cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34808/mt1s-xf06
title: Towards Compact City – Gdańsk-Osowa district case study, proposal no 6,  January 2021

description: The data presents results of work within the participatory planning process: Towards Compact City – Gdańsk-Osowa district case study, proposal no 6, from January 2021. The goal of the process was to present the new, innovative design visions for the area located in Gdańsk-Osowa district in the context of “Compact city” and “Walkable city” ideas. The aim of the research was to test the ideas of “compact” and “walkable” cities in the context of a suburban neighborhood. The dataset presents design of the possible solutions for empty and crucial due to its location area that could be redeveloped in the sustainable paradigm. The dataset presents the design work of students of the Faculty of Architecture, Gdańsk University of Technology (FA Gdańsk Tech) -  5th semester of the Bachelor Studies (undergraduate studies) at the FA Gdańsk Tech coordinated by prof. Justyna Martyniuk-Pęczek. The participatory process of design was conducted between October 2020 and January 2021. Parallel a discussion about the new land-use plan was conducted on the municipal level. The results of the research were presented for the Gdańsk Municipality.The design results in dataset are the effect of cooperation between Gdańsk University of Technology and the council of the Gdańsk-Osowa district. The design results in dataset form the basis for further research and development studies of the district.
DOI: 10.34808/7xjj-kz25
title: Data from the survey on the cooperation of entrepreneurs with the Gdańsk University of Technology in the field of student apprenticeship programs or internships

description: The dataset includes data from the survey on the cooperation of entrepreneurs with the Gdańsk University of Technology (GUT). The survey was conducted in 2017. The research sample included 102 respondents representing various firms from Pomeranian Voivodship. The study concerned i.a. opinions on cooperation with the GUT in the field of student apprenticeships programs or internships and willingness to cooperate in the future, considering variables such as the company size and business sector. Summarizing, the majority of surveyed entrepreneurs cooperated or are interested in establishing cooperation with the GUT.
DOI: 10.34808/cmbv-gv39
title: Data from the survey on Gdańsk University of Technology graduates’ competencies assessment by entrepreneurs

description: The dataset includes data from the survey on the Gdańsk University of Technology (GUT) graduates’ competencies assessment by entrepreneurs. The survey was conducted in 2017. The research sample included 102 respondents representing various firms from Pomeranian Voivodship. The study concerned i.a. assessment of GUT graduates' preparation for the requirements of the job position, assessment of their theoretical and practical knowledge, assessment of their technical competencies; social competencies, and managerial competencies, considering variables such as the company size and business sector. Summarizing, the entrepreneurs' general assessment of GUT graduates’ competencies was very good.
DOI: 10.34808/1zt4-cb87
title: Angular welding distortion - one sided fillet weld

description: Welding is the basic method of joining ship hull elements during its construction. However, this method of joining structural elements generates shrinks. Shrinks causes deformation of the entire welded structure, both linear and angular. In the shipbuilding industry, there is a tendency to oversize fillet welds, at the design as well as manufacturing stage. Larger joints make the deformation greater and more difficult to remove. In addition, a larger amount of heat introduced into the material may affect the degradation of the mechanical properties of the material from which the structure is made. For relatively simple cases, such as a single butt or fillet joint, there are theoretical models that allow for fairly accurate estimation of welding deformations. In the case of more complicated constructions, both due to the number of elements, as well as the welding method, welding position and sequence of welding, such as flat panel, determination of welding distortions is possible only by means of numerical simulation. The presented dataset contains a record of welding parameters of the test joint - one-sided fillet weld and record of linear and angular deformations measured during welding process of test models. The welding process was executed following the welding procedure (WPS) for the welding method 136 - FCAW (Flux-Cored Arc Welding), approved by classification society. The dataset is an extension of the information contained in the related article. In the paper influence of oversizing of weld on angular distortions of joint is presented basing upon of the results of the laboratory measurements. Values ​​determined on the basis of literature hypotheses are compared with the one obtained from the laboratory test.
DOI: 10.34808/t0c6-jz49
title: Data from the survey on factors determining the employment of the Gdańsk University of Technology graduates’ in the opinion of entrepreneurs

