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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
Opac: Controlla la disponibilità qui
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
Opac: Controlla la disponibilità qui
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 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
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
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
Opac: Controlla la disponibilità qui
Digital twin-fundamental concepts to applications in advanced manufacturing / / Surjya Kanta Pal [and five others]
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  
Cham, Switzerland : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
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
Opac: Controlla la disponibilità qui