cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gpyt7g7tyh.1
title: MODELO FUZZY TOPSIS PARA PRIORIZAÇÃO DOS REQUISITOS DE UM NOVO SOFTWARE DE DECISÃO MULTICRITÉRIO

description: Modelo desenvolvido em MS Excel para o artigo APLICAÇÃO DO MÉTODO FUZZY TOPSIS PARA PRIORIZAÇÃO DOS REQUISITOS DE UM NOVO SOFTWARE DE DECISÃO MULTICRITÉRIO (SEAMEAD 2022)
DOI: 10.17632/tjsmsk244z.1
title: PGI Data 

description: PGI Scales data set for article submission
DOI: 10.17632/84gck7pypg.1
title: Abortive Transcription Gel for Sven paper

description: Abortive transcription assays of Streptomyces venezuelae RNAP holoenzyme with transcription factors WhiA, WhiB, and RbpA on the sepX promoter.  Samples is a triplication experiment with holoenzyme without transcription factors WhiA and WhiB, holoenzyme with only WhiA, holoenzyme with only WhiB, or holoenzyme with both transcription factors,  WhiA and WhiB. Data analyzed with ImageJ.
DOI: 10.17632/84gck7pypg.2
title: Structural basis of dual activation of developmental cell division by the actinobacterial transcription factors WhiA and WhiB

description: Abortive transcription assays of Streptomyces venezuelae RNAP holoenzyme with transcription factors WhiA, WhiB, and RbpA on the sepX promoter.  Samples is a triplication experiment with holoenzyme without transcription factors WhiA and WhiB, holoenzyme with only WhiA, holoenzyme with only WhiB, or holoenzyme with both transcription factors,  WhiA and WhiB. Data analyzed with ImageJ.
DOI: 10.17632/rnvb47fp4t.1
title: Battery dagradation dataset (ternary lithium batteries and the LiFePO4 batteries under single and mixed drive cycle test)

description: Dataset for "Deep Convolutional Neural Network based Close-Loop SOC Estimation for Lithium-Ion Batteries in Hierarchical Scenarios", the detailed information can be found in the article.
DOI: 10.17632/rnvb47fp4t.2
title: Battery dagradation dataset (ternary lithium batteries and the LiFePO4 batteries under single and mixed drive cycle test)

description: Dataset for "Deep convolutional neural network based closed-loop SOC estimation for lithium-ion batteries in hierarchical scenarios", the detailed information can be found in the article.
DOI: 10.17632/7r9thv76z7.1
title: Effect of wall thermal conductivity on the dimensionless Nusselt number of microchannel steam reforming reactors with oxidation catalyst segments

description: The effect of wall thermal conductivity on the dimensionless Nusselt number is illustrated for microchannel steam reforming reactors with oxidation catalyst segments. In fluid dynamics, the Nusselt number is the ratio of convective to conductive heat transfer at a boundary in a fluid. Convection includes both advection and diffusion. The conductive component is measured under the same conditions as the convective but for a hypothetically motionless fluid. It is a dimensionless number. In each oxidation channel, the catalyst layer is reduced by half in amount. More specifically, the catalyst segments have a uniform distribution of length, and the spacing between catalyst segments is equal to their length. Accordingly, the catalyst segments are spaced apart from each other with a distance of one millimeter, and the catalyst segments are one millimeter in length. The extent of catalyst segmentation is balanced so as to reduce the likelihood of mechanical failure. Consequently, catalyst segmentation does not have a significant impact on the mechanical integrity. To facilitate computational modeling of transport phenomena and chemical kinetics in the flowing system of complex chemical reactions involving gas-phase and surface species, steady-state analyses are performed and computational fluid dynamics is used. ANSYS FLUENT is applied to the problem involving surface chemistry. ANSYS FLUENT handles thermodynamic properties, transport properties, gas-phase equation-of-state, and chemical kinetics. Two types of species are defined: gas-phase and surface. The sum of the site fractions of the species on the sites is unity. The Reynolds numbers are very small so that the gases flow through the channels in a laminar flow regime. The heat release and consumption due to a surface reaction must be included in the model. Endothermicity or exothermicity of surface reactions contribute to the energy balance at an interface. Heat fluxes in the solid phase are balanced by heat release at the surface. For the sake of simplicity, it is assumed that substantially all the pores have a similar diameter. The endothermic process is modeled in such a way as to take into account methanol steam reforming and decomposition and the water-gas shift reaction. To obtain the solution of the problem, numerical simulations are performed using computational fluid dynamics. The problem is solved using structured meshes. The mesh is refined in the computational domains of the catalytically active layers. A mesh independence study is carried out. The solution is independent of the mesh resolution. Boundary conditions are specified and physical properties are defined for the fluids, solids, and mixtures.
Contributor: Junjie Chen, E-mail address: koncjj@gmail.com, ORCID: 0000-0002-5022-6863, Department of Energy and Power Engineering, School of Mechanical and Power Engineering, Henan Polytechnic University, 2000 Century Avenue, Jiaozuo, Henan, 454000, P.R. China
DOI: 10.17632/sbdk9xmmp2.1
title: Replication Files for: "MPCs in an Emerging Economy: Evidence from Peru"

