Jacqueline M Cole

54PUBLICATIONS
19CO-AUTHORS
Elemental semiconductorsDeep learningMicroelectromechanical systems (MEMS)Data structures and algorithmsAnalytical spectrometry
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (54)

|Jun 11, 2026
Band Gap Prediction of Two-Dimensional Materials Using a Gradient-Boosted Feature Selection Approach.

|May 13, 2026
Machine-Learning Predictions of Photoluminescence in Molecules Exhibiting Thermally Activated Delayed Fluorescence with Implicit Experimental Validation.

|Mar 27, 2026
Automatic Generation of a Mechanical Properties Question-Answering Data Set for Language Model Benchmarking: A Comparative Study of BERT, XLNet, and LLaMA Models.

Minglei Zhang, Jacqueline M Cole

|Dec 12, 2025
A dataset of Curie and Néel temperatures auto-generated with ChemDataExtractor and the Snowball algorithm.

Charles R Kelly, Jacqueline M Cole

|Aug 13, 2025
Automated Determination of the Molecular Substructure from Nuclear Magnetic Resonance Spectra Using Neural Networks.

Shiyun Liu, Jacqueline M Cole

|Aug 07, 2025
Autogenerating a Domain-Specific Question-Answering Data Set from a Thermoelectric Materials Database to Enable High-Performing BERT Models.

Odysseas Sierepeklis, Jacqueline M Cole

Pageof 9

Frequent Collaborators

7 joint publications

Son Gyo Jung

5 joint publications

David J Gosztola

3 joint publications

Dingyun Huang

3 joint publications

Batuhan Yildirim