Setup
The overall framework adopts the Seq to Seq structure, the encoder and decoder are three-layer CNN and Transpose CNN, respectively, and GroupNorm and LeakyReLU are used uniformly after each convolution.We uniformly use Adam as the optimizer,…
Author: admin
-
Optimization of roof slope, design and wood strength classes in timber Fink type truss
In this section, information regarding the study object will be addressed, namely, a timber truss roof structure, classified by ABNT NBR 868126 as a type 2 building, with accidental loads not exceeding 5 kN/m2.
Geometry
Due to its common geometry…
Continue Reading
-
Vaccination with Acinetobacter baumannii adhesin Abp2D provides protection against catheter-associated urinary tract infection
Ethics statement
All animal experimentation was conducted according to the National Institutes of Health guidelines for the housing and care of laboratory animals. All experiments were performed in accordance with institutional regulations after…
Continue Reading
-
Deep learning model for early acute lymphoblastic leukemia detection using microscopic images
Results were achieved using two distinct optimizers: Adam and Adamax. The analysis on the basis of epochs, training and validation curves, confusion matrix parameters etc. is performed in the results section.
Adam optimizer analysis
The Adam…
Continue Reading
-
Molecular logic gates based on programmable self-assembly of DNA origami triangles for the detection of nucleic acid molecules
Detection of one type of nucleic acid molecules using a YES gate
The programmable detection of nucleic acids using edge-modified triangular DNA origami was demonstrated through structural assembly and logic-gated signal generation. As outlined in…
Continue Reading
-
Manufacturing of high-quality green CSA-supported OPC cement with optimum physical and mechanical properties
Characterizing the used Raw materials
The XRD analysis of the starting raw materials (Fig. 1) indicates the existence of pure crystalline hydrous calcium sulfate (gypsum, CaSO4.2H2O) and hemihydrates calcium sulfate phases (Bassanite,…
Continue Reading
-
Non-variational quantum random access optimization with alternating operator ansatz
In this work, we focus on the MaxCut problem, which is commonly used to evaluate both QAOA and QRAO8,9,24,30. However, QAOA-for-QRAO is easily extendable to a broad range of CO problem. Before introducing QAOA-for-QRAO, we briefly explain MaxCut,…
Continue Reading
-
Efficacy and safety of anlotinib monotherapy for advanced hepatocellular carcinoma and clinical role of α-fetoprotein
Baseline clinical characteristics
Initially, a total of 210 patients with locally advanced or metastatic HCC were included in this study according to the inclusion and exclusion criteria (Table S1). Compared to anlotinib group, patients in…
Continue Reading
-
Molecularly resolved mapping of heterogeneous ice nucleation and crystallization pathways using in-situ cryo-TEM
Heterogeneous ice nucleation and growth
By the in-situ cryo-TEM equipped with high-resolution real-time and real-space imaging (see “Methods”), we investigated the microdynamics of ice I formation from vapor deposition on translucent graphene…
Continue Reading