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Data for: Explicit neural network model for FRP-to-concrete interfacial bond strength based on a large database
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In this study, the cloud-points were reported for poly(vinyl stearate) (PVS) in several fluids and mixed fluids consisted of carbon dioxide (CO2), propane, propylene, butane, 1-butene, and dimethyl ether (DME). The cloud-points for the PVS solution are measured using high-pressure apparatus with variable-volume view cell. The measured cloud-point pressures for all systems show a LCST-type phase behavior. The cloud-points for ternary systems consisted of CO2, DME, propylene, 1-butene, and PVS are measured over the range of temperature from 333 K to 453 K and the pressure from 35 MPa to 203 MPa.
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data
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The promyelocytic leukemia (PML) body is a phase-separated nuclear structure physically associated with chromatin, implying its crucial roles in genome functions. However, its role in transcriptional regulation is largely unknown. We developed APEX-mediated chromatin labeling and purification (ALaP) to identify the genomic regions proximal to PML bodies. We found that PML bodies associate with active regulatory regions across the genome and with an ~300 kb of the short arm of the Y chromosome (YS300) in mouse embryonic stem cells. The PML body-association with YS300 is essential for the transcriptional activity of the neighboring Y-linked clustered genes. Mechanistically, PML bodies provide specific nuclear spaces that the de novo DNA methyltransferase DNMT3A cannot access, resulting in the steady maintenance of a hypomethylated state at Y-linked gene promoters. Our study underscores a new mechanism for gene regulation in the 3D-nuclear space and provides insights into the functional properties of nuclear structures for genome function.
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Supplemental material
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A diazirine-containing unnatural amino acid was site-specifically incorporated into IFITM3, an antiviral protein. After photo-irradiation, the interacting proteins were crosslinked with IFITM3, isolated by immunoprecipitation, and identified by quantitative SILAC proteomics.
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Data from a behavioral pilot study including the factors 'distractor number' (0,1,or n), cue-target SOA (0 va 300 ms), and presentation mode (separated vs superimposed streams). Data from an ERP experiment including the factors 'cue-alone vs cue+target', 'hit vs miss', and electrode position.
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In this work we present ZEFR, a GPU accelerated flow solver based around the high-order accurate flux reconstruction (FR) approach. Written in a combination of C++ and CUDA, ZEFR is designed to perform scale resolving simulations within the vicinity of complex geometrical configurations. A unique feature of ZEFR is its support for overset grids; a feature which greatly expands the addressable problem space compared with existing high-order codes. The C++ implementation of FR in a manner which is suitable for modern hardware platforms is described in detail. Additionally, an overview of the input deck used by ZEFR is included. Validation results are presented for a range of steady and unsteady flow problems including Couette flow, the Taylor–Green vortex, and flow around an SD7003 aerofoil. Single node performance on a NVIDIA V100 GPU is analysed where it is shown that all of the kernels in ZEFR attain a high proportion of peak memory bandwidth. Moreover, multi-node performance is also assessed with strong scalability being demonstrated from 60 to 3840 NVIDIA V100 GPUs.
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This folder contains: Ms Excel spreadsheets of the grain areas used in grain size calculations; Table containing fluid inclusion data.
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Modelling and simulation of a Flexible Manufacturing System with AGV transport
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