| 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 | 127* | 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 | 108* | 2022 |
| Deep learning on the 2-dimensional Ising model to extract the crossover region with a variational autoencoder N Walker, KM Tam, M Jarrell Scientific reports 10 (1), 13047, 2020 | 38 | 2020 |
| Effect of mitigation measures on the spreading of COVID-19 in hard-hit states in the US KM Tam, N Walker, J Moreno PLoS One 15 (11), e0240877, 2020 | 25 | 2020 |
| Identifying structural changes with unsupervised machine learning methods N Walker, KM Tam, B Novak, M Jarrell Physical Review E 98 (5), 053305, 2018 | 22 | 2018 |
| Projected development of COVID-19 in Louisiana KM Tam, N Walker, J Moreno arXiv preprint arXiv:2004.02859, 2020 | 17 | 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 | 12* | 2023 |
| Influence of state reopening policies in COVID-19 mortality KM Tam, N Walker, J Moreno Scientific Reports 12 (1), 1677, 2022 | 8 | 2022 |
| Neural network solver for small quantum clusters N Walker, S Kellar, Y Zhang, KM Tam, J Moreno Crystals 12 (9), 1269, 2022 | 6 | 2022 |
| Application of the variational autoencoder to detect the critical points of the anisotropic Ising model A Baul, N Walker, J Moreno, KM Tam Physical Review E 107 (4), 045301, 2023 | 5 | 2023 |
| InfoCGAN classification of 2D square Ising configurations N Walker, KM Tam Machine Learning: Science and Technology 2 (2), 025001, 2020 | 5 | 2020 |
| Application of Variational Autoencoder to Detect Critical Points of Anisotropic Classical Model A Baul, N Walker, J Moreno, KM Tam, AB Team, NW Team, JM Team, ... APS March Meeting Abstracts 2022, T47. 011, 2022 | | 2022 |
| Influence of State Reopening Policies in COVID-19 Mortality J Moreno, N Walker, KM Tam APS March Meeting Abstracts 2021, M14. 005, 2021 | | 2021 |
| Deep Learning on the 2-Dimensional Ising Model to Extract the Crossover Region N Walker, KM Tam, M Jarrell Bulletin of the American Physical Society 65, 2020 | | 2020 |
| Identifying Structure Transitions Using Machine Learning Methods N Walker Louisiana State University and Agricultural & Mechanical College, 2020 | | 2020 |
| Interatomic Potential in a Simple Dense Neural Network Representation KM Tam, N Walker, S Kellar, M Jarrell arXiv preprint arXiv:1911.01365, 2019 | | 2019 |
| Supervised learning of phase transitions in classical and quantum systems N Walker, KM Tam, M Jarrell APS March Meeting Abstracts 2019, F18. 010, 2019 | | 2019 |
| Finite Size Scaling of the First Order Transition of Molecular Systems KM Tam, B Novak, N Walker, D Moldovan, M Jarrell APS March Meeting Abstracts 2017, A18. 002, 2017 | | 2017 |
| Ab Initio Calculations of Transport in Titanium and Aluminum Mixtures N Walker, B Novak, KM Tam, D Moldovan, M Jarrell APS March Meeting Abstracts 2017, L11. 009, 2017 | | 2017 |
Ka Ming TamLouisiana State University在 lsu.edu 的电子邮件经过验证
Ka Ming TamLouisiana State University在 lsu.edu 的电子邮件经过验证
Mark JarrellLouisiana State University, Physics and Astronomy and Center for Computation and Technology在 lsu.edu 的电子邮件经过验证