Home
Journals
Archaeology International
Architecture_MPS
Europe and the World: A law review
Film Education Journal
History Education Research Journal
International Journal of Development Education and Global Learning
International Journal of Social Pedagogy
Jewish Historical Studies: A Journal of English-Speaking Jewry
Journal of Bentham Studies
London Review of Education
Radical Americas
Research for All
The Journal of the Sylvia Townsend Warner Society
The London Journal of Canadian Studies
About
About UCL Press
Who we are
Contact us
My ScienceOpen
Sign in
Register
Dashboard
Search
Home
Journals
Archaeology International
Architecture_MPS
Europe and the World: A law review
Film Education Journal
History Education Research Journal
International Journal of Development Education and Global Learning
International Journal of Social Pedagogy
Jewish Historical Studies: A Journal of English-Speaking Jewry
Journal of Bentham Studies
London Review of Education
Radical Americas
Research for All
The Journal of the Sylvia Townsend Warner Society
The London Journal of Canadian Studies
About
About UCL Press
Who we are
Contact us
My ScienceOpen
Sign in
Register
Dashboard
Search
8
views
21
references
Top references
cited by
26
Cite as...
0 reviews
Review
0
comments
Comment
0
recommends
+1
Recommend
0
collections
Add to
0
shares
Share
Twitter
Sina Weibo
Facebook
Email
3,007
similar
All similar
Record
: found
Abstract
: not found
Book Chapter
: not found
Bayesian Optimization for Materials Design
other
Author(s):
Peter I. Frazier
,
Jialei Wang
Publication date
(Online):
December 13 2015
Publisher:
Springer International Publishing
Read this book at
Publisher
Buy book
Review
Review book
Invite someone to review
Bookmark
Cite as...
There is no author summary for this book yet. Authors can add summaries to their books on ScienceOpen to make them more accessible to a non-specialist audience.
Related collections
International Journal of Materials Research (IJMR)
Most cited references
21
Record
: found
Abstract
: not found
Article
: not found
The origins of kriging
Noel Cressie
(1990)
0
comments
Cited
190
times
– based on
0
reviews
Review now
Bookmark
Record
: found
Abstract
: not found
Article
: not found
A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise
H. J. Kushner
(1964)
0
comments
Cited
186
times
– based on
0
reviews
Review now
Bookmark
Record
: found
Abstract
: not found
Article
: not found
ParEGO: a hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems
J. Knowles
(2006)
0
comments
Cited
135
times
– based on
0
reviews
Review now
Bookmark
All references
Author and book information
Book Chapter
Publication date (Print):
2016
Publication date (Online):
December 13 2015
Pages
: 45-75
DOI:
10.1007/978-3-319-23871-5_3
SO-VID:
66ae2697-0b15-45fd-8dfa-d9d2e7d90e05
History
Data availability:
Comments
Comment on this book
Sign in to comment
Book chapters
pp. 3
A Perspective on Materials Informatics: State-of-the-Art and Challenges
pp. 13
Information-Driven Experimental Design in Materials Science
pp. 45
Bayesian Optimization for Materials Design
pp. 77
Small-Sample Classification
pp. 103
Data Visualization and Structure Identification
pp. 115
Inference of Hidden Structures in Complex Physical Systems by Multi-scale Clustering
pp. 141
On the Use of Data Mining Techniques to Build High-Density, Additively-Manufactured Parts
pp. 157
Optimal Dopant Selection for Water Splitting with Cerium Oxides: Mining and Screening First Principles Data
pp. 173
Toward Materials Discovery with First-Principles Datasets and Learning Methods
pp. 187
Materials Informatics Using Ab initio Data: Application to MAX Phases
pp. 213
Symmetry-Adapted Distortion Modes as Descriptors for Materials Informatics
pp. 223
Discovering Electronic Signatures for Phase Stability of Intermetallics via Machine Learning
pp. 241
Combinatorial Materials Science, and a Perspective on Challenges in Data Acquisition, Analysis and Presentation
pp. 271
High Throughput Combinatorial Experimentation + Informatics = Combinatorial Science
Similar content
3,007
A Bayesian Approach to Multi-State Hidden Markov Models: Application to Dementia Progression
Authors:
Clifford R. Jack
,
Curtis B Storlie
,
Jonathan Williams
…
Different Catechol-O-Methyl Transferase Inhibitors in Parkinson's Disease: A Bayesian Network Meta-Analysis
Authors:
Zhaoming Song
,
Jie. Zhang
,
Tao Xue
…
Bayesian spatio-temporal modeling of malaria risk in Rwanda
Authors:
Muhammed Semakula
,
Franco̧is Niragire
,
Christel Faes
See all similar
Cited by
23
Bayesian Optimization
Authors:
Peter I. Frazier
Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains
Authors:
Qiaohao Liang
,
Aldair Gongora
,
Zekun Ren
…
Toward autonomous additive manufacturing: Bayesian optimization on a 3D printer
Authors:
James Deneault
,
Jorge Chang
,
Jay Myung
…
See all cited by