Exact Gaussian processes for massive datasets via non-stationary sparsity-discovering kernels
Noack, Marcus M, Krishnan, Harinarayan, Risser, Mark D, Reyes, Kristofer G
Published in Scientific reports (13.03.2023)
Published in Scientific reports (13.03.2023)
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Journal Article
A substitutional quantum defect in WS2 discovered by high-throughput computational screening and fabricated by site-selective STM manipulation
Thomas, John C., Chen, Wei, Xiong, Yihuang, Barker, Bradford A., Zhou, Junze, Chen, Weiru, Rossi, Antonio, Kelly, Nolan, Yu, Zhuohang, Zhou, Da, Kumari, Shalini, Barnard, Edward S., Robinson, Joshua A., Terrones, Mauricio, Schwartzberg, Adam, Ogletree, D. Frank, Rotenberg, Eli, Noack, Marcus M., Griffin, Sinéad, Raja, Archana, Strubbe, David A., Rignanese, Gian-Marco, Weber-Bargioni, Alexander, Hautier, Geoffroy
Published in Nature communications (26.04.2024)
Published in Nature communications (26.04.2024)
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Journal Article
Autonomous scanning probe microscopy investigations over WS2 and Au{111}
Thomas, John C., Rossi, Antonio, Smalley, Darian, Francaviglia, Luca, Yu, Zhuohang, Zhang, Tianyi, Kumari, Shalini, Robinson, Joshua A., Terrones, Mauricio, Ishigami, Masahiro, Rotenberg, Eli, Barnard, Edward S., Raja, Archana, Wong, Ed, Ogletree, D. Frank, Noack, Marcus M., Weber-Bargioni, Alexander
Published in npj computational materials (02.05.2022)
Published in npj computational materials (02.05.2022)
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Journal Article
K-means-driven Gaussian Process data collection for angle-resolved photoemission spectroscopy
Melton, Charles N, Noack, Marcus M, Ohta, Taisuke, Beechem, Thomas E, Robinson, Jeremy, Zhang, Xiaotian, Bostwick, Aaron, Jozwiak, Chris, Koch, Roland J, Zwart, Petrus H, Hexemer, Alexander, Rotenberg, Eli
Published in Machine learning: science and technology (01.12.2020)
Published in Machine learning: science and technology (01.12.2020)
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Journal Article
Machine-learning for designing nanoarchitectured materials by dealloying
Zhao, Chonghang, Chung, Cheng-Chu, Jiang, Siying, Noack, Marcus M., Chen, Jiun-Han, Manandhar, Kedar, Lynch, Joshua, Zhong, Hui, Zhu, Wei, Maffettone, Phillip, Olds, Daniel, Fukuto, Masafumi, Takeuchi, Ichiro, Ghose, Sanjit, Caswell, Thomas, Yager, Kevin G., Chen-Wiegart, Yu-chen Karen
Published in Communications materials (09.11.2022)
Published in Communications materials (09.11.2022)
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Journal Article
Autonomous x-ray scattering
Yager, Kevin G, Majewski, Pawel W, Noack, Marcus M, Fukuto, Masafumi
Published in Nanotechnology (22.05.2023)
Published in Nanotechnology (22.05.2023)
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Journal Article
Autonomous materials discovery driven by Gaussian process regression with inhomogeneous measurement noise and anisotropic kernels
Noack, Marcus M, Doerk, Gregory S, Li, Ruipeng, Streit, Jason K, Vaia, Richard A, Yager, Kevin G, Fukuto, Masafumi
Published in Scientific reports (19.10.2020)
Published in Scientific reports (19.10.2020)
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Journal Article
Advances in Kriging-Based Autonomous X-Ray Scattering Experiments
Noack, Marcus M, Doerk, Gregory S, Li, Ruipeng, Fukuto, Masafumi, Yager, Kevin G
Published in Scientific reports (28.01.2020)
Published in Scientific reports (28.01.2020)
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Journal Article
Autonomous discovery of emergent morphologies in directed self-assembly of block copolymer blends
Doerk, Gregory S, Stein, Aaron, Bae, Suwon, Noack, Marcus M, Fukuto, Masafumi, Yager, Kevin G
Published in Science advances (13.01.2023)
Published in Science advances (13.01.2023)
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Journal Article
Hybrid genetic deflated Newton method for global optimisation
Noack, Marcus M., Funke, Simon W.
Published in Journal of computational and applied mathematics (01.12.2017)
Published in Journal of computational and applied mathematics (01.12.2017)
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Journal Article
A Kriging-Based Approach to Autonomous Experimentation with Applications to X-Ray Scattering
Noack, Marcus M., Yager, Kevin G., Fukuto, Masafumi, Doerk, Gregory S., Li, Ruipeng, Sethian, James A.
Published in Scientific reports (14.08.2019)
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Published in Scientific reports (14.08.2019)
Journal Article
A substitutional quantum defect in WS 2 discovered by high-throughput computational screening and fabricated by site-selective STM manipulation
Thomas, John C, Chen, Wei, Xiong, Yihuang, Barker, Bradford A, Zhou, Junze, Chen, Weiru, Rossi, Antonio, Kelly, Nolan, Yu, Zhuohang, Zhou, Da, Kumari, Shalini, Barnard, Edward S, Robinson, Joshua A, Terrones, Mauricio, Schwartzberg, Adam, Ogletree, D Frank, Rotenberg, Eli, Noack, Marcus M, Griffin, Sinéad, Raja, Archana, Strubbe, David A, Rignanese, Gian-Marco, Weber-Bargioni, Alexander, Hautier, Geoffroy
Published in Nature communications (26.04.2024)
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Published in Nature communications (26.04.2024)
Journal Article
A Unifying Perspective on Non-Stationary Kernels for Deeper Gaussian Processes
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