cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
sj-docx-6-pom-10.1177_03057356211031658 – Supplemental material for Predicting emotions in music using the onset curve
Creators: name: Saiz-Clar, Elena
name: Serrano, Miguel Ángel
name: Reales, José Manuel
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: Education
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, sj-docx-6-pom-10.1177_03057356211031658 for Predicting emotions in music using the onset curve by Elena Saiz-Clar, Miguel Ángel Serrano and José Manuel Reales in Psychology of Music
OPTICAL COMMUNICATIONS TESTBED FOR THE EXPLOITATION OF LUMINESCENCE EMISSIONS OF SOLAR CELLS FOR OPTICAL FREQUENCY IDENTIFICATION (OFID)
Creators: name: Denton, Samuel
Publisher: name: Purdue University Graduate School
Year: 2020
Subjects: Photonic and electro-optical devices, sensors and systems (excl. communications)
Optical fibre communication systems and technologies
Photonics, optoelectronics and optical communications

description: The purpose of this thesis was to investigate the possibility of Optical Frequency Identification (OFID) technology being used as a communication pathway for devices in LiFi systems that serve to open alternative transmission paths for Internet-of-Things infrastructure. LiFi or light-fidelity, plays off the concept of wireless-fidelity, commonly known as WiFi, and follows the trend of moving to higher frequencies within the electromagnetic spectrum. LiFi lies within the visual light and infrared wavelength range, which can be referred to as the nanometer wave range. The developed optical communication testbed is a proof of concept showing that OFID technology, enabled by Gallium Arsenide solar cell emission, can communicate with Visual Light Communication (VLC) systems. The scope of the work entails the development of a testbed for a custom optical communications testbed for OFID linked to VLC communication by sending transmissions via powerline modulation. An optical receiver circuit was developed and tested, and integration and testing for powerline communication and LED luminaire were successful. Manchester encoded data was sent at 4800 bit rate optically from an infrared light source, received by the developed receivers and was decoded. Information was successfully transmitted over powerline from computer terminal to LED luminaire output at 2400, 3600, 4800, 7200, and 9600 bit rate. Integration of these communication links did not occur due to Purdue University closure of campus related activities from COVID-19.
EXPLORING THE ENGINEERING, PROCESSING, AND FORMULATION DEPENDENCY OF EXTRUDED HIGH MOISTURE MEAT ANALOG QUALITY
Creators: name: Wagner, Caleb Edwin
Publisher: name: Washington State University
Year: 2026
Subjects: Extrusion
Processing
Protein Chemistry
Protein Texturization
Heat Transfer
Rheology

