| How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting? T Isazawa, JM Cole Journal of Chemical Information and Modeling 64 (8), 3205-3212, 2024 | | 2024 |
| Digitizing images of electrical-circuit schematics CR Kelly, JM Cole APL Machine Learning 2 (1), 2024 | | 2024 |
| Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks SG Jung, G Jung, JM Cole Journal of Chemical Information and Modeling 64 (5), 1486-1501, 2024 | 3 | 2024 |
| Automatic Prediction of Band Gaps of Inorganic Materials Using a Gradient Boosted and Statistical Feature Selection Workflow SG Jung, G Jung, JM Cole Journal of Chemical Information and Modeling 64 (4), 1187-1200, 2024 | 1 | 2024 |
| A database of thermally activated delayed fluorescent molecules auto-generated from scientific literature with ChemDataExtractor D Huang, JM Cole Scientific Data 11 (1), 80, 2024 | | 2024 |
| Multi-task scattering-model classification and parameter regression of nanostructures from small-angle scattering data B Yildirim, J Doutch, JM Cole Digital Discovery 3 (4), 694-704, 2024 | | 2024 |
| Gradient boosted and statistical feature selection workflow for materials property predictions SG Jung, G Jung, JM Cole The Journal of Chemical Physics 159 (19), 2023 | 3 | 2023 |
| Artificial intelligence (AI) futures: India-UK collaborations emerging from the 4th Royal Society Yusuf Hamied workshop YK Dwivedi, L Hughes, HKDH Bhadeshia, S Ananiadou, AG Cohn, ... International Journal of Information Management, 102725, 2023 | 7 | 2023 |
| Snowball 2.0: Generic Material Data Parser for ChemDataExtractor Q Dong, JM Cole Journal of Chemical Information and Modeling 63 (22), 7045-7055, 2023 | 2 | 2023 |
| automated Construction of a Photocatalysis Dataset for Water-Splitting applications T Isazawa, JM Cole Scientific Data 10 (1), 651, 2023 | 5 | 2023 |
| ReactionDataExtractor 2.0: A deep learning approach for data extraction from chemical reaction schemes DM Wilary, JM Cole Journal of Chemical Information and Modeling 63 (19), 6053-6067, 2023 | 13 | 2023 |
| OpticalBERT and OpticalTable-SQA: text-and table-based language models for the optical-materials domain J Zhao, S Huang, JM Cole Journal of Chemical Information and Modeling 63 (7), 1961-1981, 2023 | 17 | 2023 |
| In‐Silico Device Performance Prediction of Cosensitizer Dye Pairs for Dye‐Sensitized Solar Cells LR Devereux, Á Vázquez‐Mayagoitia, MG Sternberg, JM Cole Advanced Energy Materials 13 (6), 2203536, 2023 | 3 | 2023 |
| ChemDataWriter: a transformer-based toolkit for auto-generating books that summarise research S Huang, JM Cole Digital Discovery 2 (6), 1710-1720, 2023 | 3 | 2023 |
| Automatic materials characterization from infrared spectra using convolutional neural networks G Jung, SG Jung, JM Cole Chemical Science 14 (13), 3600-3609, 2023 | 20 | 2023 |
| Analyzing Structure–Activity Variations for Mn–Carbonyl Complexes in the Reduction of CO2 to CO J Florian, JM Cole Inorganic Chemistry 62 (1), 318-335, 2022 | 5 | 2022 |
| A thermoelectric materials database auto-generated from the scientific literature using ChemDataExtractor O Sierepeklis, JM Cole Scientific Data 9 (1), 648, 2022 | 27 | 2022 |
| The chemistry of errors JM Cole Nature Chemistry 14 (9), 973-975, 2022 | 6 | 2022 |
| Perovskite-and dye-sensitized solar-cell device databases auto-generated using chemdataextractor EJ Beard, JM Cole Scientific Data 9 (1), 329, 2022 | 30 | 2022 |
| Auto-generating databases of yield strength and grain size using chemdataextractor P Kumar, S Kabra, JM Cole Scientific Data 9 (1), 292, 2022 | 16 | 2022 |
