Zobrazeno 1 - 10
of 45
pro vyhledávání: '"DeCost, Brian L."'
Autor:
Sur, Debashish, Holcombe, Emily F., Blades, William H., Anber, Elaf A., Foley, Daniel L., DeCost, Brian L., Liu, Jing, Hattrick-Simpers, Jason, Sieradzki, Karl, Joress, Howie, Scully, John R., Taheri, Mitra L.
Publikováno v:
High Entropy Alloys and Materials, Nov 2023
Compositionally complex alloys hold the promise of simultaneously attaining superior combinations of properties, such as corrosion resistance, light-weighting, and strength. Achieving this goal is a challenge due in part to a large number of possible
Externí odkaz:
http://arxiv.org/abs/2302.07988
Autor:
Maffettone, Phillip M., Allan, Daniel B., Campbell, Stuart I., Carbone, Matthew R., Caswell, Thomas A., DeCost, Brian L., Gavrilov, Dmitri, Hanwell, Marcus D., Joress, Howie, Lynch, Joshua, Ravel, Bruce, Wilkins, Stuart B., Wlodek, Jakub, Olds, Daniel
Multimodal characterization is commonly required for understanding materials. User facilities possess the infrastructure to perform these measurements, albeit in serial over days to months. In this paper, we describe a unified multimodal measurement
Externí odkaz:
http://arxiv.org/abs/2301.09177
Applied machine learning (ML) has rapidly spread throughout the physical sciences; in fact, ML-based data analysis and experimental decision-making has become commonplace. We suggest a shift in the conversation from proving that ML can be used to eva
Externí odkaz:
http://arxiv.org/abs/2112.09764
Autor:
Joress, Howie, DeCost, Brian L., Sarker, Suchismita, Braun, Trevor M., Jilani, Sidra, Smith, Ryan, Ward, Logan, Laws, Kevin J., Mehta, Apurva, Hattrick-Simpers, Jason
Based on a set of machine learning predictions of glass formation in the Ni-Ti-Al system, we have undertaken a high-throughput experimental study of that system. We utilized rapid synthesis followed by high-throughput structural and electrochemical c
Externí odkaz:
http://arxiv.org/abs/1912.09330
Autor:
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 Gilad, Liu, Zhe, Tian, Siyu I. P., Peters, I. Marius, Correa-Baena, Juan-Pablo, Buonassisi, Tonio
Publikováno v:
Joule 3, 2019, 1437-1451
Accelerating the experimental cycle for new materials development is vital for addressing the grand energy challenges of the 21st century. We fabricate and characterize 75 unique halide perovskite-inspired solution-based thin-film materials within a
Externí odkaz:
http://arxiv.org/abs/1812.01025
Autor:
Oviedo, Felipe, Ren, Zekun, Sun, Shijing, Settens, Charlie, Liu, Zhe, Hartono, Noor Titan Putri, Savitha, Ramasamy, DeCost, Brian L., Tian, Siyu I. P., Romano, Giuseppe, Kusne, Aaron Gilad, Buonassisi, Tonio
X-ray diffraction (XRD) data acquisition and analysis is among the most time-consuming steps in the development cycle of novel thin-film materials. We propose a machine-learning-enabled approach to predict crystallographic dimensionality and space gr
Externí odkaz:
http://arxiv.org/abs/1811.08425
We apply a deep convolutional neural network segmentation model to enable novel automated microstructure segmentation applications for complex microstructures typically evaluated manually and subjectively. We explore two microstructure segmentation t
Externí odkaz:
http://arxiv.org/abs/1805.08693
We introduce a microstructure informatics dataset focusing on complex, hierarchical structures found in a single Ultrahigh carbon steel under a range of heat treatments. Applying image representations from contemporary computer vision research to the
Externí odkaz:
http://arxiv.org/abs/1702.01117
Autor:
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
Publikováno v:
In Joule 19 June 2019 3(6):1437-1451
Autor:
Sur, Debashish, Holcombe, Emily F., Blades, William H., Anber, Elaf A., Foley, Daniel L., DeCost, Brian L., Liu, Jing, Hattrick-Simpers, Jason, Sieradzki, Karl, Joress, Howie, Scully, John R., Taheri, Mitra L.
Compositionally complex alloys hold the promise of simultaneously attaining superior combinations of properties such as corrosion resistance, light-weighting, and strength. Achieving this goal is a challenge due in part to a large number of possible
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b03e28ed428f2a5fb5aa5ec9c84281bc