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
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Wiesbaden, Germany : , : Springer, , [2022] | ||
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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.] |
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 | ||
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Lo trovi qui: Univ. Federico II | ||
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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 | ||
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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.] |
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 | ||
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Lo trovi qui: Univ. Federico II | ||
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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 |
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-9910877106503321 |
Weinheim, : Wiley-VCH | ||
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Lo trovi qui: Univ. Federico II | ||
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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
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[Gaithersburg, MD] : , : U.S. Dept. of Commerce, National Institute of Standards and Technology, , [2005] | ||
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Lo trovi qui: Univ. Federico II | ||
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Digital twin-fundamental concepts to applications in advanced manufacturing / / Surjya Kanta Pal [and five others] |
Autore | Pal Surjya Kanta |
Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
Descrizione fisica | 1 online resource (xxxvi, 465 pages : illustrations (some colour) |
Disciplina | 670.113 |
Collana | Springer Series in Advanced Manufacturing |
Soggetto topico |
Industry 4.0 - Computer simulation
Manufacturing processes - Computer simulation |
ISBN | 3-030-81815-2 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Introduction -- Sensor Electronics -- Signal Acquisition and Processing -- Image Processing -- Data Communication: Cloud and Fog Computing -- Machine Learning and Decision Making -- Artificial Intelligence in Decision Making -- Digital Twin Application -- Conclusions. |
Record Nr. | UNINA-9910523748203321 |
Pal Surjya Kanta
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Cham, Switzerland : , : Springer, , [2022] | ||
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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 |
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 | ||
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Lo trovi qui: Univ. Federico II | ||
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