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Extracting Accurate Materials Data from Research Papers with Conversational Language Models and Prompt Engineering
Polak, Maciej P.;
Morgan, Dane
A database of experimentally measured lithium solid electrolyte conductivities evaluated with machine learning
Hargreaves, Cameron J.;
Gaultois, Michael W.;
Daniels, Luke M.;
Watts, Emma J.;
Kurlin, Vitaliy A.;
Moran, Michael;
Dang, Yun;
Morris, Rhun;
Morscher, Alexandra;
Thompson, Kate;
Wright, Matthew A.;
Prasad, Beluvalli-Eshwarappa;
Blanc, Frédéric;
Collins, Chris M.;
Crawford, Catriona A.;
Duff, Benjamin B.;
Evans, Jae;
Gamon, Jacinthe;
Han, Guopeng;
Leube, Bernhard T.;
Niu, Hongjun;
Perez, Arnaud J.;
Robinson, Aris;
Rogan, Oliver;
Sharp, Paul M.;
Shoko, Elvis;
Sonni, Manel;
Thomas, William J.;
Vasylenko, Andrij;
Wang, Lu;
Rosseinsky, Matthew J.;
Dyer, Matthew S.
Prediction of mechanical properties of biomedical magnesium alloys based on ensemble machine learning
Hou, Haobing;
Wang, Jianfeng;
Ye, Li;
Zhu, Shijie;
Wang, Liguo;
Guan, Shaokang
Predictions and uncertainty estimates of reactor pressure vessel steel embrittlement using Machine learning
Jacobs, Ryan;
Yamamoto, Takuya;
Odette, G. Robert;
Morgan, Dane
Critical Assessment of Electronic Structure Descriptors for Predicting Perovskite Catalytic Properties
Jacobs, Ryan;
Liu, Jian;
Abernathy, Harry;
Morgan, Dane
Machine-Learning Assisted Screening Proton Conducting Co/Fe based Oxide for the Air Electrode of Protonic Solid Oxide Cell
Wang, Ning;
Yuan, Baoyin;
Zheng, Fangyuan;
Mo, Shanyun;
Zhang, Xiaohan;
Du, Lei;
Xing, Lixin;
Meng, Ling;
Zhao, Lei;
Aoki, Yoshitaka;
Tang, Chunmei;
Ye, Siyu
Machine Learning Design of Perovskite Catalytic Properties
Jacobs, Ryan;
Liu, Jian;
Abernathy, Harry;
Morgan, Dane
Machine-learning prediction of thermal expansion coefficient for perovskite oxides with experimental validation
McGuinness, Kevin P.;
Oliynyk, Anton O.;
Lee, Sangjoon;
Molero-Sanchez, Beatriz;
Addo, Paul Kwesi
AtomVison: Atomistic STM images of 2D materials with unique chemical compositions and structure
Choudhary, Kamal;
Gurunathan, Ramya;
DeCost, Brian;
Biacchi, Adam