description: The dataset includes data from the survey on factors determining the employment of the Gdańsk University of Technology (GUT) graduates’ in the opinion of entrepreneurs. The survey was conducted in 2017. The research sample included 102 respondents representing various firms from Pomeranian Voivodship. The study concerned i.a. factors determining the decision to hire a candidate, methods of recruiting employees, methods for diagnosing the competences of candidates, and opinions on recruiting GUT graduates who do not have extensive professional experience, considering variables such as the company size and business sector. Summarizing, the entrepreneurs focus on the diagnosis of candidates’ competencies during a job interview, and have nothing against employing inexperienced graduates.
DOI: 10.5281/zenodo.14938976
title: Pulsar timing ephemerides produced as a part of an observing campaign with the Irish LOFAR station between 2020 and 2023 at 150 MHz

description: Pulsar timing ephemerides produced as a part of McKenna (in prep.) based on observations between December 2020 - July 2023 of various pulsars observed with the Irish LOFAR station between 102 and 197 MHz.
DOI: 10.5281/zenodo.14938977
title: Pulsar timing ephemerides produced as a part of an observing campaign with the Irish LOFAR station between 2020 and 2023 at 150 MHz

description: Pulsar timing ephemerides produced as a part of McKenna (in prep.) based on observations between December 2020 - July 2023 of various pulsars observed with the Irish LOFAR station between 102 and 197 MHz.
DOI: 10.5281/zenodo.14938921
title: Overview of interviews
DOI: 10.5281/zenodo.14938920
title: Overview of interviews
DOI: 10.5281/zenodo.14914661
title: Molecular dynamics simulations of Cruzipain subtypes 1, 2, 3.7, 3.9, and 4

description: This dataset contains the the input files and processed trajectories of three independent production simulations of 300 ns, each performed in the NPT ensemble, for cruzipain's 1, 2, 3.7, 3.9, and 4.

 

For further details, please contact Lucianna S. Santos (lsilva@pasteur.edu.uy) or Rafaela Ferreira (rafaelasf@icb.ufmg.br).
DOI: 10.5281/zenodo.14914660
title: Molecular dynamics simulations of Cruzipain subtypes 1, 2, 3.7, 3.9, and 4

description: This dataset contains the the input files and processed trajectories of three independent production simulations of 300 ns, each performed in the NPT ensemble, for cruzipain's 1, 2, 3.7, 3.9, and 4.

 

For further details, please contact Lucianna S. Santos (lsilva@pasteur.edu.uy) or Rafaela Ferreira (rafaelasf@icb.ufmg.br).
DOI: 10.5281/zenodo.10409568
title: Dataset of Hyperspectral Melt Pool Signatures and Thermal Anomalies in DED of 316L steel

description: Description of the datasetThe dataset includes in-situ melt pool signatures (hyperspectral NIR images) during the Directed Energy Deposition of 316L steel for several classes of thermal anomalies. Thermal anomalies were created during the process by varying the scanning speed.

Samples were printed on the MiCLAD machine at the Vrije Universiteit Brussel (Belgium).

Process and acquisition parameters:



Hardware:



Machine: MiCLAD (Vrije Universiteit Brussel)

Laser: High-YAG BIMO 1064nm, 2.55mm fibre, flat-top

Nozzle: Harald-Dickler HighNo 4.0



Process parameters:



Laser power: 600 W

Scanning speed: 500/700/900/1100/1300 mm/min

Powder: 316L 45-105 um

Powder flow rate: 3.5 g/m

Layer thickness: 0.2 mm



Image characteristics:



Camera: 3D-One Avior AX-M25NIR

Hyperspectral filter layout: 5x5 (25 wavelengths per image)




Description of the files



CSV dataset (hyperspectral_nir_meltpool_dataset.csv): List of filename, sample, label, time (ms), X and Z position (mm) and local scanning speed (mm/min) for all melt pool signatures. Thermal anomalies are labelled accordingly:



0 : baseline

1 : edge

2 : underheat

3 : strong underheat

4 : overheat

5 : strong overheat



Melt pool signatures (hyperspectral_nir_meltpool_images_*.zip): Raw .tif thermal images of the melt pool taken in-situ. The raw images must debayered to retrieve the spectral information, see the Python function and example script. 

