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Construction of a concept of neuronal modeling / / Marcus Grum
Construction of a concept of neuronal modeling / / Marcus Grum
Autore Grum Marcus
Pubbl/distr/stampa Wiesbaden, Germany : , : Springer, , [2022]
Descrizione fisica 1 online resource (896 pages)
Disciplina 006.32
Collana Gabler Theses
Soggetto topico Machine learning
Neural networks (Computer science)
Manufacturing processes - Computer simulation
ISBN 9783658359997
9783658359980
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910548170203321
Grum Marcus  
Wiesbaden, Germany : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Continuum scale simulation of engineering materials [[electronic resource] ] : fundamentals, microstructures, process applications / / edited by Dierk Raabe ... [et al.]
Continuum scale simulation of engineering materials [[electronic resource] ] : fundamentals, microstructures, process applications / / edited by Dierk Raabe ... [et al.]
Pubbl/distr/stampa Weinheim, : Wiley-VCH
Descrizione fisica 1 online resource (889 p.)
Disciplina 620.110113
Altri autori (Persone) RaabeDierk
Soggetto topico Materials - Computer simulation
Manufacturing processes - Computer simulation
Soggetto genere / forma Electronic books.
ISBN 1-280-51961-4
9786610519613
3-527-60378-6
3-527-60421-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Continuum Scale Simulation of Engineering Materials; Contents; Preface; List of Contributors; I Fundamentals and Basic Methods; 1 Computer Simulation of Diffusion Controlled Phase Transformations; 1.1 Introduction; 1.2 Numerical Treatment of Diffusion Controlled Transformations; 1.2.1 Diffusion; 1.2.2 Boundary Conditions; 1.2.3 Cell Size; 1.3 Typical Applications; 1.3.1 LE, LENP and PE in Fe-Mn-C; 1.3.2 LE, LENP and PE in Fe-Si-C; 1.3.3 PE in Fe-Ni-C; 1.3.4 Effect of Traces on the Growth of Grain Boundary Cementite; 1.3.5 Continuous Cooling
1.3.6 Competitive Growth of Phases: Multi-Cell Calculations1.3.7 Gas-Metal-Reactions: Carburization; 1.4 Outlook; References; 2 Introduction to the Phase-Field Method of Microstructure Evolution; 2.1 Introduction; 2.2 Origin of the Model; 2.3 Theoretical Fundamentals of the Method; 2.3.1 Representation of a Microstructure; 2.3.2 Thermodynamics of Microstructures; 2.3.3 The Evolution Equations; 2.4 Advantages and Disadvantages of the Method; 2.5 Typical Fields of Applications and Examples; 2.6 Summary and Opportunities; References; 3 Cellular, Lattice Gas, and Boltzmann Automata
3.1 Cellular Automata3.1.1 Introduction; 3.1.2 Formal Description and Classes of Cellular Automata; 3.1.3 Cellular Automata in Materials Science; 3.1.4 Recrystallization Simulations with Cellular Automata; 3.2 Cellular Automata for Fluid Dynamics; 3.2.1 Introduction; 3.2.2 The HPP and FHP Lattice Gas Cellular Automata; 3.2.3 The Lattice Boltzmann Automaton; 3.3 Conclusions and Outlook; References; 4 The Monte Carlo Method; 4.1 Introduction; 4.2 History of the Monte Carlo Method; 4.2.1 Ising and Potts Models; 4.2.2 Metropolis Algorithm; 4.2.3 n-fold Way Algorithm
4.3 Description of the Monte Carlo Method for Grain Growth & Recrystallization4.3.1 Discretization of Microstructure; 4.3.2 Evolution of the Microstructure; 4.3.3 Inert Particles; 4.3.4 Lattices; 4.3.5 Boundary Conditions; 4.3.6 Parallelization of the Monte Carlo Algorithm; 4.4 Nucleation in Recrystallization; 4.5 Initialization of MC Simulations; 4.6 Verification of the Monte Carlo Model; 4.7 Scaling of Simulated Grain Size to Physical Grain Size; 4.8 Recrystallization Kinetics in the Monte Carlo model; 4.9 Results of Simulation of Recrystallization by Monte Carlo Method
4.9.1 Abnormal Grain Growth4.9.2 Static Recrystallization; 4.9.3 Grain Growth in the Presence of Particles; 4.9.4 Recrystallization in the Presence of Particles; 4.9.5 Texture Development; 4.9.6 Texture; 4.9.7 Dynamic Recrystallization; 4.10 Summary; References; 5 Crystal Plasticity; 5.1 Introduction; 5.2 Theoretical Background; 5.2.1 Mechanical Response of Single Crystals; 5.2.2 Lattice Orientation Distributions for Polycrystals; 5.2.3 Mechanical Response of Polycrystals; 5.3 Macroscopic Criteria for Anisotropic Strength; 5.3.1 Generalities; 5.3.2 Yield Surfaces Defined by Expansions
5.3.3 Yield Surfaces Defined by Hyperplanes
Record Nr. UNINA-9910144718303321
Weinheim, : Wiley-VCH
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Continuum scale simulation of engineering materials : fundamentals, microstructures, process applications / edited by Dierk Raabe ... [et al.]
