Jacqueline M. Cole

According to our database, Jacqueline M. Cole authored at least 20 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks.

Son Gyo Jung, Guwon Jung, Jacqueline M. Cole

J. Chem. Inf. Model., March, 2024

Automatic Prediction of Band Gaps of Inorganic Materials Using a Gradient Boosted and Statistical Feature Selection Workflow.

Son Gyo Jung, Guwon Jung, Jacqueline M. Cole

J. Chem. Inf. Model., February, 2024

How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting?

Taketomo Isazawa, Jacqueline M. Cole

J. Chem. Inf. Model., 2024

2023

Snowball 2.0: Generic Material Data Parser for ChemDataExtractor.

Qingyang Dong, Jacqueline M. Cole

J. Chem. Inf. Model., November, 2023

ReactionDataExtractor 2.0: A Deep Learning Approach for Data Extraction from Chemical Reaction Schemes.

Damian M. Wilary, Jacqueline M. Cole

J. Chem. Inf. Model., October, 2023

OpticalBERT and OpticalTable-SQA: Text- and Table-Based Language Models for the Optical-Materials Domain.

Jiuyang Zhao, Shu Huang, Jacqueline M. Cole

J. Chem. Inf. Model., April, 2023

2022

PDFDataExtractor: A Tool for Reading Scientific Text and Interpreting Metadata from the Typeset Literature in the Portable Document Format.

Miao Zhu, Jacqueline M. Cole

J. Chem. Inf. Model., 2022

Reconstructing Chromatic-Dispersion Relations and Predicting Refractive Indices Using Text Mining and Machine Learning.

Jiuyang Zhao, Jacqueline M. Cole

J. Chem. Inf. Model., 2022

Single Model for Organic and Inorganic Chemical Named Entity Recognition in ChemDataExtractor.

Taketomo Isazawa, Jacqueline M. Cole

J. Chem. Inf. Model., 2022

BatteryBERT: A Pretrained Language Model for Battery Database Enhancement.

Shu Huang, Jacqueline M. Cole

J. Chem. Inf. Model., 2022

2021

Bayesian Particle Instance Segmentation for Electron Microscopy Image Quantification.

Batuhan Yildirim, Jacqueline M. Cole

J. Chem. Inf. Model., 2021

ReactionDataExtractor: A Tool for Automated Extraction of Information from Chemical Reaction Schemes.

Damian M. Wilary, Jacqueline M. Cole

J. Chem. Inf. Model., 2021

ChemDataExtractor 2.0: Autopopulated Ontologies for Materials Science.

Juraj Mavracic, Callum J. Court, Taketomo Isazawa, R. Stephen Elliott, Jacqueline M. Cole

J. Chem. Inf. Model., 2021

2020

ImageDataExtractor: A Tool To Extract and Quantify Data from Microscopy Images.

Karim T. Mukaddem, Edward J. Beard, Batuhan Yildirim, Jacqueline M. Cole

J. Chem. Inf. Model., 2020

3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning.

Callum J. Court, Batuhan Yildirim, Apoorv Jain, Jacqueline M. Cole

J. Chem. Inf. Model., 2020

Enumerating Intramolecular Charge Transfer in Conjugated Organic Compounds.

Jacqueline M. Cole

J. Chem. Inf. Model., 2020

ChemSchematicResolver: A Toolkit to Decode 2D Chemical Diagrams with Labels and R-Groups into Annotated Chemical Named Entities.

Edward J. Beard, Jacqueline M. Cole

J. Chem. Inf. Model., 2020

2018

Data-Driven Molecular Engineering of Solar-Powered Windows.

Jacqueline M. Cole

Comput. Sci. Eng., 2018

2016

ChemDataExtractor: A Toolkit for Automated Extraction of Chemical Information from the Scientific Literature.

Matthew C. Swain, Jacqueline M. Cole

J. Chem. Inf. Model., 2016

2011

Systematic Prediction of Dyes for Dye-Sensitized Solar Cells: Data Mining via Molecular Charge-Transfer Algorithms.

Jacqueline M. Cole

Complex Syst., 2011