description: It is not realistic to expect the current means of animal meat production to sustainably keep pace with increasing populations and appetites for such products. Meat substitutes and analogs made from plant proteins offer one possible avenue to provide essential nutrition to people in a world where real meat will soon be very expensive. Meat substitutes such as tofu or discombobulated meat analogs like texturized vegetable protein have been around for a very long time now, and have well defined markets and culinary uses. Extruded high moisture meat analog (HMMA) is a newer technology that is meant to mimic whole cuts of meat, but is much more expensive to produce since not much public effort has gone into understanding the practical aspects of the process. This dissertation aims to rectify this research gap by holistically understanding the impact that extrusion processing conditions have on protein chemistry during
description: HMMA production, as well as to generate the most comprehensive publicly available overview of strategies to operate the cooling die unit operation to date.
description: In the first part of this dissertation, the effects that altering the HMMA formulation and process have on HMMA quality was explored. Formulation was found to be very important, as moisture content, the protein ingredient being used, and the incorporation of minor amounts of functional fiber ingredients were shown to greatly alter HMMA texture and anisotropy.
description: The second part focused on understanding the cooling die unit operation from an engineering standpoint, especially with regards to developing a conceptual framework for how such dies could be scaled up and operated. It was found that the product temperature gradient achieved during cooling dictated the HMMA textural and structural quality for a given fixed formulation. As an extension to this, taller dies are associated with better anisotropy characteristics, given the flow characteristics they enable and the slower heat transfer rates achieved through the thicker product cross section. These studies also helped identify slip flow and phase change energy as important new concepts around which further understanding of the HMMA structuring mechanism could be built. Finally, a novel extrusion experiment showed that maintaining the hot temperatures from which melt is discharged from the extruder barrel early in the cooling die can lead to significant improvements in structuring, as doing so favorably lowers the product cooling rate while extending the amount of time that the product has to develop a beneficial laminar flow profile before solidifying.
description: The concepts put forth here make significant practical contributions to the HMMA research field, and the results will be appreciated by industry personnel attempting to make or improve their own extruded HMMA products.
Additional file 1 of Characterization of the biological and transcriptomic landscapes of bone marrow-derived mesenchymal stem cells in patients with multiple myeloma
Creators: name: Lu, Yu
name: Zheng, Chaohui
name: Zhang, Wenxia
name: Liu, Xuan
name: Zhou, Ziwei
name: Wang, Zhenzhen
name: Hua, Huan
name: Song, Zhengrong
name: Zhang, Xuejun
name: Liu, Shuyi
name: Zhang, Leisheng
name: Wang, Fuxu
Publisher: name: figshare
Year: 2024
Subjects: subject: Biochemistry
subject: Space Science
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Physiology
subject: Biotechnology
subject: Environmental Sciences not elsewhere classified
subject: Ecology
subject: Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Cancer
subject: Hematology

description: Additional file 1: Table S1. The list of the antibodies. Table S2. The primer sequences for q RP-PCR assay.
Supplemental Material, sj-pdf-1-her-10.1177_1937586720973767 - Architecture and Mental Disorders: A Systematic Study of Peer-Reviewed Literature
Creators: name: Aljunaidy, Mais M.
name: Adi, Mohamad Nadim
Publisher: name: SAGE Journals
Year: 2021
Subjects: Medicine
Public Health and Health Services not elsewhere classified

description: Supplemental Material, sj-pdf-1-her-10.1177_1937586720973767 for Architecture and Mental Disorders: A Systematic Study of Peer-Reviewed Literature by Mais M. Aljunaidy and Mohamad Nadim Adi in HERD: Health Environments Research & Design Journal
Characterizing Deformation Along an Early-Stage Rift: GPS Observations from the Northern Lake Malawi (Nyasa) Rift
Creators: name: Bonnette, Grant
Publisher: name: Purdue University Graduate School
Year: 2020
Subjects: Geophysics not elsewhere classified
Structural geology and tectonics

description: The Malawi (Nyasa) Rift is a prominent example of immature rifting located along the southern East African Rift System. The SEGMeNT (Study of Extension and maGmatism in Malawi aNd Tanzania) project installed a new network of 12 continuous GPS sites in Malawi, Tanzania, and Zambia. Using this new data along with data from other existing sites in the region, I examine the present-day deformation along the Malawi Rift and surrounding areas. The GPS data is used to constrain a tectonic block model of the Malawi Rift in order to produce estimates of angular velocities of the blocks, which are then used to derive fault slip rates and linear block velocities. The new data around the Malawi Rift suggests an additional block may be required to explain the observed deformation. My preferred model predicts that extension rates in the area are slower than previous studies suggested (3.8 ± 0.7 mm/yr; Stamps et al., 2008) with a cumulative rate 2.35 ± 0.65 mm/yr in the northern Malawi Rift and 1.26 ± 0.85 mm/yr along the southern Malawi Rift.
sj-pdf-1-jhc-10.1369_00221554211032008 – Supplemental material for Expression of Transcription Factor CREM in Human Tissues
Creators: name: Kaprio, Heidi
name: Heuser, Vanina D.
name: Orte, Katri
name: Tukiainen, Mikko
name: Leivo, Ilmo
name: Gardberg, Maria
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: Cell Biology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: FOS: Clinical medicine