Continuum scale simulation of engineering materials : fundamentals, microstructures, process applications / edited by Dierk Raabe ... [et al.]
Pubbl/distr/stampa Weinheim : Wiley-VCH, c2004
Descrizione fisica xxx, 855 p. : ill. ; 25 cm
Disciplina 620.1
Altri autori (Persone) Raabe, Dierk
Chen, Long-Qing
Barlat, Frederic
Roters, Franz
Soggetto topico Materials - Computer simulation
Manufacturing processes - Computer simulation
ISBN 3527307605
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNISALENTO-991003772469707536
Weinheim : Wiley-VCH, c2004
Materiale a stampa
Lo trovi qui: Univ. del Salento
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Continuum scale simulation of engineering materials [[electronic resource] ] : fundamentals, microstructures, process applications / / edited by Dierk Raabe ... [et al.]
Continuum scale simulation of engineering materials [[electronic resource] ] : fundamentals, microstructures, process applications / / edited by Dierk Raabe ... [et al.]
Pubbl/distr/stampa Weinheim, : Wiley-VCH
Descrizione fisica 1 online resource (889 p.)
Disciplina 620.110113
Altri autori (Persone) RaabeDierk
Soggetto topico Materials - Computer simulation
Manufacturing processes - Computer simulation
ISBN 1-280-51961-4
9786610519613
3-527-60378-6
3-527-60421-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Continuum Scale Simulation of Engineering Materials; Contents; Preface; List of Contributors; I Fundamentals and Basic Methods; 1 Computer Simulation of Diffusion Controlled Phase Transformations; 1.1 Introduction; 1.2 Numerical Treatment of Diffusion Controlled Transformations; 1.2.1 Diffusion; 1.2.2 Boundary Conditions; 1.2.3 Cell Size; 1.3 Typical Applications; 1.3.1 LE, LENP and PE in Fe-Mn-C; 1.3.2 LE, LENP and PE in Fe-Si-C; 1.3.3 PE in Fe-Ni-C; 1.3.4 Effect of Traces on the Growth of Grain Boundary Cementite; 1.3.5 Continuous Cooling
1.3.6 Competitive Growth of Phases: Multi-Cell Calculations1.3.7 Gas-Metal-Reactions: Carburization; 1.4 Outlook; References; 2 Introduction to the Phase-Field Method of Microstructure Evolution; 2.1 Introduction; 2.2 Origin of the Model; 2.3 Theoretical Fundamentals of the Method; 2.3.1 Representation of a Microstructure; 2.3.2 Thermodynamics of Microstructures; 2.3.3 The Evolution Equations; 2.4 Advantages and Disadvantages of the Method; 2.5 Typical Fields of Applications and Examples; 2.6 Summary and Opportunities; References; 3 Cellular, Lattice Gas, and Boltzmann Automata
3.1 Cellular Automata3.1.1 Introduction; 3.1.2 Formal Description and Classes of Cellular Automata; 3.1.3 Cellular Automata in Materials Science; 3.1.4 Recrystallization Simulations with Cellular Automata; 3.2 Cellular Automata for Fluid Dynamics; 3.2.1 Introduction; 3.2.2 The HPP and FHP Lattice Gas Cellular Automata; 3.2.3 The Lattice Boltzmann Automaton; 3.3 Conclusions and Outlook; References; 4 The Monte Carlo Method; 4.1 Introduction; 4.2 History of the Monte Carlo Method; 4.2.1 Ising and Potts Models; 4.2.2 Metropolis Algorithm; 4.2.3 n-fold Way Algorithm
