Precursor-induced conditional random fields: connecting separate entities by induction for improved clinical named entity recognition. [PDF]
BMC Med Inform Decis Mak, 2019 Lee W, Choi J.
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Semi-Supervised Bidirectional Long Short-Term Memory and Conditional Random Fields Model for Named-Entity Recognition Using Embeddings from Language Models Representations. [PDF]
Entropy (Basel), 2020 Zhang M, Geng G, Chen J.
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In Situ Micromechanical Study of Bimodal γ′–γ″ Precipitate Assemblies in Ni–Cr–Al–Nb Superalloy
Advanced Engineering Materials, EarlyView.A Ni–Cr–Al–Nb superalloy with a bimodal γ′–γ″ precipitate distribution is developed. Composite precipitate assemblies form through heterogeneous nucleation, effectively impeding dislocation motion. Micropillar compression reveals high strength at room and elevated temperatures, governed by precipitate shearing, with coupled faulting mechanisms ...
Ujjval Bansal +4 more
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Graphical Model Selection for Gaussian Conditional Random Fields in the Presence of Latent Variables. [PDF]
J Am Stat Assoc, 2019 Frot B, Jostins L, McVean G.
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Advanced Engineering Materials, EarlyView.Coarse‐grained (left) and atomistic (right) models of the shape memory polymer ESTANE ETE 75DT3 are shown schematically. The two representations bridge molecular detail and mesoscopic description. Both models capture shape memory behavior, linking segmental mobility and conformational relaxation of anisotropic chains to macroscopic recovery, and ...
Fathollah Varnik
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Cluster-level statistical inference in fMRI datasets: The unexpected behavior of random fields in high dimensions. [PDF]
Magn Reson Imaging, 2018 Bansal R, Peterson BS.
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Advanced Engineering Materials, EarlyView.A distinct semi‐confined inner‐tube chemical vapor deposition geometry enables reproducible, large‐area growth of phase‐pure 2D β′‐In2Se3 from InI + Se precursors. Engineering local vapor transport and optimizing precursor delivery and temperature–time conditions yield uniform continuous films.
Dasun P. W. Guruge +8 more
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Expected Number and Height Distribution of Critical Points of Smooth Isotropic Gaussian Random Fields. [PDF]
Bernoulli (Andover), 2018 Cheng D, Schwartzman A.
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Advanced Engineering Materials, EarlyView.Low‐voltage FIB‐SEM tomography combined with a image preprocessing pipeline improves phase contrast and enables reliable machine‐learning segmentation of conductive networks in lithium‐ion battery electrodes. Structural descriptors are extracted from segmented images, done semimanually and automated, and compared.
Lisa Beran +6 more
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