Python debayer function (debayer.py): Debayering function to retrieve the spectral information from the raw images.
DOI: 10.5281/zenodo.10409569
title: Dataset of Hyperspectral Melt Pool Signatures and Thermal Anomalies in DED of 316L steel

description: Description of the datasetThe dataset includes in-situ melt pool signatures (hyperspectral NIR images) during the Directed Energy Deposition of 316L steel for several classes of thermal anomalies. Thermal anomalies were created during the process by varying the scanning speed.

Samples were printed on the MiCLAD machine at the Vrije Universiteit Brussel (Belgium).

Process and acquisition parameters:



Hardware:



Machine: MiCLAD (Vrije Universiteit Brussel)

Laser: High-YAG BIMO 1064nm, 2.55mm fibre, flat-top

Nozzle: Harald-Dickler HighNo 4.0



Process parameters:



Laser power: 600 W

Scanning speed: 500/700/900/1100/1300 mm/min

Powder: 316L 45-105 um

Powder flow rate: 3.5 g/m

Layer thickness: 0.2 mm



Image characteristics:



Camera: 3D-One Avior AX-M25NIR

Hyperspectral filter layout: 5x5 (25 wavelengths per image)




Description of the files



CSV dataset (hyperspectral_nir_meltpool_dataset.csv): List of filename, sample, label, time (ms), X and Z position (mm) and local scanning speed (mm/min) for all melt pool signatures. Thermal anomalies are labelled accordingly:



0 : baseline

1 : edge

2 : underheat

3 : strong underheat

4 : overheat

5 : strong overheat



Melt pool signatures (hyperspectral_nir_meltpool_images_*.zip): Raw .tif thermal images of the melt pool taken in-situ. The raw images must debayered to retrieve the spectral information, see the Python function and example script. 

Python debayer function (debayer.py): Debayering function to retrieve the spectral information from the raw images.
DOI: 10.17866/rd.salford.9889784
title: Five Elements Research Timeline

description: itation: Choi, I. Five Elements of Living Treasure, 44th International Computer Music Conference (ICMC 2018), Opening Ceremony, Daegu Concert House, Daegu, S. Korea, 6 August 2018. <br><br>Five Elements of Living Treasure is an HCI Composition and Interactive Performance for Immersive Multimedia, presented with multiple large-format screens and surround sound. This research has two focus areas: apply immersive techniques to convey intimacy of performers’ actions in large concert venues; apply emerging digital methods to convey a relationship between processes and materiality of music and ceramics.<br><br>The interactive content explores the extreme slow art, ceramic making, using a computational lens and performance action to unveil a deep narrative of craft labour and its epic process. An analogy emerges through the intense time-critical performance dynamics between in-situ labour on stage and its subject contents, inviting audiences to reflect through heightened sensorial engagement. <br><br>This work generated these R&D impacts: 1) benchmarking and reengineering experimental web technology from Google Chrome for a complex dynamic query; 2) benchmarking and engineering maximum retrieval schema for diverse media types - 2D images, video, sounds, and IoT messages. Including IoT messages as a type of media is one of the original and futuristic contributions of this work. 3) deploying an array of audio loudspeakers as IoT devices to pass performance signals to designated speakers for 3D sound imaging; 4) novel interface design and prototype built for real-time multimedia performance that is respectful for human cognitive capacity for a complex task; 5) integrating multimedia information systems with semantic computing strategy for thematically organizing and retrieving diverse media from a database, which is in effect a methodology with a futuristic vision for emerging narrative structure; most importantly 6) heightening digital tangibility through visual and sound processing for representing materiality of ceramic arts through computational and digital signal processing.
DOI: 10.17866/rd.salford.9889784.v1
title: Five Elements Research Timeline

