cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/dtdkxvcsc9.1
title: mdapy: A flexible and efficient analysis software for molecular dynamics simulations

description: The mdapy is a library for pre- and postprocessing molecular dynamics simulation data. Benefitting from the just-in-time compile technology of TaiChi mdapy can be written in pure Python while possessing similar speed to those written in C++. mdapy is designed with highly paralleled and makes full advantages of modern computer resources on both multicore CPU and GPU architecture. The package implements a fast module to find the neighbors of particles in both free and periodic boundaries, based on which it offers a wide variety of methods to analyze atomic environments, such as standard centrosymmetry parameters, radial distribution function and newer methods, such as atomic entropy fingerprint. In addition, mdapy can be used to create the geometric structure of polycrystals with metallic or graphene grain boundaries by Voronoi diagram. mdapy can directly read the DUMP and DATA format defined in LAMMPS code, and, in practice, it accepts any other format by converting it into NumPy ndarray format. This design philosophy enables seamless integration with abundant scientific ecosystems in the Python community and easy cooperation with other analysis codes like OVITO or freud.
DOI: 10.17632/3b2bysrcxm.1
title: PaScaL_TCS: A versatile solver for large-scale turbulent convective heat transfer problems with temperature-dependent fluid properties

description: PaScaL_TCS is an efficient and scalable solver for large-scale direct numerical simulations of natural convective flow that considers temperature-dependent fluid properties. For increased scalability on a massive-scale distributed memory system, the solver decomposes the computational domain into a cubic sub-domain. The numerical procedure is based on the monolithic projection method with staggered time discretization [1], which is an implicit and non-iterative solver for wall-bounded domains. The PaScaL_TDMA library is used to solve batched tridiagonal systems, which are partitioned according to domain decomposition. For parallel fast Fourier transform in a Fourier Poisson solver for pressure, two transpose schemes with different communicator sizes are proposed and compared according to the number of cores. An explicit intermediate aggregation scheme for MPI-IO is suggested to reduce the number of processes that simultaneously take part in parallel IO. The overall implementation was evaluated using the Nurion cluster system of the Korea Institute of Science and Technology Information with detailed performance profiling. With the efficient communication, the results showed good strong and weak scalability up to 131,072 cores. The file IO performance improved with the suggested MPI-IO scheme using explicit aggregation, especially when many processes are involved in parallel IO. The solver was verified by conducting large-scale differentially heated vertical convection flow simulations under the Oberbeck–Boussinesq (OB) approximation. The capability of the solver to capture and quantitatively describe the non-OB effect was demonstrated via glycerol Rayleigh–Bénard convection flow simulations.
DOI: 10.17632/mc3vj77jfn.2
title: New features of the TFmix code: Thermodynamic properties of electrons in mixtures

description: In this paper we briefly review the finite-temperature Thomas-Fermi model for a mixture of elements and describe a number of modifications made for the new version (1.5) of the code. The model is intended for the calculation of thermodynamic properties of electrons in a mixture of elements. The modifications include density besides volume as an input parameter, switching off the calculation of thermal energy using the integration of heat capacity, more thermodynamic functions in the output including cold parts of thermodynamic functions and Grüneizen parameter, the possibility to plot both isotherms and isochores in the graphical user interface and a lot of minor corrections.
DOI: 10.17632/mc3vj77jfn.1
title: TFmix: A high-precision implementation of the finite-temperature Thomas–Fermi model for a mixture of atoms

description: In this work we present a TFmix code intended for numerical calculation of the thermal part of electronic thermodynamic properties of a mixture of elements by the finite-temperature Thomas–Fermi model. The code is based on analytical models for both first and second derivatives of Helmholtz thermodynamic potential. All numerical calculations are made within a controlled high accuracy: tests for thermodynamic consistency give at least 11 coinciding decimal digits. The code calculates thermodynamic functions on a regular grid of isotherms and isochores; at each grid point some extensive parameters and the number of free electrons are output both for the whole mixture and for each component. Other extensive or intensive thermodynamic properties, including pressure, entropy, isochoric and isobaric heat capacities, isothermal and adiabatic sound velocities can be easily calculated from the information available at each grid point. Several unit systems are available for convenience. A cross-platform graphical user interface is available to simplify the use of the code.
DOI: 10.17632/dmphs2hkhy.1
title: Data set for IFRS adoption and stock market performance in SSA

