change$3https://scigraph.springernature.com/ontologies/product-market-codes/U12007 606 $aIndustrial Chemistry/Chemical Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/C27000 606 $aFossil Fuels (incl. Carbon Capture)$3https://scigraph.springernature.com/ontologies/product-market-codes/114000 615 0$aChemistry, Organic. 615 0$aChemistry, Physical and theoretical. 615 0$aClimatic changes. 615 0$aChemical engineering. 615 0$aFossil fuels. 615 14$aOrganic Chemistry. 615 24$aPhysical Chemistry. 615 24$aClimate Change. 615 24$aIndustrial Chemistry/Chemical Engineering. 615 24$aFossil Fuels (incl. Carbon Capture). 676 $a540 700 $aAresta$b Michele$f1940-$4aut$4http://id.loc.gov/vocabulary/relators/aut$074886 702 $aDibenedetto$b Angela$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aQuaranta$b Eugenio$4aut$4http://id.loc.gov/vocabulary/relators/aut 906 $aBOOK 912 $a9910254053903321 996 $aReaction Mechanisms in Carbon Dioxide Conversion$92505875 997 $aUNINA