Jacqueline M Cole

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 65

Top Topics

Convolutional Neural Network

Machine Learning

Electron Microscopy

Top Venues

Journal of chemical information and modeling

Scientific data

Inorganic chemistry

The journal of physical chemistry. C, Nanomaterials and interfaces

This page only lists publications with an associated author ORCID identifier.

Publications

Taketomo Isazawa, Jacqueline M Cole
How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting? Journal of chemical information and modeling 64 (8) (2024)
Taketomo Isazawa, Jacqueline M Cole
How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting? Journal of chemical information and modeling 64 (8) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks. Journal of chemical information and modeling 64 (5) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks. Journal of chemical information and modeling 64 (5) (2024)
Taketomo Isazawa, Jacqueline M Cole
How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting? Journal of chemical information and modeling (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. Journal of chemical information and modeling 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? Journal of chemical information and modeling 64 (8) (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. Journal of chemical information and modeling 64 (4) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Machine-Learning Prediction of Curie Temperature from Chemical Compositions of Ferromagnetic Materials. Journal of chemical information and modeling 64 (16) (2024)
Taketomo Isazawa, Jacqueline M Cole
How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting? Journal of chemical information and modeling 64 (8) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Machine-Learning Prediction of Curie Temperature from Chemical Compositions of Ferromagnetic Materials. Journal of chemical information and modeling (2024)
Dingyun Huang, Jacqueline M Cole
A database of thermally activated delayed fluorescent molecules auto-generated from scientific literature with ChemDataExtractor. Scientific data 11 (1) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Machine-Learning Predictions of Critical Temperatures from Chemical Compositions of Superconductors. Journal of chemical information and modeling (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. Journal of chemical information and modeling 64 (4) (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. Journal of chemical information and modeling 64 (4) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks. Journal of chemical information and modeling 64 (5) (2024)
Dingyun Huang, Jacqueline M Cole
A database of thermally activated delayed fluorescent molecules auto-generated from scientific literature with ChemDataExtractor. Scientific data 11 (1) (2024)
Taketomo Isazawa, Jacqueline M Cole
How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting? Journal of chemical information and modeling 64 (8) (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. Journal of chemical information and modeling 64 (4) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks. Journal of chemical information and modeling (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Machine-Learning Prediction of Curie Temperature from Chemical Compositions of Ferromagnetic Materials. Journal of chemical information and modeling 64 (16) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks. Journal of chemical information and modeling 64 (5) (2024)
Dingyun Huang, Jacqueline M Cole
A database of thermally activated delayed fluorescent molecules auto-generated from scientific literature with ChemDataExtractor. Scientific data 11 (1) (2024)
Taketomo Isazawa, Jacqueline M Cole
How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting? Journal of chemical information and modeling 64 (8) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Machine-Learning Prediction of Curie Temperature from Chemical Compositions of Ferromagnetic Materials. Journal of chemical information and modeling 64 (16) (2024)
Son Gyo Jung, Guwon Jung, Jacqueline M Cole
Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks. Journal of chemical information and modeling 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. Journal of chemical information and modeling (2024)
Guwon Jung, Son Gyo Jung, Jacqueline M Cole
Automatic materials characterization from infrared spectra using convolutional neural networks. Chemical science 14 (13) (2023)
Jiuyang Zhao, Shu Huang, Jacqueline M Cole
OpticalBERT and OpticalTable-SQA: Text- and Table-Based Language Models for the Optical-Materials Domain. Journal of chemical information and modeling (2023)
Qingyang Dong, Jacqueline M Cole
Snowball 2.0: Generic Material Data Parser for ChemDataExtractor. Journal of chemical information and modeling (2023)
Damian M Wilary, Jacqueline M Cole
ReactionDataExtractor 2.0: A Deep Learning Approach for Data Extraction from Chemical Reaction Schemes. Journal of chemical information and modeling (2023)
Taketomo Isazawa, Jacqueline M Cole
Automated Construction of a Photocatalysis Dataset for Water-Splitting Applications. Scientific data 10 (1) (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. Journal of chemical information and modeling 62 (7) (2022)
Jacqueline M Cole
The chemistry of errors. Nature chemistry 14 (9) (2022)
Jiuyang Zhao, Jacqueline M Cole
A database of refractive indices and dielectric constants auto-generated using ChemDataExtractor. Scientific data 9 (1) (2022)
Jacob Florian, Jacqueline M Cole
Analyzing Structure-Activity Variations for Mn-Carbonyl Complexes in the Reduction of CO 2 to CO. Inorganic chemistry 62 (1) (2022)