description: Replication files for: "MPCs in an Emerging Economy: Evidence from Peru"
DOI: 10.17632/rsrkwvtp22.1
title: LINF_330015600

description: 2,4-dienoyl-CoA reductase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/9wr3hsvvwt.1
title: LINF_330015500

description: beta tubulin.
Leishmania infantum (strain JPCM5)
DOI: 10.17632/bpnjfxrrmt.1
title: Contour plots of temperature and enthalpy in integrated reactors with thermally conductive walls for conducting exothermic and endothermic reactions

description: The contour plots of temperature and enthalpy are obtained for integrated reactors with thermally conductive walls for conducting exothermic and endothermic reactions. The reforming process proceeds in one set of the channels through which the endothermic reactants flow, and the exothermic oxidation process proceeds in the second set of the channels. Exothermic and endothermic reactions take place simultaneously whereby the heat required for the latter is supplied by the former. Heat transfer occurs via conduction through the walls of the reactor. For the endothermic reaction, the structure is especially effective because both the internal surfaces of the walls are coated with structured catalysts, which is capable of providing more efficient heat exchange and minimizing the problem of loss of catalytic activity. The ratio of the height of the channels to the width of the channels may vary. The cross-sectional configuration of the channels is square. The channels are 0.7 millimeters in height and in width and 30.0 millimeters in length. Channel height refers to the inside height of a channel. To ensure the mechanical strength at elevated pressures, the thickness of the uncoated walls and the catalyst layers is 0.7 millimeters and 0.1 millimeters, respectively. The oxidation catalyst consists essentially of oxides of copper, zinc and aluminum. The oxidation catalyst allows for initial start-up and the heat-up of the reactor system. The reforming catalyst consists essentially of copper and oxides of zinc and aluminum. The exothermic and endothermic processes are conducted at a pressure of 0.8 megapascals, with a methanol-air equivalence ratio of 0.8 and a steam-to-methanol molar ratio of 1.17. The inlet temperature of the mixtures is 373 degrees Kelvin. The temperature of the reactor can be regulated by the balance of the flow rates so that the catalyst is not overheated by the exothermic process and thus damaged. To assure that adequate temperatures are provided for endothermic reforming, operating flow conditions are specified for the reactor by giving the gas velocity. The gas velocity is 2.0 meters per second at the reforming channel inlets and 0.6 meters per second at the oxidation channel inlets, thereby assuring sufficient heat in the reactor to carry out endothermic reforming of methanol. The boundary conditions relate macroscopic fluid flow at a catalytically active surface to the rates of surface reactions. Heterogeneous reactions at a catalytically active surface affect the heat and mass balance at the surface.
Contributor: Junjie Chen, E-mail address: koncjj@gmail.com, ORCID: 0000-0002-5022-6863, Department of Energy and Power Engineering, School of Mechanical and Power Engineering, Henan Polytechnic University, 2000 Century Avenue, Jiaozuo, Henan, 454000, P.R. China
DOI: 10.17632/yshrb8pzvp.1
title: Data from VAST programme (Grant agreement No 101004949, Project code 17132)

description: Qualitative and quantitative data from VAST programme (Grant agreement No 101004949, Project code 17132)
DOI: 10.17632/yshrb8pzvp.2
title: Data from VAST programme (Grant agreement No 101004949, Project code 17132)

description: Qualitative and quantitative data from VAST programme (Grant agreement No 101004949)
DOI: 10.17632/yfrwkdpgsc.1
title: By a whisker: the sensory role of vibrissae in hovering-flight in nectarivorous bats

description: Data folder S5. Scripts and input spreadsheets. A folder containing four subfolders with the following supporting information: MATLAB scripts and input spreadsheets; R scripts and input spreadsheets; Xmalab landmarks tracking files for all flights; skull photo used for measurements. In all data file and event names we used the following nomenclature: YYYYMMDD_bat#_flight#_treatment.
DOI: 10.17632/yfrwkdpgsc.2
title: By a whisker: the sensory role of vibrissae in hovering-flight in nectarivorous bats

