Materials Discovery and Design - Springer Series in Materials Science
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9

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2

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Published By Springer International Publishing

9783319994642, 9783319994659

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Automatic Tuning and Control for Advanced Light Sources

Materials Discovery and Design - Springer Series in Materials Science ◽

10.1007/978-3-319-99465-9_9 ◽

2018 ◽

pp. 217-251

Author(s):

Alexander Scheinker

Keyword(s):

Automatic Tuning ◽

Light Sources ◽

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Dimensions, Bits, and Wows in Accelerating Materials Discovery

Materials Discovery and Design - Springer Series in Materials Science ◽

10.1007/978-3-319-99465-9_1 ◽

2018 ◽

pp. 1-14

Author(s):

Lav R. Varshney

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Is Automated Materials Design and Discovery Possible?

Materials Discovery and Design - Springer Series in Materials Science ◽

10.1007/978-3-319-99465-9_2 ◽

2018 ◽

pp. 15-58

Author(s):

Michael McKerns

Keyword(s):

Materials Design

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Bayesian Approaches to Uncertainty Quantification and Structure Refinement from X-Ray Diffraction

Materials Discovery and Design - Springer Series in Materials Science ◽

10.1007/978-3-319-99465-9_4 ◽

2018 ◽

pp. 81-102

Author(s):

Alisa R. Paterson ◽

Brian J. Reich ◽

Ralph C. Smith ◽

Alyson G. Wilson ◽

Jacob L. Jones

Keyword(s):

Uncertainty Quantification ◽

Structure Refinement ◽

X Ray Diffraction ◽

Bayesian Approaches ◽

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Importance of Feature Selection in Machine Learning and Adaptive Design for Materials

Materials Discovery and Design - Springer Series in Materials Science ◽

10.1007/978-3-319-99465-9_3 ◽

2018 ◽

pp. 59-79 ◽

Author(s):

Prasanna V. Balachandran ◽

Dezhen Xue ◽

James Theiler ◽

John Hogden ◽

James E. Gubernatis ◽

...

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Adaptive Design

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Overview of High-Energy X-Ray Diffraction Microscopy (HEDM) for Mesoscale Material Characterization in Three-Dimensions

Materials Discovery and Design - Springer Series in Materials Science ◽

10.1007/978-3-319-99465-9_7 ◽

2018 ◽

pp. 167-201 ◽

Author(s):

Reeju Pokharel

Keyword(s):

Material Characterization ◽

High Energy ◽

Three Dimensions ◽

X Ray Diffraction ◽

X Ray ◽

Diffraction Microscopy

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Deep Data Analytics in Structural and Functional Imaging of Nanoscale Materials

Materials Discovery and Design - Springer Series in Materials Science ◽

10.1007/978-3-319-99465-9_5 ◽

2018 ◽

pp. 103-128 ◽

Author(s):

Maxim Ziatdinov ◽

Artem Maksov ◽

Sergei V. Kalinin

Keyword(s):

Functional Imaging ◽

Data Analytics ◽

Nanoscale Materials

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Bragg Coherent Diffraction Imaging Techniques at 3rd and 4th Generation Light Sources

Materials Discovery and Design - Springer Series in Materials Science ◽

10.1007/978-3-319-99465-9_8 ◽

2018 ◽

pp. 203-215

Author(s):

Edwin Fohtung ◽

Dmitry Karpov ◽

Tilo Baumbach

Keyword(s):

Imaging Techniques ◽

Light Sources ◽

Coherent Diffraction Imaging ◽

Diffraction Imaging

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Data Challenges of In Situ X-Ray Tomography for Materials Discovery and Characterization

Materials Discovery and Design - Springer Series in Materials Science ◽

10.1007/978-3-319-99465-9_6 ◽

2018 ◽

pp. 129-165 ◽

Author(s):

Brian M. Patterson ◽

Nikolaus L. Cordes ◽

Kevin Henderson ◽

Xianghui Xiao ◽

Nikhilesh Chawla

Keyword(s):

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