description: The data set was collected to investigate the impact of IFRS adoption on the performance of the 3 biggest stock markets in Sub-Saharan Africa (South Africa, Nigeria and Kenya). Some control variables like Market capitalization to GDP, real GDP growth, number of listed companies were also included in the model.
DOI: 10.17632/57n57nmz9s.1
title: Observational study using ERA5 wind data

description: We used ERA5 wind speed data for the analysis of cyclonic winds over land and ocean for the cyclones: Bulbul, Fani, Titli and Thane at the time of landfall.
DOI: 10.17632/4z3cmc8g9h.1
title: Tide - Gauge

description: Tide - Gauge data at paradeep station for the cyclone Fani and at Ennore for the cyclone Thane along with model data.
DOI: 10.17632/tzzm9jhjtv.1
title: ASOS data

description: ASOS data along with model output data for the cyclones: Bulbul, Fani, Titli and Thane
DOI: 10.17632/g78s9ss4sh.1
title: Data for Gut Microbiome and Individual Behavior in Chinese alligators with Allometric Growth

description: # Title of Dataset
Data and code for Gut Microbiome and Individual Behavior in Chinese alligators with Allometric Growth

Give a brief summary of dataset contents, contextualized in experimental procedures and results.


## Description of the data and file structure

behavior, weight and gut microbiome data used in this work is include in data.xlsx


## Sharing/Access information

This is a section for linking to other ways to access the data, and for linking to sources the data is derived from, if any.

Links to other publicly accessible locations of the data:
  * 

Data was derived from the following sources:
  * 


## Code/Software
eyuguiji.m and eyuguiji.fig is the GUI software of Matlab
Yolov5_model.pt is the model to identify the alligator in the video
track_connect.txt and parameter_extract.txt is the code for track connecting and parameter extracting. datajianhua.m and guijipipei.m are functions used in the code
DOI: 10.17632/5zkptzhjz6.1
title: Original data of Pre-treatment of Interferon-α stimulates DHX58 to prevent hepatic ferroptosis version3

description: Original data of Pre-treatment of Interferon-α stimulates DHX58 to prevent hepatic ferroptosis version3
DOI: 10.17632/9bdp4z4x9y.1
title: No alarms and no surprises: dynamics of renewable energy curtailment in California

description: This replication package includes working paper, data and replication code. See README for details.
DOI: 10.17632/2zvcr2g6jm.1
title: Mapping of ecosocial policies

description: Overview of mapping of ecosocial policies in Excel spreadsheet.
Sheet 'Mapping' shows data. 
Sheet 'Variables explanation' includes descriptions of all variables
DOI: 10.17632/jz8dppzgfz.1
title: Types of economic activity corresponding to the areas of work of consortia established by universities of the North-Western macro-region of Russia

description: Консорциум - объединение, в т.ч. без организации юридического лица, с другими университетами и (или) научными организациями, независимо от их ведомственной принадлежности, и при необходимости с иными организациями на основании соглашений о взаимодействии. Создание сети взаимодействия университетов, является важной составляющей реализации Программы стратегического академического лидерства "Приоритет-2030". В настоящей базе данных собраны головные университеты, создающие консорциумы, в рамках реализации этой государственной инвестиционной программы, наименование консорциумов, а также виды экономической деятельности (согласно "ОК 029-2014 (КДЕС Ред. 2). Общероссийский классификатор видов экономической деятельности" (утв. Приказом Росстандарта от 31.01.2014 N 14-ст) (ред. от 26.07.2022)), которые соответствуют их направлениям  функционирования
DOI: 10.17632/zh2vfnnpnr.1
title: Effect of physical therapy on sleep patterns with chronic low back pain

description: The study aims to provide evidence of the potential benefits of physical therapy for individuals with chronic low back pain who also suffer from sleep disturbances. It may reduce discomfort, improve physical performance, and enhance the quality of sleep. Additional research with larger sample sizes and longer follow-up periods may be required to assess the long-term effects of physical therapy interventions on sleep patterns in this population.
DOI: 10.17632/d5f48phcj8.1
title: Supplemental Material 