description: Data folder S5. Scripts and input spreadsheets. A folder containing four subfolders with the following supporting information: MATLAB scripts and input spreadsheets; R scripts and input spreadsheets; Xmalab landmarks tracking files for all flights; skull photo used for measurements. In all data file and event names we used the following nomenclature: YYYYMMDD_bat#_flight#_treatment.
DOI: 10.17632/nkn4skdbgr.1
title: Assessment of the state of the athlete's molecular profile after short-term exercise

description: Comprehensive analysis of indicators of the state of the body between training and recovery allows you to comprehensively evaluate various aspects of health, athletic performance and recovery. In this work, an assessment of the metabolomic profile of athletes was carried out, the immunological reaction of the athlete's body to food before exercise and 48 hours after exercise was studied. As a result, 15 amino acids and three hormones were identified, the plasma levels of which differed between training and recovery states. Additionally, an assessment of immunological reactions, or hyperreactivity, to food allergens was carried out by enzyme immunoassay. Probably, for athletes in the study sample, 48 hours is not enough for a complete recovery of the body.
DOI: 10.17632/8zmbhd9zbn.1
title: AWARENESS AND OPINION OF  PRIMARY TEACHERS TOWARDS INCLUSION

description: India has signed and ratified “United Nations Convention on Rehabilitation of Persons with Disabilities (UNCRPD)” in the very year 2008 when United Nations opened it for signing. UNCRPD makes it mandatory for all nations to implement inclusive education at all levels and in all institutions. Hence, it is compulsory for our country, India, to implement inclusive education throughout the country, at all levels and in all institutions. In-fact, Government of India claims at all national and international forums that it has implemented inclusive education at all levels in all institutions since 2009. However, our observations and experiences in the field infer that inclusion is still a far-fetched dream in our country at any level. To verify/refute our claim of non-implementation of inclusive education at primary level, we conducted small research among teachers of Government primary schools in Bareilly district of Uttar Pradesh. We targeted to assess awareness and opinion of these teachers towards inclusive education by employing descriptive survey method of research. The results obtained and inferences drawn during our research endeavour suggest that a lot of work is required to effectively implement inclusive education in our primary schools.
DOI: 10.17632/c6mmnwcjfy.1
title: Methanol mole fraction data pertaining to the effect of porosity on the steam-methanol reforming process in microchannel reactors

description: The methanol mole fraction data are obtained for illustrating the effect of porosity on the steam-methanol reforming process in microchannel reactors. Porosity or void fraction is a measure of the void spaces in a material, and is a fraction of the volume of voids over the total volume. In gas-liquid two-phase flow, the void fraction is defined as the fraction of the flow-channel volume that is occupied by the gas phase or, alternatively, as the fraction of the cross-sectional area of the channel that is occupied by the gas phase. The autothermal reactor is configured for simultaneous oxidation and steam reformation of methanol. Water steam is converted into hydrogen-rich gas using methanol in an endothermic reaction on a catalyst. The energy which is released during catalytic oxidation is necessary for the endothermic steam reformation taking place simultaneously. Methanol is combusted catalytically with air, and the heat released is used to heat the reactor. There is even less need for mass and volume storage capacity, since the same alcohol fuel is used for the endothermic and exothermic processes. An array of channels operating in parallel is used, and the inside of the channels is coated. All channels are of the same cross-section and length. Additionally, there are equal numbers of oxidation and reforming channels, which are arranged in an alternating pattern. The wall of each channel is composed of a substrate coated with a catalyst. The substrate is preferably metal, and most preferably stainless-steel sheet. To facilitate computational modeling of transport phenomena and chemical kinetics in the flowing system of complex chemical reactions involving gas-phase and surface species, steady-state analyses are performed and computational fluid dynamics is used. ANSYS FLUENT handles thermodynamic properties, transport properties, and chemical kinetics. The contribution of homogeneous chemical reactions involving gas-phase species is insignificant under the conditions of interest. The boundary conditions relate macroscopic fluid flow at a catalytically active surface to the rates of surface reactions. Heterogeneous reactions at a catalytically active surface affect the heat and mass balance at the surface. In addition, surface reactions create sources and sinks of chemical species on the surface and in the gas phase. Consequently, chemical reactions involving surface species significantly influence the boundary conditions. The mass fluxes of gas-phase species at the phase boundaries are balanced by the production rates of gas-phase species by surface reactions.
Contributor: Junjie Chen, E-mail address: koncjj@gmail.com, ORCID: 0000-0002-5022-6863, Department of Energy and Power Engineering, School of Mechanical and Power Engineering, Henan Polytechnic University, 2000 Century Avenue, Jiaozuo, Henan, 454000, P.R. China
DOI: 10.17632/h659rky35w.1
title: Pre-trained StyleGAN2-ADA pytorch Rice Leaf Disease

