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John Dagdelen
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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
11002019
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
3842017
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
2992019
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
2002024
Computational prediction of new auxetic materials
J Dagdelen, J Montoya, M De Jong, K Persson
Nature communications 8 (1), 323, 2017
1572017
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
1382022
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
1312022
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
802020
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
362021
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
272023
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
262019
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
182020
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
142023
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
42023
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
22021
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
Opening the Science Gateway: Lessons from the Materials Project Workshop
J Dagdelen, J Montoya, S Dwaraknath, E Sivonxay, M Horton, P Huck, ...
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Artiklar 1–20