| Unsupervised word embeddings capture latent knowledge from materials science literature V Tshitoyan, J Dagdelen, L Weston, A Dunn, Z Rong, O Kononova, ... Nature 571 (7763), 95-98, 2019 | 1042 | 2019 |
| Atomate: A high-level interface to generate, execute, and analyze computational materials science workflows K Mathew, JH Montoya, A Faghaninia, S Dwarakanath, M Aykol, H Tang, ... Computational Materials Science 139, 140-152, 2017 | 354 | 2017 |
| Named entity recognition and normalization applied to large-scale information extraction from the materials science literature L Weston, V Tshitoyan, J Dagdelen, O Kononova, A Trewartha, ... Journal of chemical information and modeling 59 (9), 3692-3702, 2019 | 281 | 2019 |
| Computational prediction of new auxetic materials J Dagdelen, J Montoya, M De Jong, K Persson Nature communications 8 (1), 323, 2017 | 151 | 2017 |
| Structured information extraction from complex scientific text with fine-tuned large language models A Dunn, J Dagdelen, N Walker, S Lee, AS Rosen, G Ceder, K Persson, ... arXiv preprint arXiv:2212.05238, 2022 | 126 | 2022 |
| Structured information extraction from scientific text with large language models J Dagdelen, A Dunn, S Lee, N Walker, AS Rosen, G Ceder, KA Persson, ... Nature Communications 15 (1), 1418, 2024 | 123 | 2024 |
| Quantifying the advantage of domain-specific pre-training on named entity recognition tasks in materials science A Trewartha, N Walker, H Huo, S Lee, K Cruse, J Dagdelen, A Dunn, ... Patterns 3 (4), 2022 | 122 | 2022 |
| The materials project: Accelerating materials design through theory-driven data and tools A Jain, J Montoya, S Dwaraknath, NER Zimmermann, J Dagdelen, ... Handbook of Materials Modeling: Methods: Theory and Modeling, 1751-1784, 2020 | 65 | 2020 |
| The impact of domain-specific pre-training on named entity recognition tasks in materials science N Walker, A Trewartha, H Huo, S Lee, K Cruse, J Dagdelen, A Dunn, ... Available at SSRN 3950755, 2021 | 28 | 2021 |
| The materials research platform: defining the requirements from user stories M Aykol, JS Hummelshøj, A Anapolsky, K Aoyagi, MZ Bazant, T Bligaard, ... Matter 1 (6), 1433-1438, 2019 | 26 | 2019 |
| COVIDScholar: An automated COVID-19 research aggregation and analysis platform A Trewartha, J Dagdelen, H Huo, K Cruse, Z Wang, T He, A Subramanian, ... arXiv preprint arXiv:2012.03891, 2020 | 21 | 2020 |
| Enumeration as a Tool for Structure Solution: A Materials Genomic Approach to Solving the Cation-Ordered Structure of Na3V2(PO4)2F3 GS Mattei, JM Dagdelen, M Bianchini, AM Ganose, A Jain, E Suard, ... Chemistry of Materials 32 (20), 8981-8992, 2020 | 18 | 2020 |
| Extracting structured seed-mediated gold nanorod growth procedures from scientific text with LLMs N Walker, S Lee, J Dagdelen, K Cruse, S Gleason, A Dunn, G Ceder, ... Digital Discovery 2 (6), 1768-1782, 2023 | 13 | 2023 |
| COVIDScholar: An automated COVID-19 research aggregation and analysis platform J Dagdelen, A Trewartha, H Huo, Y Fei, T He, K Cruse, Z Wang, ... Plos one 18 (2), e0281147, 2023 | 6 | 2023 |
| Extracting structured seed-mediated gold nanorod growth procedures from literature with GPT-3 N Walker, J Dagdelen, K Cruse, S Lee, S Gleason, A Dunn, G Ceder, ... arXiv preprint arXiv:2304.13846, 2023 | 4 | 2023 |
| Online interactive platform for Covid-19 literature visual analytics: platform development study A Moran, S Hampton, S Dowson, J Dagdelen, A Trewartha, G Ceder, ... Journal of medical Internet research 23 (7), e26995, 2021 | 2 | 2021 |
| Data-driven acceleration of materials discovery and design JM Dagdelen UC Berkeley, 2023 | | 2023 |
| Algorithms for materials discovery J Dagdelen, A Dunn Accelerated Materials Discovery: How to Use Artificial Intelligence to Speed …, 2022 | | 2022 |
| Nanocomposite coatings for perovskite solar cells and methods of making the same K Zhu, Z Ma, JM Dagdelen US Patent 10,847,738, 2020 | | 2020 |
| Application of Sol-Gel Method as a Protective Layer on a Specular Reflective Surface for Secondary Reflector in a Solar Receiver S Afrin, J Dagdelen, Z Ma, V Kumar Energy Sustainability 50220, V001T04A003, 2016 | | 2016 |
Kristin Aslaug Persson (nee Einarsdott...Department of Materials Science and Engineering, UC BerkeleyVerified email at berkeley.edu