description: This is a pre-trained StyleGAN2-ADA network file stored as "rice_leaf_disease.pkl" that has already learned to generate synthetic images of four various rice leaf diseases namely; Bacterial blight, Tungro, Brown Spot and Rice Blast. The network was originally trained with 5,932 images. It can be used as a starting point to learn a new similar task or generate synthetic images. Using this pre-trained network with transfer learning will typically be much faster and easier than training a network from scratch. Pytorch
DOI: 10.17632/tx8cbf2577.1
title: Catalytic oxidation process data pertaining to microchannel steam reforming reactors under different porosity conditions

description: The catalytic oxidation process data are obtained for microchannel steam reforming reactors under different porosity conditions. The reforming process proceeds in one set of the channels through which the endothermic reactants flow, and the exothermic oxidation process proceeds in the second set of the channels. Exothermic and endothermic reactions take place simultaneously whereby the heat required for the latter is supplied by the former. Heat transfer occurs via conduction through the walls of the reactor. For the endothermic reaction, the structure is especially effective because both the internal surfaces of the walls are coated with structured catalysts, which is capable of providing more efficient heat exchange. Only two half oxidation and reforming channels as well as the surrounding walls are modeled due to the symmetry of the structurally integral system. The ratio of the height of the channels to the width of the channels may vary. The cross-sectional configuration of the channels is square. The channels are 0.7 millimeters in height and in width and 30.0 millimeters in length. Channel height refers to the inside height of a channel. The oxidation catalyst consists essentially of oxides of copper, zinc and aluminum. The oxidation catalyst allows for initial start-up and the heat-up of the reactor system. The reforming catalyst consists essentially of copper and oxides of zinc and aluminum. These catalysts are selected for the particular reaction taking place in the adjacent reaction zone. The temperature of the reactor can be regulated by the balance of the flow rates so that the catalyst is not overheated by the exothermic process and thus damaged. To assure that adequate temperatures are provided for endothermic reforming, operating flow conditions are specified for the reactor by giving the gas velocity. The gas velocity is 2.0 meters per second at the reforming channel inlets and 0.6 meters per second at the oxidation channel inlets, thereby assuring sufficient heat in the reactor. The reactor system is operated using excess air and water steam. Methanol and air are mixed homogeneously and the mixture is fed directly into the oxidation channels in a specific ratio. To facilitate computational modeling of transport phenomena and chemical kinetics in the flowing system of complex chemical reactions, steady-state analyses are performed and fluid mechanics is used. The Reynolds numbers are very small so that the gases flow through the channels in a laminar flow regime. The endothermic process is modeled in such a way as to take into account methanol steam reforming and decomposition and the water-gas shift reaction.
Contributor: Junjie Chen, E-mail address: koncjj@gmail.com, ORCID: 0000-0002-5022-6863, Department of Energy and Power Engineering, School of Mechanical and Power Engineering, Henan Polytechnic University, 2000 Century Avenue, Jiaozuo, Henan, 454000, P.R. China
DOI: 10.17632/fzy3prfm6y.1
title: Potential Biomarkers for Alleviation of Streptococcus pneumoniae Pneumonia by QingFei Yin

description: 1. MX—S. pn group, JK—healthy group, TQ—ceftriaxone group, (QFY,QF)—QingFei Yin group

2. The file,  MX,QF     show the data that we extracted, VIP > 1 , p value ≤ 0.01   in red and p value ≤ 0.05 in yellow. and total number of the compounds. The last row of the file use formula =TTEST.

3. Data from the software SIMCA named 2022SLP-N03 and 2022SLP-P03 represent the negative and positive ion data.

4. The TIC data performed by Prism software.

5. R2X and Q2 in image named N-R2X and P-R2X.

6. The pathways names in this paper named MX, JK name_map MX, QF name_map and MX,TQ name_map
DOI: 10.17632/3zsczzbcyd.1
title: Thermographic evaluation data

description: This data refers to a study investigating thermal recovering of Thoroubred racehorses. 
The use of thermography in field conditions require to stablish environmental control, which is not easy to perform. In the present study, we wanted to revisit information on how much time should we wait to do a thermographic examination after a horse had exercised. A previous study, produced by Simon et al. (2006) affirmed that exercise did not influenced thermography after 45 minutes of exercising. The guidelines of the American Association of Thermology (2022) says that the examiner should wait at least two hours, but this information is still not clear. Experiencing field conditions raises the doubt if this information would be valid for different climate conditions, type of exercise and even horses’ breed and discipline. Then, specifically to the racehorse, the present study tested the hypothesis that, after exercising, superficial body temperature could be higher than initially even after 2 hours. At the end, the study evidenced that even after 3 hours, superficial body temperature, investigated by thermographic examination of different limb regions, was higher than initially, independent of climate. In this study, few control horses were maintained inside their barns throughout the experiment period and their body temperature was compared with exercised horses.