K
Kenton McHenry
Researcher at University of Illinois at Urbana–Champaign
Publications - 52
Citations - 622
Kenton McHenry is an academic researcher from University of Illinois at Urbana–Champaign. The author has contributed to research in topics: Cyberinfrastructure & Metadata. The author has an hindex of 11, co-authored 52 publications receiving 489 citations. Previous affiliations of Kenton McHenry include National Center for Supercomputing Applications.
Papers
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Journal ArticleDOI
A quantitative assessment of a terrestrial biosphere model's data needs across North American biomes
Michael Dietze,Shawn P. Serbin,Carl C. Davidson,Ankur R. Desai,Xiaohui Feng,Ryan Kelly,Rob Kooper,David LeBauer,J. Mantooth,Kenton McHenry,Dan Wang +10 more
TL;DR: In this paper, a synthesis of multiple projects, using Bayesian data assimilation techniques to incorporate field data and trait databases across temperate forests, grasslands, agriculture, short rotation forestry, boreal forests, and tundra, is presented.
Journal ArticleDOI
Enabling real-time multi-messenger astrophysics discoveries with deep learning
E. A. Huerta,Gabrielle Allen,Igor Andreoni,Javier M. Antelis,Etienne Bachelet,G. Bruce Berriman,Federica B. Bianco,Rahul Biswas,Matias Carrasco Kind,Kyle Chard,Minsik Cho,Philip S. Cowperthwaite,Zachariah B. Etienne,Maya Fishbach,F. Forster,D. George,Tom Gibbs,Matthew J. Graham,William Gropp,Robert A. Gruendl,Anushri Gupta,Roland Haas,Sarah Habib,Elise Jennings,M. W. G. Johnson,Erik Katsavounidis,Daniel S. Katz,Asad Khan,Volodymyr Kindratenko,William Kramer,Xin Liu,Ashish Mahabal,Zsuzsa Márka,Kenton McHenry,Jonah Miller,Claudia Moreno,Mark Neubauer,Steve Oberlin,A. Olivas,Don Petravick,Adam Rebei,Shawn Rosofsky,Milton Ruiz,Aaron Saxton,Bernard F. Schutz,Alexander G. Schwing,Edward Seidel,Stuart L. Shapiro,Hongyu Shen,Yue Shen,Leo Singer,Brigitta M. Sipocz,Lunan Sun,John Towns,Antonios Tsokaros,Wei Wei,Jack C. Wells,Timothy J. Williams,Jinjun Xiong,Zhizhen Zhao +59 more
TL;DR: The key challenges of real-time observations of gravitational wave sources and their electromagnetic and astroparticle counterparts are reviewed, and a number of recommendations to maximize their potential for scientific discovery are made.
Proceedings ArticleDOI
Finding glass
TL;DR: Visual cues obtained by combining the systematic distortions in background texture occurring at the boundaries of transparent objects with the strong highlights typical of glass surfaces are used to train a hierarchy of classifiers, identify glass edges, and find consistent support regions for these edges.
Journal ArticleDOI
Enabling real-time multi-messenger astrophysics discoveries with deep learning
E. A. Huerta,Gabrielle Allen,Igor Andreoni,Javier M. Antelis,Etienne Bachelet,Bruce Berriman,Federica B. Bianco,Rahul Biswas,Matias Carrasco,Kyle Chard,Minsik Cho,Philip S. Cowperthwaite,Zachariah B. Etienne,Maya Fishbach,F. Forster,Daniel R. George,Tom Gibbs,Matthew J. Graham,William Gropp,Robert A. Gruendl,Anushri Gupta,Roland Haas,Sarah Habib,Elise Jennings,M. W. G. Johnson,Erik Katsavounidis,Daniel S. Katz,Asad Khan,Volodymyr Kindratenko,William Kramer,Xin Liu,Ashish Mahabal,Zsuzsa Márka,Kenton McHenry,Jonah Miller,Claudia Moreno,Mark Neubauer,Steve Oberlin,A. Olivas,Don Petravick,Adam Rebei,Shawn Rosofsky,Milton Ruiz,Aaron Saxton,Bernard F. Schutz,Alexander G. Schwing,Edward Seidel,Stuart L. Shapiro,Hongyu Shen,Yue Shen,Leo Singer,Brigitta Sipőcz,Lunan Sun,John Towns,Antonios Tsokaros,Wei Wei,Jack C. Wells,Timothy J. Williams,Jinjun Xiong,Zhizhen Zhao +59 more
TL;DR: In this article, the authors review the key challenges of real-time observations of gravitational wave sources and their electromagnetic and astroparticle counterparts, and make a number of recommendations to maximize their potential for scientific discovery.
Proceedings ArticleDOI
A Geodesic Active Contour Framework for Finding Glass
Kenton McHenry,Jean Ponce +1 more
TL;DR: This paper combines two complementary measures of affinity between regions made of the same material and discrepancy between regionsmade of different ones into a single objective function, and uses the geodesic active contour framework to minimize this function over pixel labels.