Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks
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Published By Springer International Publishing

9783030661106, 9783030661113

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Feedforward Neural Networks

Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks ◽

10.1007/978-3-030-66111-3_2 ◽

2021 ◽

pp. 11-23

Author(s):

Genki Yagawa ◽

Atsuya Oishi

Keyword(s):

Neural Networks ◽

Feedforward Neural Networks

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Numerical Quadrature

Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks ◽

10.1007/978-3-030-66111-3_9 ◽

2021 ◽

pp. 69-76

Author(s):

Genki Yagawa ◽

Atsuya Oishi

Keyword(s):

Numerical Quadrature

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Structural Optimization

Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks ◽

10.1007/978-3-030-66111-3_13 ◽

2021 ◽

pp. 137-168

Author(s):

Genki Yagawa ◽

Atsuya Oishi

Keyword(s):

Structural Optimization

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Deep Learning for Computational Mechanics

Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks ◽

10.1007/978-3-030-66111-3_16 ◽

2021 ◽

pp. 199-208

Author(s):

Genki Yagawa ◽

Atsuya Oishi

Keyword(s):

Deep Learning ◽

Computational Mechanics

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Mutually Connected Neural Networks

Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks ◽

10.1007/978-3-030-66111-3_4 ◽

2021 ◽

pp. 31-34

Author(s):

Genki Yagawa ◽

Atsuya Oishi

Keyword(s):

Neural Networks

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Constitutive Models

Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks ◽

10.1007/978-3-030-66111-3_8 ◽

2021 ◽

pp. 57-68

Author(s):

Genki Yagawa ◽

Atsuya Oishi

Keyword(s):

Constitutive Models

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Introductory Remarks

Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks ◽

10.1007/978-3-030-66111-3_7 ◽

2021 ◽

pp. 53-55

Author(s):

Genki Yagawa ◽

Atsuya Oishi

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Other Algorithms and Systems

Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks ◽

10.1007/978-3-030-66111-3_6 ◽

2021 ◽

pp. 39-50

Author(s):

Genki Yagawa ◽

Atsuya Oishi

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Other Neural Networks

Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks ◽

10.1007/978-3-030-66111-3_5 ◽

2021 ◽

pp. 35-38

Author(s):

Genki Yagawa ◽

Atsuya Oishi

Keyword(s):

Neural Networks

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Some Notes on Applications of Neural Networks to Computational Mechanics

Lecture Notes on Numerical Methods in Engineering and Sciences - Computational Mechanics with Neural Networks ◽

10.1007/978-3-030-66111-3_14 ◽

2021 ◽

pp. 169-174

Author(s):

Genki Yagawa ◽

Atsuya Oishi

Keyword(s):

Neural Networks ◽

Computational Mechanics

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