Research graph
References from Representing Multiword Chemical Terms through Phrase-Level Preprocessing and Word Embedding. Local targets link to admitted publications; unresolved targets remain external evidence.
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Dermatologist-level classification of skin cancer with deep neural networks
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Machine learning for molecular and materials science
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A general-purpose machine learning framework for predicting properties of inorganic materials
10.1038/npjcompumats.2016.28 · 2016 · External reference
Crystal structure representations for machine learning models of formation energies
10.1002/qua.24917 · 2015 · External reference
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Crystal graph convolutional neural networks for an accurate and interpretable prediction of material properties
10.1103/physrevlett.120.145301 · 2018 · External reference
Elemnet: Deep learning the chemistry of materials from only elemental composition
10.1038/s41598-018-35934-y · 2018 · External reference
High-throughput screening of bimetallic catalysts enabled by machine learning
10.1039/c7ta01812f · 2017 · External reference
Toward artificial intelligence in catalysis
10.1038/s41929-018-0150-1 · 2018 · External reference
Machine-learning-augmented chemisorption model for CO2 electroreduction catalyst screening
10.1021/acs.jpclett.5b01660 · 2015 · External reference
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Deep learning for chemical reaction prediction
10.1039/c7me00107j · 2018 · External reference
“Found in Translation”: predicting outcomes of complex organic chemistry reactions using neural sequence-to-sequence models
10.1039/c8sc02339e · 2018 · External reference
Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science
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Materials design and discovery with high-throughput density functional theory: the open quantum materials database (OQMD)
10.1007/s11837-013-0755-4 · 2013 · External reference
AFLOW: an automatic framework for high-throughput materials discovery
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A strategy to apply machine learning to small datasets in materials science
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Machine-learned and codified synthesis parameters of oxide materials
10.1038/sdata.2017.127 · 2017 · External reference
Materials synthesis insights from scientific literature via text extraction and machine learning
10.1021/acs.chemmater.7b03500 · 2017 · External reference
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10.1021/acscentsci.9b00193 · External reference
Virtual screening of inorganic materials synthesis parameters with deep learning
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Distilling a Materials Synthesis Ontology
10.1016/j.matt.2019.05.011 · 2019 · External reference
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Unsupervised word embeddings capture latent knowledge from materials science literature
10.1038/s41586-019-1335-8 · 2019 · External reference
Biomedical Text Mining: A Survey of Recent Progress
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2005 · External reference
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10.1007/978-1-4614-3223-4 · 2012 · External reference
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10.3115/v1/d14-1162
10.3115/v1/d14-1162 · External reference
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10.18653/v1/d15-1044
10.18653/v1/d15-1044 · External reference
Chemical named entities recognition: a review on approaches and applications
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2002 · External reference
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10.1145/2983323.2983858 · External reference
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10.18653/v1/d15-1036
10.18653/v1/d15-1036 · External reference
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PubChem 2019 update: improved access to chemical data
10.1093/nar/gky1033 · 2018 · External reference
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2006 · External reference
10.63317/48yvhipoi6dv
10.63317/48yvhipoi6dv · 2004 · External reference
10.1007/978-3-540-73451-2_54
10.1007/978-3-540-73451-2_54 · External reference
10.3115/1273073.1273184
10.3115/1273073.1273184 · External reference
A Simple Algorithm for Identifying Abbreviation Definitions in Biomedical text
10.1142/9789812776303_0042 · 2002 · External reference
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2011 · External reference
10.1109/tnn.2005.845141
10.1109/tnn.2005.845141 · External reference
Cluster ensembles---a knowledge reuse framework for combining multiple partitions
10.1162/153244303321897735 · 2002 · External reference
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10.1007/bf01908075 · 1985 · External reference
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A method for comparing two hierarchical clusterings
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Evaluation of gene-expression clustering via mutual information distance measure
10.1186/1471-2105-8-111 · 2007 · External reference
Model-based clustering and data transformations for gene expression data
10.1093/bioinformatics/17.10.977 · 2001 · External reference
10.3115/1596374.1596401
10.3115/1596374.1596401 · External reference
