Author

Jacqueline M. Cole

h-index 15 View on Semantic Scholar

We have 2 of 37 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Aug 2026

Autogenerating a Domain-Specific Question-Answering Data Set to Enable High-Performing Language Models for Magnetic Materials

Results demonstrate that domain-specific BERT models only need to be finetuned from vanilla BERT models (i.e. no domain-adaptive pretraining is needed), pending the availability of sufficiently large, high-quality, domain-specific QA data sets that this work shows how to autogenerate.

Charles R. Kelly, Jacqueline M. Cole · Journal of Chemical Informat... · 0 citations

Review Open access Aug 2026

Data-Driven Materials Science for Energy-Sustainable Applications.

The intrinsic challenges of accessing historical dark data in materials science are described and contrasted with timely opportunities for leveraging massive amounts of experimental data from laboratories in going forwards; by exploiting electronic-lab notebooks, high-throughput experiments, and digital-twin technologi...

Jacqueline M. Cole · Advances in Materials · 0 citations