Jacob Florian, Jacqueline M Cole
Analyzing Structure-Activity Variations for Mn-Carbonyl Complexes in the Reduction of CO 2 to CO. Inorganic chemistry (2022)
Jiuyang Zhao, Jacqueline M Cole
Reconstructing Chromatic-Dispersion Relations and Predicting Refractive Indices Using Text Mining and Machine Learning. Journal of chemical information and modeling 62 (11) (2022)
Shu Huang, Jacqueline M Cole
BatteryBERT: A Pretrained Language Model for Battery Database Enhancement. Journal of chemical information and modeling (2022)
Jacqueline M Cole, Ulrich F J Mayer
Characterizing Interfacial Structures of Dye-Sensitized Solar Cell Working Electrodes. Langmuir : the ACS journal of surfaces and colloids 38 (3) (2022)
Batuhan Yildirim, Adam L Washington, James Doutch, Jacqueline M Cole
Calculating small-angle scattering intensity functions from electron-microscopy images. RSC advances 12 (26) (2022)
Taketomo Isazawa, Jacqueline M Cole
Single Model for Organic and Inorganic Chemical Named Entity Recognition in ChemDataExtractor. Journal of chemical information and modeling 62 (5) (2022)
Qingyang Dong, Jacqueline M Cole
Auto-generated database of semiconductor band gaps using ChemDataExtractor. Scientific data 9 (1) (2022)
Jacob Florian, Jacqueline M Cole
Analyzing Structure-Activity Variations for Mn-Carbonyl Complexes in the Reduction of CO 2 to CO. Inorganic chemistry 62 (1) (2022)
Jacqueline M Cole, David J Gosztola, Jose de J Velazquez-Garcia
Structural Capture of η 1 -OSO to η 2 -(OS)O Coordination Isomerism in a New Ruthenium-Based SO 2 -Linkage Photoisomer That Exhibits Single-Crystal Optical Actuation. The journal of physical chemistry. C, Nanomaterials and interfaces 126 (13) (2022)
Shu Huang, Jacqueline M Cole
BatteryDataExtractor: battery-aware text-mining software embedded with BERT models. Chemical science 13 (39) (2022)
Jacob Florian, Jacqueline M Cole
Analyzing Structure-Activity Variations for Mn-Carbonyl Complexes in the Reduction of CO 2 to CO. Inorganic chemistry 62 (1) (2022)
Edward J Beard, Jacqueline M Cole
Perovskite- and Dye-Sensitized Solar-Cell Device Databases Auto-generated Using ChemDataExtractor. Scientific data 9 (1) (2022)
Odysseas Sierepeklis, Jacqueline M Cole
A thermoelectric materials database auto-generated from the scientific literature using ChemDataExtractor. Scientific data 9 (1) (2022)
Jacqueline M Cole, David J Gosztola, Jose de J Velazquez-Garcia
Nanooptomechanical Transduction in a Single Crystal with 100% Photoconversion. The journal of physical chemistry. C, Nanomaterials and interfaces 125 (16) (2021)
Juraj Mavračić, Callum J Court, Taketomo Isazawa, Stephen R Elliott, Jacqueline M Cole
ChemDataExtractor 2.0: Autopopulated Ontologies for Materials Science. Journal of chemical information and modeling 61 (9) (2021)
Batuhan Yildirim, Jacqueline M Cole
Bayesian Particle Instance Segmentation for Electron Microscopy Image Quantification. Journal of chemical information and modeling 61 (3) (2021)
Damian M Wilary, Jacqueline M Cole
ReactionDataExtractor: A Tool for Automated Extraction of Information from Chemical Reaction Schemes. Journal of chemical information and modeling 61 (10) (2021)
Jacqueline M Cole, David J Gosztola, Sven O Sylvester
Low-energy optical switching of SO 2 linkage isomerisation in single crystals of a ruthenium-based coordination complex. RSC advances 11 (22) (2021)
Ke Deng, Jacqueline M Cole, Joshaniel F K Cooper, John R P Webster, Richard Haynes, Othman K Al Bahri, Nina-Juliane Steinke, Shaoliang Guan, Liliana Stan, Xiaozhi Zhan, Tao Zhu, Daniel W Nye, Gavin B G Stenning
Electrolyte/Dye/TiO2 Interfacial Structures of Dye-Sensitized Solar Cells Revealed by In Situ Neutron Reflectometry with Contrast Matching. Langmuir : the ACS journal of surfaces and colloids 37 (5) (2021)
Jacqueline M Cole
Enumerating Intramolecular Charge Transfer in Conjugated Organic Compounds. Journal of chemical information and modeling 60 (12) (2020)
Callum J Court, Batuhan Yildirim, Apoorv Jain, Jacqueline M Cole
3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning. Journal of chemical information and modeling 60 (10) (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. Journal of chemical information and modeling 60 (4) (2020)
Shu Huang, Jacqueline M Cole
A database of battery materials auto-generated using ChemDataExtractor. Scientific data 7 (1) (2020)
Jacqueline M Cole
A Design-to-Device Pipeline for Data-Driven Materials Discovery. Accounts of chemical research 53 (3) (2020)
Karim T Mukaddem, Edward J Beard, Batuhan Yildirim, Jacqueline M Cole
ImageDataExtractor: A Tool To Extract and Quantify Data from Microscopy Images. Journal of chemical information and modeling 60 (5) (2019)
Jacqueline M Cole, Giulio Pepe, Othman K Al Bahri, Christopher B Cooper
Cosensitization in Dye-Sensitized Solar Cells. Chemical reviews 119 (12) (2019)
Jacqueline M Cole, Christopher M Ashcroft
Generic Classification Scheme for Second-Order Dipolar Nonlinear Optical Organometallic Complexes That Exhibit Second Harmonic Generation. The journal of physical chemistry. A 123 (3) (2019)
Jacqueline M Cole, Jose de J Velazquez-Garcia, David J Gosztola, SuYin Grass Wang, Yu-Sheng Chen
η2-SO2 Linkage Photoisomer of an Osmium Coordination Complex. Inorganic chemistry 57 (5) (2018)
Jacqueline M Cole, Martin A Blood-Forsythe, Tze-Chia Lin, Philip Pattison, Yun Gong, Álvaro Vázquez-Mayagoitia, Paul G Waddell, Lei Zhang, Nagatoshi Koumura, Shogo Mori
Discovery of S···C≡N Intramolecular Bonding in a Thiophenylcyanoacrylate-Based Dye: Realizing Charge Transfer Pathways and Dye···TiO2 Anchoring Characteristics for Dye-Sensitized Solar Cells. ACS applied materials & interfaces 9 (31) (2017)