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aflow plus plus : A C plus plus framework for autonomous materials design Oses, Corey; Esters, Marco; Hicks, David; Divilov, Simon; Eckert, Hagen; Friedrich, Rico; Mehl, Michael J.; Smolyanyuk, Andriy; Campilongo, Xiomara; van de Walle, Axel; Schroers, Jan; Kusne, A. Gilad; Takeuchi, Ichiro; Zurek, Eva; Nardelli, Marco Buongiorno; Fornari, Marco; Lederer, Yoav; Levy, Ohad; Toher, Cormac; Curtarolo, Stefano 分享 收藏
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Reproducible sorbent materials foundry for carbon capture at scale McDannald, Austin; Joress, Howie; DeCost, Brian; Baumann, Avery E.; Kusne, A. Gilad; Choudhary, Kamal; Yildirim, Taner; Siderius, Daniel W.; Wong-Ng, Winnie; Allen, Andrew J.; Stafford, Christopher M.; Ortiz-Montalvo, Diana L. 分享 收藏
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On-the-fly autonomous control of neutron diffraction via physics-informed Bayesian active learning McDannald, Austin; Frontzek, Matthias; Savici, Andrei T.; Doucet, Mathieu; Rodriguez, Efrain E.; Meuse, Kate; Opsahl-Ong, Jessica; Samarov, Daniel; Takeuchi, Ichiro; Ratcliff, William; Kusne, A. Gilad 分享 收藏
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Autonomous experimentation systems for materials development: A community perspective Stach, Eric; DeCost, Brian; Kusne, A. Gilad; Hattrick-Simpers, Jason; Brown, Keith A.; Reyes, Kristofer G.; Schrier, Joshua; Billinge, Simon; Buonassisi, Tonio; Foster, Ian; Gomes, Carla P.; Gregoire, John M.; Mehta, Apurva; Montoya, Joseph; Olivetti, Elsa; Park, Chiwoo; Rotenberg, Eli; Saikin, Semion K.; Smullin, Sylvia; Stanev, Valentin; Maruyama, Benji 分享 收藏
On-the-fly closed-loop materials discovery via Bayesian active learning 基于贝叶斯主动学习的动态闭环材料发现 Kusne, A. Gilad; Yu, Heshan; Wu, Changming; Zhang, Huairuo; Hattrick-Simpers, Jason; DeCost, Brian; Sarker, Suchismita; Oses, Corey; Toher, Cormac; Curtarolo, Stefano; Davydov, Albert V.; Agarwal, Ritesh; Bendersky, Leonid A.; Li, Mo; Mehta, Apurva; Takeuchi, Ichiro 分享 收藏
The joint automated repository for various integrated simulations (JARVIS) for data-driven materials design 用于数据驱动材料设计的各种集成模拟联合自动化存储库 (JARVIS) Choudhary, Kamal; Garrity, Kevin F.; Reid, Andrew C. E.; DeCost, Brian; Biacchi, Adam J.; Hight Walker, Angela R.; Trautt, Zachary; Hattrick-Simpers, Jason; Kusne, A. Gilad; Centrone, Andrea; Davydov, Albert; Jiang, Jie; Pachter, Ruth; Cheon, Gowoon; Reed, Evan; Agrawal, Ankit; Qian, Xiaofeng; Sharma, Vinit; Zhuang, Houlong; Kalinin, Sergei V.; Sumpter, Bobby G.; Pilania, Ghanshyam; Acar, Pinar; Mandal, Subhasish; Haule, Kristjan; Vanderbilt, David; Rabe, Karin; Tavazza, Francesca 分享 收藏
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Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Diagnosis Sun, Shijing; Hartono, Noor T. P.; Ren, Zekun D.; Oviedo, Felipe; Buscemi, Antonio M.; Layurova, Mariya; Chen, De Xin; Ogunfunmi, Tofunmi; Thapa, Janak; Ramasamy, Savitha; Settens, Charles; DeCost, Brian L.; Kusne, Aaron G.; Liu, Zhe; Tian, Siyu I. P.; Peters, Ian Marius; Correa-Baena, Juan-Pablo; Buonassisi, Tonio 分享 收藏
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks 使用数据增强和深度神经网络对小型x射线衍射数据集进行快速且可解释的分类 Oviedo, Felipe; Ren, Zekun; Sun, Shijing; Settens, Charles; Liu, Zhe; Hartono, Noor Titan Putri; Ramasamy, Savitha; DeCost, Brian L.; Tian, Siyu I. P.; Romano, Giuseppe; Kusne, Aaron Gilad; Buonassisi, Tonio 分享 收藏
Machine-learning guided discovery of a new thermoelectric material Iwasaki, Yuma; Takeuchi, Ichiro; Stanev, Valentin; Kusne, Aaron Gilad; Ishida, Masahiko; Kirihara, Akihiro; Ihara, Kazuki; Sawada, Ryohto; Terashima, Koichi; Someya, Hiroko; Uchida, Ken-ichi; Saitoh, Eiji; Yorozu, Shinichi 分享 收藏
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