description: Supplemental material, sj-pdf-1-jhc-10.1369_00221554211032008 for Expression of Transcription Factor CREM in Human Tissues by Heidi Kaprio, Vanina D. Heuser, Katri Orte, Mikko Tukiainen, Ilmo Leivo and Maria Gardberg in Journal of Histochemistry & Cytochemistry
sj-docx-2-pom-10.1177_03057356211031658 – Supplemental material for Predicting emotions in music using the onset curve
Creators: name: Saiz-Clar, Elena
name: Serrano, Miguel Ángel
name: Reales, José Manuel
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: Education
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, sj-docx-2-pom-10.1177_03057356211031658 for Predicting emotions in music using the onset curve by Elena Saiz-Clar, Miguel Ángel Serrano and José Manuel Reales in Psychology of Music
Stakeholder Analysis - D3.2 Invade H2020
Creators: name: Puranik, Sanket
name: Bremdal, Bernt A.
Publisher: name: Zenodo
Year: 2017

description: This deliverable identifies relevant stakeholders concerning the project’s innovations. Previous deliverable (D3.1) forms the foundation for this work as it provides initial stakeholder list. The stakeholder list is further extended in this task via interviews with business partners of the consortium and doing a market review. A novel methodology based upon mapping is developed in this task to assess stakeholders across various attributes. The methodology is then applied to assess the identified stakeholders of INVADE. Through this assessment it was possible to identify which stakeholders should be targeted for alliances and against whom caution should be kept. The methodology allows to categorize stakeholders into different typologies which can then be used to predict the stakeholder’s behaviour in the future flexibility market. An important contribution of this work is to develop appropriate methodology for stakeholder assessment.
sj-docx-3-pom-10.1177_03057356211031658 – Supplemental material for Predicting emotions in music using the onset curve
Creators: name: Saiz-Clar, Elena
name: Serrano, Miguel Ángel
name: Reales, José Manuel
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: Education
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, sj-docx-3-pom-10.1177_03057356211031658 for Predicting emotions in music using the onset curve by Elena Saiz-Clar, Miguel Ángel Serrano and José Manuel Reales in Psychology of Music
Additional file 1 of A pilot study of implementing an adapted model for integration of interventions for people with alcohol use disorders in Tanzanian primary healthcare facilities
Creators: name: Mushi, Dorothy
name: Hanlon, Charlotte
name: Moshiro, Candida
name: Francis, Joel M
name: Feyasa, Merga B.
name: Teferra, Solomon
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Cancer
subject: Science Policy
subject: Mental Health

description: Supplementary Material 1
title: Adaptive space as coalescence of existing spaces in language education contexts: perceptions of space through a Lefebvrian lens
Creators: name: Dickson, Darren
Publisher: name: University of Southern Queensland
Year: 2023
Subjects: Adaptive space
language education
disruption
agility
Lefebvre
coalescence of space

description: The phenomenon of Adaptive Space (AS) is a recent conceptualization of how organisations achieve agility and respond to disruption, and consequently it is important to an increasingly globalised language education industry. This phenomenological study draws on the adaptive leadership theory of Uhl-Bien and Arena (2018) as well as a Lefebvrian tripartite interpretation of space (De Certeau, 1984; Lefebvre, 1991; Massey, 1991; Middleton, 2013; Soja, 2008b) to construct a conceptual lens to examine how participants within the Australian language education context perceive and experience Adaptive Space. Professionals from a wide range of language education contexts within Australia participated in a survey and follow up interviews that focussed on their perceptions and experiences of Adaptive Space. Data quality analysis and scaling analysis (dendrogram) were conducted on the survey data. Interview transcripts were analysed according to a Reflexive Thematic Analysis protocol. The findings indicated that there was no clear clustering of participants according to the three Lefebvrian groups identified in the Conceptual Framework. It was surmised that the onset of COVID-19 may have had a levelling effect on their perceptions and experience of Adaptive Space. Thematic Analysis of interview transcripts identified the three main themes of Context1 (i.e., the Where), Community (i.e., the Who), and most significantly Coalescence (i.e., the How) as a new conceptualization of perceptions of Adaptive Space as a phenomenon within language education contexts.
sj-pdf-1-rgp-10.1177_10892680211034457 – Supplemental Material for Psychological Oneness: A Typology
Creators: name: Coomber, Ties
name: Harré, Niki
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental Material, sj-pdf-1-rgp-10.1177_10892680211034457 for Psychological Oneness: A Typology by Ties Coomber and Niki Harré in Review of General Psychology
Physics Informed Neural Networks for Engineering Systems
Creators: name: Sukirt
Publisher: name: Purdue University Graduate School
Year: 2020
Subjects: Mechanical engineering not elsewhere classified

