Jacqueline M. Cole

29 papers Journal 29

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Autogenerating a Domain-Specific Question-Answering Data Set from a Thermoelectric Materials Database to Enable High-Performing BERT Models. J. Chem. Inf. Model. Odysseas Sierepeklis, Jacqueline M. Cole
2025	J	`jnl`	Automated Determination of the Molecular Substructure from Nuclear Magnetic Resonance Spectra Using Neural Networks. J. Chem. Inf. Model. Shiyun Liu, Jacqueline M. Cole
2025	J	`jnl`	Automatic Prediction of Molecular Properties Using Substructure Vector Embeddings within a Feature Selection Workflow. J. Chem. Inf. Model. Son Gyo Jung, Guwon Jung, Jacqueline M. Cole
2025	J	`jnl`	Cost-Efficient Domain-Adaptive Pretraining of Language Models for Optoelectronics Applications. J. Chem. Inf. Model. DingYun Huang, Jacqueline M. Cole
2025	J	`jnl`	MechBERT: Language Models for Extracting Chemical and Property Relationships about Mechanical Stress and Strain. J. Chem. Inf. Model. Pankaj Kumar, Saurabh Kabra, Jacqueline M. Cole
2024	J	`jnl`	Artificial intelligence (AI) futures: India-UK collaborations emerging from the 4th Royal Society Yusuf Hamied workshop. Int. J. Inf. Manag. 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
2024	J	`jnl`	Automatic Prediction of Band Gaps of Inorganic Materials Using a Gradient Boosted and Statistical Feature Selection Workflow. J. Chem. Inf. Model. Son Gyo Jung, Guwon Jung, Jacqueline M. Cole
2024	J	`jnl`	Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks. J. Chem. Inf. Model. Son Gyo Jung, Guwon Jung, Jacqueline M. Cole
2024	J	`jnl`	How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting? J. Chem. Inf. Model. Taketomo Isazawa, Jacqueline M. Cole
2024	J	`jnl`	Machine-Learning Prediction of Curie Temperature from Chemical Compositions of Ferromagnetic Materials. J. Chem. Inf. Model. Son Gyo Jung, Guwon Jung, Jacqueline M. Cole
2024	J	`jnl`	Machine-Learning Predictions of Critical Temperatures from Chemical Compositions of Superconductors. J. Chem. Inf. Model. Son Gyo Jung, Guwon Jung, Jacqueline M. Cole
2024	J	`jnl`	Predictive Modeling of High-Entropy Alloys and Amorphous Metallic Alloys Using Machine Learning. J. Chem. Inf. Model. Son Gyo Jung, Guwon Jung, Jacqueline M. Cole
2023	J	`jnl`	OpticalBERT and OpticalTable-SQA: Text- and Table-Based Language Models for the Optical-Materials Domain. J. Chem. Inf. Model. Jiuyang Zhao, Shu Huang, Jacqueline M. Cole
2023	J	`jnl`	ReactionDataExtractor 2.0: A Deep Learning Approach for Data Extraction from Chemical Reaction Schemes. J. Chem. Inf. Model. Damian M. Wilary, Jacqueline M. Cole
2023	J	`jnl`	Snowball 2.0: Generic Material Data Parser for ChemDataExtractor. J. Chem. Inf. Model. Qingyang Dong, Jacqueline M. Cole
2022	J	`jnl`	BatteryBERT: A Pretrained Language Model for Battery Database Enhancement. J. Chem. Inf. Model. Shu Huang, Jacqueline M. Cole
2022	J	`jnl`	PDFDataExtractor: A Tool for Reading Scientific Text and Interpreting Metadata from the Typeset Literature in the Portable Document Format. J. Chem. Inf. Model. Miao Zhu, Jacqueline M. Cole
2022	J	`jnl`	Reconstructing Chromatic-Dispersion Relations and Predicting Refractive Indices Using Text Mining and Machine Learning. J. Chem. Inf. Model. Jiuyang Zhao, Jacqueline M. Cole
2022	J	`jnl`	Single Model for Organic and Inorganic Chemical Named Entity Recognition in ChemDataExtractor. J. Chem. Inf. Model. Taketomo Isazawa, Jacqueline M. Cole
2021	J	`jnl`	Bayesian Particle Instance Segmentation for Electron Microscopy Image Quantification. J. Chem. Inf. Model. Batuhan Yildirim, Jacqueline M. Cole
2021	J	`jnl`	ChemDataExtractor 2.0: Autopopulated Ontologies for Materials Science. J. Chem. Inf. Model. Juraj Mavracic, Callum J. Court, Taketomo Isazawa, R. Stephen Elliott, Jacqueline M. Cole
2021	J	`jnl`	ReactionDataExtractor: A Tool for Automated Extraction of Information from Chemical Reaction Schemes. J. Chem. Inf. Model. Damian M. Wilary, Jacqueline M. Cole
2020	J	`jnl`	3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning. J. Chem. Inf. Model. Callum J. Court, Batuhan Yildirim, Apoorv Jain, Jacqueline M. Cole
2020	J	`jnl`	ChemSchematicResolver: A Toolkit to Decode 2D Chemical Diagrams with Labels and R-Groups into Annotated Chemical Named Entities. J. Chem. Inf. Model. Edward J. Beard, Jacqueline M. Cole
2020	J	`jnl`	Enumerating Intramolecular Charge Transfer in Conjugated Organic Compounds. J. Chem. Inf. Model. Jacqueline M. Cole
2020	J	`jnl`	ImageDataExtractor: A Tool To Extract and Quantify Data from Microscopy Images. J. Chem. Inf. Model. Karim T. Mukaddem, Edward J. Beard, Batuhan Yildirim, Jacqueline M. Cole
2018	J	`jnl`	Data-Driven Molecular Engineering of Solar-Powered Windows. Comput. Sci. Eng. Jacqueline M. Cole
2016	J	`jnl`	ChemDataExtractor: A Toolkit for Automated Extraction of Chemical Information from the Scientific Literature. J. Chem. Inf. Model. Matthew C. Swain, Jacqueline M. Cole
2011	J	`jnl`	Systematic Prediction of Dyes for Dye-Sensitized Solar Cells: Data Mining via Molecular Charge-Transfer Algorithms. Complex Syst. Jacqueline M. Cole