4.3 Description of the Monte Carlo Method for Grain Growth & Recrystallization4.3.1 Discretization of Microstructure; 4.3.2 Evolution of the Microstructure; 4.3.3 Inert Particles; 4.3.4 Lattices; 4.3.5 Boundary Conditions; 4.3.6 Parallelization of the Monte Carlo Algorithm; 4.4 Nucleation in Recrystallization; 4.5 Initialization of MC Simulations; 4.6 Verification of the Monte Carlo Model; 4.7 Scaling of Simulated Grain Size to Physical Grain Size; 4.8 Recrystallization Kinetics in the Monte Carlo model; 4.9 Results of Simulation of Recrystallization by Monte Carlo Method
4.9.1 Abnormal Grain Growth4.9.2 Static Recrystallization; 4.9.3 Grain Growth in the Presence of Particles; 4.9.4 Recrystallization in the Presence of Particles; 4.9.5 Texture Development; 4.9.6 Texture; 4.9.7 Dynamic Recrystallization; 4.10 Summary; References; 5 Crystal Plasticity; 5.1 Introduction; 5.2 Theoretical Background; 5.2.1 Mechanical Response of Single Crystals; 5.2.2 Lattice Orientation Distributions for Polycrystals; 5.2.3 Mechanical Response of Polycrystals; 5.3 Macroscopic Criteria for Anisotropic Strength; 5.3.1 Generalities; 5.3.2 Yield Surfaces Defined by Expansions
5.3.3 Yield Surfaces Defined by Hyperplanes
Record Nr. UNINA-9910830701103321
Weinheim, : Wiley-VCH
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Continuum scale simulation of engineering materials : fundamentals, microstructures, process applications / / edited by Dierk Raabe ... [et al.]
Continuum scale simulation of engineering materials : fundamentals, microstructures, process applications / / edited by Dierk Raabe ... [et al.]
Pubbl/distr/stampa Weinheim, : Wiley-VCH
Descrizione fisica 1 online resource (889 p.)
Disciplina 620.110113
Altri autori (Persone) RaabeDierk
Soggetto topico Materials - Computer simulation
Manufacturing processes - Computer simulation
ISBN 9786610519613
9781280519611
1280519614
9783527603787
3527603786
9783527604210
3527604219
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Continuum Scale Simulation of Engineering Materials; Contents; Preface; List of Contributors; I Fundamentals and Basic Methods; 1 Computer Simulation of Diffusion Controlled Phase Transformations; 1.1 Introduction; 1.2 Numerical Treatment of Diffusion Controlled Transformations; 1.2.1 Diffusion; 1.2.2 Boundary Conditions; 1.2.3 Cell Size; 1.3 Typical Applications; 1.3.1 LE, LENP and PE in Fe-Mn-C; 1.3.2 LE, LENP and PE in Fe-Si-C; 1.3.3 PE in Fe-Ni-C; 1.3.4 Effect of Traces on the Growth of Grain Boundary Cementite; 1.3.5 Continuous Cooling
1.3.6 Competitive Growth of Phases: Multi-Cell Calculations1.3.7 Gas-Metal-Reactions: Carburization; 1.4 Outlook; References; 2 Introduction to the Phase-Field Method of Microstructure Evolution; 2.1 Introduction; 2.2 Origin of the Model; 2.3 Theoretical Fundamentals of the Method; 2.3.1 Representation of a Microstructure; 2.3.2 Thermodynamics of Microstructures; 2.3.3 The Evolution Equations; 2.4 Advantages and Disadvantages of the Method; 2.5 Typical Fields of Applications and Examples; 2.6 Summary and Opportunities; References; 3 Cellular, Lattice Gas, and Boltzmann Automata
3.1 Cellular Automata3.1.1 Introduction; 3.1.2 Formal Description and Classes of Cellular Automata; 3.1.3 Cellular Automata in Materials Science; 3.1.4 Recrystallization Simulations with Cellular Automata; 3.2 Cellular Automata for Fluid Dynamics; 3.2.1 Introduction; 3.2.2 The HPP and FHP Lattice Gas Cellular Automata; 3.2.3 The Lattice Boltzmann Automaton; 3.3 Conclusions and Outlook; References; 4 The Monte Carlo Method; 4.1 Introduction; 4.2 History of the Monte Carlo Method; 4.2.1 Ising and Potts Models; 4.2.2 Metropolis Algorithm; 4.2.3 n-fold Way Algorithm
