Jacqueline M. Cole

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 20

Top Topics

Scientific Literature

Chemical Reaction

Microscopy Images

Top Venues

J. Chem. Inf. Model.

Int. J. Inf. Manag.

Comput. Sci. Eng.

Publications

Yogesh K. Dwivedi, Laurie Hughes, Harshad K. D. H. Bhadeshia, Sophia Ananiadou, Anthony G. Cohn, Jacqueline M. Cole, Gareth John Conduit, Maunendra Sankar Desarkar, Xinwei Wang
Artificial intelligence (AI) futures: India-UK collaborations emerging from the 4th Royal Society Yusuf Hamied workshop. Int. J. Inf. Manag. 76 (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M. Cole
Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks. J. Chem. Inf. Model. 64 (5) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M. Cole
Automatic Prediction of Band Gaps of Inorganic Materials Using a Gradient Boosted and Statistical Feature Selection Workflow. J. Chem. Inf. Model. 64 (4) (2024)
Taketomo Isazawa, Jacqueline M. Cole
How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting? J. Chem. Inf. Model. 64 (8) (2024)
Damian M. Wilary, Jacqueline M. Cole
ReactionDataExtractor 2.0: A Deep Learning Approach for Data Extraction from Chemical Reaction Schemes. J. Chem. Inf. Model. 63 (19) (2023)
Jiuyang Zhao, Shu Huang, Jacqueline M. Cole
OpticalBERT and OpticalTable-SQA: Text- and Table-Based Language Models for the Optical-Materials Domain. J. Chem. Inf. Model. 63 (7) (2023)
Qingyang Dong, Jacqueline M. Cole
Snowball 2.0: Generic Material Data Parser for ChemDataExtractor. J. Chem. Inf. Model. 63 (22) (2023)
Miao Zhu, Jacqueline M. Cole
PDFDataExtractor: A Tool for Reading Scientific Text and Interpreting Metadata from the Typeset Literature in the Portable Document Format. J. Chem. Inf. Model. 62 (7) (2022)
Jiuyang Zhao, Jacqueline M. Cole
Reconstructing Chromatic-Dispersion Relations and Predicting Refractive Indices Using Text Mining and Machine Learning. J. Chem. Inf. Model. 62 (11) (2022)
Taketomo Isazawa, Jacqueline M. Cole
Single Model for Organic and Inorganic Chemical Named Entity Recognition in ChemDataExtractor. J. Chem. Inf. Model. 62 (5) (2022)
Shu Huang, Jacqueline M. Cole
BatteryBERT: A Pretrained Language Model for Battery Database Enhancement. J. Chem. Inf. Model. 62 (24) (2022)
Batuhan Yildirim, Jacqueline M. Cole
Bayesian Particle Instance Segmentation for Electron Microscopy Image Quantification. J. Chem. Inf. Model. 61 (3) (2021)
Juraj Mavracic, Callum J. Court, Taketomo Isazawa, R. Stephen Elliott, Jacqueline M. Cole
ChemDataExtractor 2.0: Autopopulated Ontologies for Materials Science. J. Chem. Inf. Model. 61 (9) (2021)
Damian M. Wilary, Jacqueline M. Cole
ReactionDataExtractor: A Tool for Automated Extraction of Information from Chemical Reaction Schemes. J. Chem. Inf. Model. 61 (10) (2021)
Callum J. Court, Batuhan Yildirim, Apoorv Jain, Jacqueline M. Cole
3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning. J. Chem. Inf. Model. 60 (10) (2020)
Karim T. Mukaddem, Edward J. Beard, Batuhan Yildirim, Jacqueline M. Cole
ImageDataExtractor: A Tool To Extract and Quantify Data from Microscopy Images. J. Chem. Inf. Model. 60 (5) (2020)
Edward J. Beard, Jacqueline M. Cole
ChemSchematicResolver: A Toolkit to Decode 2D Chemical Diagrams with Labels and R-Groups into Annotated Chemical Named Entities. J. Chem. Inf. Model. 60 (4) (2020)
Jacqueline M. Cole
Enumerating Intramolecular Charge Transfer in Conjugated Organic Compounds. J. Chem. Inf. Model. 60 (12) (2020)
Jacqueline M. Cole
Data-Driven Molecular Engineering of Solar-Powered Windows. Comput. Sci. Eng. 20 (1) (2018)
Matthew C. Swain, Jacqueline M. Cole
ChemDataExtractor: A Toolkit for Automated Extraction of Chemical Information from the Scientific Literature. J. Chem. Inf. Model. 56 (10) (2016)
Jacqueline M. Cole
Systematic Prediction of Dyes for Dye-Sensitized Solar Cells: Data Mining via Molecular Charge-Transfer Algorithms. Complex Syst. 20 (2) (2011)