description: itation: Choi, I. Five Elements of Living Treasure, 44th International Computer Music Conference (ICMC 2018), Opening Ceremony, Daegu Concert House, Daegu, S. Korea, 6 August 2018. <br><br>Five Elements of Living Treasure is an HCI Composition and Interactive Performance for Immersive Multimedia, presented with multiple large-format screens and surround sound. This research has two focus areas: apply immersive techniques to convey intimacy of performers’ actions in large concert venues; apply emerging digital methods to convey a relationship between processes and materiality of music and ceramics.<br><br>The interactive content explores the extreme slow art, ceramic making, using a computational lens and performance action to unveil a deep narrative of craft labour and its epic process. An analogy emerges through the intense time-critical performance dynamics between in-situ labour on stage and its subject contents, inviting audiences to reflect through heightened sensorial engagement. <br><br>This work generated these R&D impacts: 1) benchmarking and reengineering experimental web technology from Google Chrome for a complex dynamic query; 2) benchmarking and engineering maximum retrieval schema for diverse media types - 2D images, video, sounds, and IoT messages. Including IoT messages as a type of media is one of the original and futuristic contributions of this work. 3) deploying an array of audio loudspeakers as IoT devices to pass performance signals to designated speakers for 3D sound imaging; 4) novel interface design and prototype built for real-time multimedia performance that is respectful for human cognitive capacity for a complex task; 5) integrating multimedia information systems with semantic computing strategy for thematically organizing and retrieving diverse media from a database, which is in effect a methodology with a futuristic vision for emerging narrative structure; most importantly 6) heightening digital tangibility through visual and sound processing for representing materiality of ceramic arts through computational and digital signal processing.
DOI: 10.5287/bodleian:kz8pprey2
title: Associated data for 'The History of the ‘Hamond’ Partbooks (GB-Lbl: Add MSS 30480-4)'

description: This research data was created during the AHRC-funded Tudor Partbooks project in 2014-17 and support the bi-part article 'The History of the ‘Hamond’ Partbooks (GB-Lbl: Add MSS 30480-4)'.
<br>
As well as inventories, gathering diagrams and palaeographical analyses of British Library Add. MSS 30480-4, it also contains files analysing the contents and gathering structures of the related manuscript, British Library, Add MS 47844.
DOI: 10.6084/m9.figshare.28507022
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 8 in csv format.
DOI: 10.6084/m9.figshare.28507022.v1
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 8 in csv format.
DOI: 10.6084/m9.figshare.28507028
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 4 in csv format.
DOI: 10.6084/m9.figshare.28507028.v1
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 4 in csv format.
DOI: 10.6084/m9.figshare.28507031
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 2 in csv format.
DOI: 10.6084/m9.figshare.28507031.v1
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 2 in csv format.
DOI: 10.6084/m9.figshare.28507034
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 6 in csv format.
DOI: 10.6084/m9.figshare.28507034.v1
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 6 in csv format.
DOI: 10.6084/m9.figshare.28507037
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 1 in csv format.
DOI: 10.6084/m9.figshare.28507037.v1
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 1 in csv format.
DOI: 10.6084/m9.figshare.28507040
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 5 in csv format.
DOI: 10.6084/m9.figshare.28507040.v1
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 5 in csv format.
DOI: 10.6084/m9.figshare.28507043
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 3 in csv format.
DOI: 10.6084/m9.figshare.28507043.v1
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 3 in csv format.
DOI: 10.6084/m9.figshare.28507046
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 7 in csv format.
DOI: 10.6084/m9.figshare.28507046.v1
title: A brief history of modelling Foraminifera: from d'Orbigny to Zheng Shouyi

description: Table 7 in csv format.
DOI: 10.6084/m9.figshare.28507049
title: Palaeoenvironmental interpretation of the Pleistocene-Holocene of the British Isles, using proxy Recent benthonic foraminiferal distribution data

description: Stratigraphic distribution of selected benthonic foraminifera in the Pleistocene-Holocene of the British Isles, compiled from various sources.
DOI: 10.6084/m9.figshare.28507049.v1
title: Palaeoenvironmental interpretation of the Pleistocene-Holocene of the British Isles, using proxy Recent benthonic foraminiferal distribution data