4.3 Description of the Monte Carlo Method for Grain Growth & Recrystallization4.3.1 Discretization of Microstructure; 4.3.2 Evolution of the Microstructure; 4.3.3 Inert Particles; 4.3.4 Lattices; 4.3.5 Boundary Conditions; 4.3.6 Parallelization of the Monte Carlo Algorithm; 4.4 Nucleation in Recrystallization; 4.5 Initialization of MC Simulations; 4.6 Verification of the Monte Carlo Model; 4.7 Scaling of Simulated Grain Size to Physical Grain Size; 4.8 Recrystallization Kinetics in the Monte Carlo model; 4.9 Results of Simulation of Recrystallization by Monte Carlo Method
4.9.1 Abnormal Grain Growth4.9.2 Static Recrystallization; 4.9.3 Grain Growth in the Presence of Particles; 4.9.4 Recrystallization in the Presence of Particles; 4.9.5 Texture Development; 4.9.6 Texture; 4.9.7 Dynamic Recrystallization; 4.10 Summary; References; 5 Crystal Plasticity; 5.1 Introduction; 5.2 Theoretical Background; 5.2.1 Mechanical Response of Single Crystals; 5.2.2 Lattice Orientation Distributions for Polycrystals; 5.2.3 Mechanical Response of Polycrystals; 5.3 Macroscopic Criteria for Anisotropic Strength; 5.3.1 Generalities; 5.3.2 Yield Surfaces Defined by Expansions
5.3.3 Yield Surfaces Defined by Hyperplanes
Record Nr. UNINA-9911019869603321
Weinheim, : Wiley-VCH
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Data transfer strategy for machine shop simulation / / Y. Tina Lee, Yan Luo
Data transfer strategy for machine shop simulation / / Y. Tina Lee, Yan Luo
Autore Lee Y. Tina
Pubbl/distr/stampa [Gaithersburg, MD] : , : U.S. Dept. of Commerce, National Institute of Standards and Technology, , [2005]
Descrizione fisica 1 online resource (9 pages) : illustrations
Altri autori (Persone) LouYan
Collana NISTIR
Soggetto topico Manufacturing processes - Computer simulation
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910709938503321
Lee Y. Tina  
[Gaithersburg, MD] : , : U.S. Dept. of Commerce, National Institute of Standards and Technology, , [2005]
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Manufacturing Driving Circular Economy : Proceedings of the 18th Global Conference on Sustainable Manufacturing, October 5-7, 2022, Berlin / / edited by Holger Kohl, Günther Seliger, Franz Dietrich
Manufacturing Driving Circular Economy : Proceedings of the 18th Global Conference on Sustainable Manufacturing, October 5-7, 2022, Berlin / / edited by Holger Kohl, Günther Seliger, Franz Dietrich
Edizione [1st ed.]
Pubbl/distr/stampa Cham : , : Springer International Publishing, , 2023
Descrizione fisica 1 online resource (xxiv, 1103 pages) : illustrations (some color)
Disciplina 670.1
Collana Lecture notes in mechanical engineering
Soggetto topico Manufacturing processes - Computer simulation
ISBN 3-031-28839-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 1. Manufacturing Processes 2. Supply Chain and Remanufacturing 3. Machine Tools 4. Materials5. Additive Manufacturing 6. Production Systems 7. Planning, Scheduling and Control 8. Energy Efficiency 9. Industry 4.0 and Digitalization 10. Life Cycle and Decision Making 11. Product Design and Innovation 12. Learning and Knowledge 13. Assessment, Strategy and Business Models14. Metrics 15. Sustainability at Regional Level 16. Student Projects.
