Zobrazeno 1 - 10
of 11
pro vyhledávání: '"Sebastian Ament"'
Autor:
Sebastian Ament, John M. Gregoire, Wenting Zhao, R. Bruce van Dover, Dan Guevarra, Di Chen, Lan Zhou, Yiwei Bai, Carla P. Gomes, Bart Selman
Publikováno v:
Nature Machine Intelligence. 3:812-822
Crystal-structure phase mapping is a core, long-standing challenge in materials science that requires identifying crystal phases, or mixtures thereof, in X-ray diffraction measurements of synthesized materials. Phase mapping algorithms have been deve
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4728d892ac70389db8ef4c1ef0bdd1aa
https://doi.org/10.1038/s42256-021-00384-1
https://doi.org/10.1038/s42256-021-00384-1
Autor:
Sebastian Ament, Carla Gomes
Publikováno v:
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1cfc89acd5d76e8b35d59da9d3ace72d
https://doi.org/10.1109/icassp43922.2022.9747510
https://doi.org/10.1109/icassp43922.2022.9747510
Autor:
Sebastian Ament, Maximilian Amsler, Duncan R. Sutherland, Ming-Chiang Chang, Dan Guevarra, Aine B. Connolly, John M. Gregoire, Michael O. Thompson, Carla P. Gomes, R. Bruce van Dover
Publikováno v:
Science Advances
Description
Artificial intelligence accelerates the search and discovery of new metastable materials for energy applications.
Autonomous experimentation enabled by artificial intelligence offers a new paradigm for accelerating scientific di
Artificial intelligence accelerates the search and discovery of new metastable materials for energy applications.
Autonomous experimentation enabled by artificial intelligence offers a new paradigm for accelerating scientific di
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bec8e1c49c4d087fe3c3240d65670267
https://resolver.caltech.edu/CaltechAUTHORS:20211220-590745000
https://resolver.caltech.edu/CaltechAUTHORS:20211220-590745000
Autor:
Mitsutaro Umehara, John M. Gregoire, Joel A. Haber, Helge S. Stein, Dan Guevarra, Carla P. Gomes, Lan Zhou, Sebastian Ament, David A. Boyd
Publikováno v:
npj Computational Materials, Vol 5, Iss 1, Pp 1-7 (2019)
Automated experimentation has yielded data acquisition rates that supersede human processing capabilities. Artificial Intelligence offers new possibilities for automating data interpretation to generate large, high-quality datasets. Background subtra
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f6ba210d9255e7ac4ea437356c539be
http://link.springer.com/article/10.1038/s41524-019-0213-0
http://link.springer.com/article/10.1038/s41524-019-0213-0
Autor:
Yexiang Xue, John M. Gregoire, R. Bruce van Dover, Shufeng Kong, Richard Bernstein, Santosh K. Suram, Brendan Rappazzo, Sebastian Ament, Junwen Bai, Carla P. Gomes, Johan Bjorck
Publikováno v:
MRS Communications. 9:600-608
We introduce CRYSTAL, a multi-agent AI system for crystal-structure phase mapping. CRYSTAL is the first system that can automatically generate a portfolio of physically meaningful phase diagrams for expert-user exploration and selection. CRYSTAL outp
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bd07222775686a8dca82098d7159a792
https://doi.org/10.1557/mrc.2019.50
https://doi.org/10.1557/mrc.2019.50
Autor:
Carla P. Gomes, Sebastian Ament
Publikováno v:
ICASSP
Sparse recovery and subset selection are fundamental problems in varied communities, including signal processing, statistics and machine learning. Herein, we focus on an important greedy algorithm for these problems: Backward Stepwise Regression. We
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::efba08384ac4bd11d7bbb527c6c5fcfb
Publikováno v:
Artificial Intelligence. 306:103683
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2720c7256e170ad78d34e742e3fe47b7
https://doi.org/10.1016/j.artint.2022.103683
https://doi.org/10.1016/j.artint.2022.103683
Autor:
Duncan R. Sutherland, R. Bruce van Dover, Katie Rose Gann, Sebastian Ament, Aine Boyer Connolly, Ming-Chiang Chang, John M. Gregoire, Carla P. Gomes, Dan Guevarra, Vidit Gupta, Maximilian Amsler, Michael Thompson
Publikováno v:
ACS combinatorial science. 22(12)
Recent advances in high-throughput experimentation for combinatorial studies have accelerated the discovery and analysis of materials across a wide range of compositions and synthesis conditions. However, many of the more powerful characterization me
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8a08f2446b1f09c3c5e66288a2faa41d
https://pubmed.ncbi.nlm.nih.gov/33118818
https://pubmed.ncbi.nlm.nih.gov/33118818
Autor:
Felix-Sebastian Ament
Master's Thesis from the year 2021 in the subject Business economics - General, grade: 2,0, University of Applied Sciences Essen, language: English, abstract: What are the specific personality traits that come together to create a social entrepreneur
Autor:
Michael O'Neil, Sebastian Ament
Publikováno v:
Statistics and Computing. 28:171-185
Stable distributions are an important class of infinitely-divisible probability distributions, of which two special cases are the Cauchy distribution and the normal distribution. Aside from a few special cases, the density function for stable distrib
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cda20cb4a228ab015ffd92fb045ebdf2
https://doi.org/10.1007/s11222-017-9725-y
https://doi.org/10.1007/s11222-017-9725-y