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of 75
pro vyhledávání: '"Pao Gerald M"'
Autor:
Pao, Gerald M, Smith, Cameron, Park, Joseph, Takahashi, Keichi, Watanakeesuntorn, Wassapon, Natsukawa, Hiroaki, Chalasani, Sreekanth H, Lorimer, Tom, Takano, Ryousei, Rungratsameetaweemana, Nuttida, Sugihara, George
We propose an algorithm grounded in dynamical systems theory that generalizes manifold learning from a global state representation, to a network of local interacting manifolds termed a Generative Manifold Network (GMN). Manifolds are discovered using
Externí odkaz:
http://arxiv.org/abs/2106.10627
Autor:
Takahashi, Keichi, Watanakeesuntorn, Wassapon, Ichikawa, Kohei, Park, Joseph, Takano, Ryousei, Haga, Jason, Sugihara, George, Pao, Gerald M.
Empirical Dynamic Modeling (EDM) is a state-of-the-art non-linear time-series analysis framework. Despite its wide applicability, EDM was not scalable to large datasets due to its expensive computational cost. To overcome this obstacle, researchers h
Externí odkaz:
http://arxiv.org/abs/2105.12301
Data-driven, model-free analytics are natural choices for discovery and forecasting of complex, nonlinear systems. Methods that operate in the system state-space require either an explicit multidimensional state-space, or, one approximated from avail
Externí odkaz:
http://arxiv.org/abs/2103.07281
Autor:
Watanakeesuntorn, Wassapon, Takahashi, Keichi, Ichikawa, Kohei, Park, Joseph, Sugihara, George, Takano, Ryousei, Haga, Jason, Pao, Gerald M.
Empirical Dynamic Modeling (EDM) is a nonlinear time series causal inference framework. The latest implementation of EDM, cppEDM, has only been used for small datasets due to computational cost. With the growth of data collection capabilities, there
Externí odkaz:
http://arxiv.org/abs/2011.11082
Autor:
Bryant Susan V, Hunter Tony, Verma Inder M, Pao Gerald M, Zhu Wei, Putta Srikrishna, Smith Jeramiah J, Gardiner David M, Harkins Timothy T, Voss S Randal
Publikováno v:
BMC Genomics, Vol 10, Iss 1, p 19 (2009)
Abstract Background The basis of genome size variation remains an outstanding question because DNA sequence data are lacking for organisms with large genomes. Sixteen BAC clones from the Mexican axolotl (Ambystoma mexicanum: c-value = 32 × 109 bp) w
Externí odkaz:
https://doaj.org/article/bca96637dedf42c588214cf5c293a84f
Autor:
Bryant Susan V, Hunter Tony, Verma Inder M, Pao Gerald M, Zhu Wei, Beachy Chris K, Walker John A, Page Robert B, Putta Srikrishna, Epp Leonard G, Monaghan James R, Gardiner David M, Harkins Tim T, Voss S Randal
Publikováno v:
BMC Biology, Vol 7, Iss 1, p 1 (2009)
Abstract Background Microarray analysis and 454 cDNA sequencing were used to investigate a centuries-old problem in regenerative biology: the basis of nerve-dependent limb regeneration in salamanders. Innervated (NR) and denervated (DL) forelimbs of
Externí odkaz:
https://doaj.org/article/30e819e7b3ba4c64a1f958a832b1d982
Autor:
Liu, Shijia, Kim, Dong-Il, Oh, Tae Gyu, Pao, Gerald M., Kim, Jong-Hyun, Palmiter, Richard D., Banghart, Matthew R., Lee, Kuo-Fen, Evans, Ronald M., Han, Sung
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2021 Jun 01. 118(23), 1-9.
Externí odkaz:
https://www.jstor.org/stable/27040920
Autor:
Giron-Nava, Alfredo, James, Chase C., Johnson, Andrew F., Dannecker, David, Kolody, Bethany, Lee, Adrienne, Nagarkar, Maitreyi, Pao, Gerald M., Ye, Hao, Johns, David G., Sugihara, George
Publikováno v:
Marine Ecology Progress Series, 2017 May . 572, 269-274.
Externí odkaz:
https://www.jstor.org/stable/26403602
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2000 Feb 01. 97(3), 1020-1025.
Externí odkaz:
https://www.jstor.org/stable/121599
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