Record Nr. UNINA-9910717412103321
Cham : , : Springer International Publishing, , 2023
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Simulation of industrial processes for control engineers / / Philip Thomas
Simulation of industrial processes for control engineers / / Philip Thomas
Autore Thomas Philip
Pubbl/distr/stampa Oxford ; ; Boston, : Butterworth-Heinemann, 1999
Descrizione fisica 1 online resource (415 p.)
Disciplina 621.4021
Soggetto topico Process control - Computer simulation
Manufacturing processes - Computer simulation
Process control - Mathematical models
Manufacturing processes - Mathematical models
ISBN 1-281-03489-4
9786611034894
0-08-051724-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Front Cover; Simulation of Industrial Processes for Control Engineers; Copyright Page; Contents; Foreword; Notation; Chapter 1. Introduction; Chapter 2. Fundamental concepts of dynamic simulation; 2.1 Introduction; 2.2 Building up a model of a simple process-plant unit: tank liquid level; 2.3 The general form of the simulation problem; 2.4 The state vector; 2.5 Model complexity; 2.6 Distributed systems: partial differential equations; 2.7 The problem of stiffness; 2.8 Tackling stiffness in process simulations: the properties of a stiff integration algorithm
2.9 Tackling stiffness in process simulations by modifications to the model2.10 Solving nonlinear simultaneous equations in a process model: iterative method; 2.11 Solving nonlinear simultaneous equations in a process model: the Method of Referred Derivatives; 2.12 Bibliography; Chapter 3. Thermodynamics and the conservation equations; 3.1 Introduction; 3.2 Thermodynamic variables; 3.3 Specific heats of gases; 3.4 Conservation of mass in a bounded volume; 3.5 Conservation of energy in a fixed volume; 3.6 Effect of volume change on the equation for the conservation of energy
3.7 Conservation of energy equation for a rotating component3.8 Conservation of mass in a pipe; 3.9 Conservation of energy in a pipe; 3.10 Conservation of momentum in a pipe; 3.11 Bibliography; Chapter 4. Steady-state incompressible flow; 4.1 Introduction; 4.2 The energy equation for general steady-state flow; 4.3 Incompressible flow; 4.4 Magnitude of the Fanning friction factor, f; 4.5 Frictionally resisted, incompressible flow through a real pipe; 4.6 Pressure drop due to level difference; 4.7 Frictional pressure drop; 4.8 Pressure drop due to bends and fittings
4.9 Pressure drop at pipe outlet4.10 Pressure drop at pipe inlet; 4.11 Overall relationship between mass flow and pressure difference; 4.12 Bibliography; Chapter 5. Flow through ideal nozzles; 5.1 Introduction; 5.2 Steady-state flow in a nozzle; 5.3 Maximum mass flow for a polytropic expansion; 5.4 Sonic flow; 5.5 Comparison between flow formulae; 5.6 Bibliography; Chapter 6. Steady-state compressible flow; 6.1 Introduction; 6.2 General overview of compressible pipe-flow; 6.3 Frictionally resisted, adiabatic flow inside the pipe; 6.4 Solution sequence for compressible flow through a pipe
6.5 Determination of the friction factor, f6.6 Determination of the effective length of the pipe; 6.7 Sample calculation; 6.8 Explicit calculation of compressible flow; 6.9 Example using the long-pipe approximation; 6.10 Bibliography; Chapter 7. Control valve liquid flow; 7.1 Introduction; 7.2 Types of control valve; 7.3 Pressure distribution through the valve; 7.4 Liquid flow through the valve; 7.5 Cavitation and choking in liquid flow; 7.6 Relationship between valve capacity at part open and capacity at full open; 7.7 The valve characteristic; 7.8 Velocity-head loss across the valve
7.9 Bibliography
Record Nr. UNINA-9911006654003321
Thomas Philip  
Oxford ; ; Boston, : Butterworth-Heinemann, 1999
Materiale a stampa
Lo trovi qui: Univ. Federico II
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