description: Stratigraphic distribution of selected benthonic foraminifera in the Pleistocene-Holocene of the British Isles, compiled from various sources.
DOI: 10.6084/m9.figshare.28507052.v1
title: Palaeoenvironmental interpretation of the Pleistocene-Holocene of the British Isles, using proxy Recent benthonic foraminiferal distribution data

description: Summary of bathymetric and biogeographic distributions of selected benthonic foraminifera, compiled from various sources.
DOI: 10.6084/m9.figshare.28507052
title: Palaeoenvironmental interpretation of the Pleistocene-Holocene of the British Isles, using proxy Recent benthonic foraminiferal distribution data

description: Summary of bathymetric and biogeographic distributions of selected benthonic foraminifera, compiled from various sources.
DOI: 10.6084/m9.figshare.28507055
title: Palaeoenvironmental interpretation of the Pleistocene-Holocene of the British Isles, using proxy Recent benthonic foraminiferal distribution data

description: Summary of bathymetric and biogeographic distributions of selected benthonic foraminifera, compiled from various sources.
DOI: 10.6084/m9.figshare.28507055.v1
title: Palaeoenvironmental interpretation of the Pleistocene-Holocene of the British Isles, using proxy Recent benthonic foraminiferal distribution data

description: Summary of bathymetric and biogeographic distributions of selected benthonic foraminifera, compiled from various sources.
DOI: 10.6084/m9.figshare.28507058
title: Palaeoenvironmental interpretation of the Pleistocene-Holocene of the British Isles, using proxy Recent benthonic foraminiferal distribution data

description: Stratigraphic distribution of selected benthonic foraminifera in the Pleistocene-Holocene of the British Isles, compiled from various sources.
DOI: 10.6084/m9.figshare.28507058.v1
title: Palaeoenvironmental interpretation of the Pleistocene-Holocene of the British Isles, using proxy Recent benthonic foraminiferal distribution data

description: Stratigraphic distribution of selected benthonic foraminifera in the Pleistocene-Holocene of the British Isles, compiled from various sources.
DOI: 10.6084/m9.figshare.28144058
title: Stochastic Gradient Descent-based Inference for Dynamic Network Models with Attractors

description: In Coevolving Latent Space Networks with Attractors (CLSNA) models, nodes in a latent space represent social actors, and edges indicate their dynamic interactions. Attractors are added at the latent level to capture the notion of attractive and repulsive forces between nodes, borrowing from dynamical systems theory. However, CLSNA reliance on MCMC estimation makes scaling difficult, and the requirement for nodes to be present throughout the study period limit practical applications. We address these issues by (i) introducing a Stochastic gradient descent (SGD) parameter estimation method, (ii) developing a novel approach for uncertainty quantification using SGD, and (iii) extending the model to allow nodes to join and leave over time. Simulation results show that our extensions result in little loss of accuracy compared to MCMC, but can scale to much larger networks. We apply our approach to the longitudinal social networks of members of US Congress on the social media platform X. Accounting for node dynamics overcomes selection bias in the network and uncovers uniquely and increasingly repulsive forces within the Republican Party. Supplemental materials for the article are available online.
DOI: 10.6084/m9.figshare.28144058.v1
title: Stochastic gradient descent-based inference for dynamic network models with attractors

description: In Coevolving Latent Space Networks with Attractors (CLSNA) models, nodes in a latent space represent social actors, and edges indicate their dynamic interactions. Attractors are added at the latent level to capture the notion of attractive and repulsive forces between nodes, borrowing from dynamical systems theory. However, CLSNA reliance on MCMC estimation makes scaling difficult, and the requirement for nodes to be present throughout the study period limit practical applications. We address these issues by (i) introducing a Stochastic gradient descent (SGD) parameter estimation method, (ii) developing a novel approach for uncertainty quantification using SGD, and (iii) extending the model to allow nodes to join and leave over time. Simulation results show that our extensions result in little loss of accuracy compared to MCMC, but can scale to much larger networks. We apply our approach to the longitudinal social networks of members of US Congress on the social media platform X. Accounting for node dynamics overcomes selection bias in the network and uncovers uniquely and increasingly repulsive forces within the Republican Party. Supplemental materials for the article are available online.