Mechanistic Data Science for STEM Education and Applications
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 7)

H-INDEX

(FIVE YEARS 0)

Published By Springer International Publishing

9783030878313, 9783030878320

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Extraction of Mechanistic Features

Mechanistic Data Science for STEM Education and Applications ◽

10.1007/978-3-030-87832-0_4 ◽

2021 ◽

pp. 89-129

Author(s):

Wing Kam Liu ◽

Zhengtao Gan ◽

Mark Fleming

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Optimization and Regression

Mechanistic Data Science for STEM Education and Applications ◽

10.1007/978-3-030-87832-0_3 ◽

2021 ◽

pp. 49-88

Author(s):

Wing Kam Liu ◽

Zhengtao Gan ◽

Mark Fleming

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Introduction to Mechanistic Data Science

Mechanistic Data Science for STEM Education and Applications ◽

10.1007/978-3-030-87832-0_1 ◽

2021 ◽

pp. 1-31

Author(s):

Wing Kam Liu ◽

Zhengtao Gan ◽

Mark Fleming

Keyword(s):

Data Science

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Deep Learning for Regression and Classification

Mechanistic Data Science for STEM Education and Applications ◽

10.1007/978-3-030-87832-0_6 ◽

2021 ◽

pp. 171-214

Author(s):

Wing Kam Liu ◽

Zhengtao Gan ◽

Mark Fleming

Keyword(s):

Deep Learning

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Multimodal Data Generation and Collection

Mechanistic Data Science for STEM Education and Applications ◽

10.1007/978-3-030-87832-0_2 ◽

2021 ◽

pp. 33-48

Author(s):

Wing Kam Liu ◽

Zhengtao Gan ◽

Mark Fleming

Keyword(s):

Data Generation ◽

Multimodal Data

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System and Design

Mechanistic Data Science for STEM Education and Applications ◽

10.1007/978-3-030-87832-0_7 ◽

2021 ◽

pp. 215-266

Author(s):

Wing Kam Liu ◽

Zhengtao Gan ◽

Mark Fleming

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Knowledge-Driven Dimension Reduction and Reduced Order Surrogate Models

Mechanistic Data Science for STEM Education and Applications ◽

10.1007/978-3-030-87832-0_5 ◽

2021 ◽

pp. 131-170

Author(s):

Wing Kam Liu ◽

Zhengtao Gan ◽

Mark Fleming

Keyword(s):

Dimension Reduction ◽

Surrogate Models ◽

Reduced Order

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Mechanistic Data Science for STEM Education and ApplicationsLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Extraction of Mechanistic Features

Optimization and Regression

Introduction to Mechanistic Data Science

Deep Learning for Regression and Classification

Multimodal Data Generation and Collection

System and Design

Knowledge-Driven Dimension Reduction and Reduced Order Surrogate Models

Mechanistic Data Science for STEM Education and Applications
Latest Publications