description: Data related to the effects of co-inoculation with Lentilactobacillus buchneri, Lentilactobacillus hilgardii, and Pediococcus pentosaceus on the microbiome, fermentation, and aerobic stability of whole-plant corn silage stored for a long period in mini-silos and farm-scale bunkers.
DOI: 10.17632/fvpfmtcrft.1
title: the impact of disposable products on the environment

description: My research work is based on several resources relevant to this topic.
It is based on several resources that are relevant and validated for this topic. I used the web as a 
method because it is very convenient for collecting information. The interviews were used to find 
out the opinions of people of different ages on the topic.
The main goal of the project was to determine the impact of disposable products on the 
environment and their influence on nature. During the interview, the respondents had to answer 
several questions related to the topic and, also had to express their personal opinion on the topic.
In the interview, respondents are required to provide some information about themselves, such as 
gender, age will increase, as well as information about what they know about single-use products 
in their countries and the solutions, projects about this issue. The results of the latest research work 
may help in further studies. 
Although there was not much information and there were not many answers, impressive answers 
were obtained that will help future research. The results of the latest research work will help further 
research, as impressive responses have been received, and to collect more information, the results 
of this work should be used to collect additional information. 
   The use of disposable products has become increasingly common in our everyday lives, and the environmental consequences of this are of growing concern. Plastic, in particular, is a major contributor to environmental pollution and has a wide range of implications for ecosystems and human health (Public Health Post, 2023). In recent decades, the production and use of single-use plastics have become a global issue, with an estimated 8 million metric tons of plastic entering our oceans each year (Consumer Reports, 2021). The United Nations has taken a unified approach to tackle this problem, as highlighted by their Community Action Against Plastic Waste (CAPW) and the Plastic Free July campaigns (UN, 2021). This paper will discuss the impact of disposable products on the environment, and the steps that can be taken to reduce their use and mitigate their effects. 
   Plastic pollution is one of the most serious environmental issues of our time and can have devastating effects on marine ecosystems (National Geographic, 2021). The majority of plastic waste is composed of single-use items such as plastic bags, straws, and packaging, which are used once before being discarded and often end up in our oceans and rivers (Plastic Free July 2021). The accumulation of plastic debris in our oceans can lead to the death of marine life, as it can be ingested or entangled (Public Health Post, 2023). Additionally, plastic can also release toxic chemicals into the environment, which can harm human health (Consumer Reports, 2021). 
In conclusion, the use of disposable products has a wide range of implications for the 
environment, and steps must be clearly tough and carefully be.
DOI: 10.17632/wz9bdfm9y7.1
title: References pertaining to the potential impact of Paxlovid on PASC.

description: A compilation of references pertaining to the potential impact of Paxlovid on post-acute sequelae of SARS-CoV-2 infection (PASC).
DOI: 10.17632/mpgdmp72xz.1
title: Energy_diversity_green_bonds

description: Data and code for manuscript
DOI: 10.17632/bvjvg9ymtk.1
title: Gut microbiota affects host fitness of fall armyworm feeding on different food types. Lin Ma et al.

description: The file contains raw data from two-sex life tables, pupa weights and nutrient utilization measurements.
DOI: 10.7281/t1/bmathh/10ai1y
title: 05_A1.tar

description: Compressed AVI files for web recording A1
DOI: 10.7281/t1/bmathh/1pby3l
title: 01_DLC_model.tar

description: Data for DeepLabCut model
DOI: 10.7281/t1/bmathh/cbx9ri
title: 06_A2.tar.002

description: Compressed AVI files for web recording A2
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DOI: 10.7281/t1/bmathh/u3igoj
title: 02_LEAP_model.h5

description: Data for LEAP model
DOI: 10.7281/t1/bmathh/3vscgo
title: 06_A2.tar.008

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title: 07_A3.tar.006

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title: 07_A3.tar.002

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title: 07_A3.tar.001

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title: 07_A3.tar.018

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