description: This thesis explores the application of deep learning techniques to problems in fluid mechanics, with particular focus on physics informed neural networks. Physicsinformed neural networks leverage the information gathered over centuries in theform of physical laws mathematically represented in the form of partial differentialequations to make up for the dearth of data associated with engineering and physi-cal systems. To demonstrate the capability of physics informed neural networks, aninverse and a forward problem are considered. The inverse problem involves discov-ering a spatially varying concentration ?field from the observations of concentrationof a passive scalar. A forward problem involving conjugate heat transfer is solved aswell, where the boundary conditions on velocity and temperature are used to discoverthe velocity, pressure and temperature ?fields in the entire domain. The predictions ofthe physics informed neural networks are compared against simulated data generatedusing OpenFOAM.
Extreme horror fiction and the neoliberalism of the 1980s: Splatterpunk, radical art, and the killing of the collective society
Creators: name: Duda, Michael R
Publisher: name: Purdue University Graduate School
Year: 2020
Subjects: Literary studies not elsewhere classified

description: Splatterpunk was a short-lived, but explosive horror literary movement birthed in the 1980’s that utilized graphic depictions of violence in its prose. Drawing parallels to other subversive and radical art movements like Dada and Hardcore Punk, this paper examines through a Marxist lens how Splatterpunk, influenced by the destructive nature of 1980’s neoliberalism, reflected the violence, categorized as direct and structural, of its period of creation and used extreme vulgarity as an act of rebellion against traditional horror canon.
USID - Unsupervised Identification of the Driver for Vehicle Comfort Functions
Creators: name: Vučinić, Veljko
name: Seidel, Luca
name: Stang, Marco
name: Sax, Eric
Publisher: name: AHFE International
Year: 2024

description: High comfort is one of the main demand for a modern vehicle. Comfort functions that are designed to ensure the comfort of modern vehicles are becoming more tailored to each driver. In order to maximize the effectiveness of comfort functions the driver must be precisely identified. The driver identification task can be accomplished by utilizing vehicle data from the standardized On-Board Diagnostic II system (OBD II).
In this paper, the feasibility of precise driver identification was investigated based on unsupervised machine learning methods. The authors propose the USID (Unsu-pervised Identification of the Driver) concept for this purpose. The USID promises rich scalability since the unsupervised models don’t use predefined classes to identify drivers. The unsupervised methods used in this work are K-Means, Autoencoders, Self-Organizing maps, and Density-based spatial clustering (DBSCAN). The models are trained and evaluated using the OBD II time series of 16 drivers driving the same vehicle. In the end, the experimental analysis of the USID was done that showed very good confidence of the concept in driver identification during the driving cycle of all 16 drivers.
Additional file 1 of Design, synthesis, and evaluation of anxiolytic activity of 2-(4-phenylpiperazin-1-yl)-1H-benz[d]imidazole and 2-(4-phenylpiperazin-1-methyl)-1H-benz[d]imidazole derivatives
Creators: name: Mahajan, Bhavna Sunil
name: Kawale, Laxman A.
name: Nade, Vandana S.
name: Unavane, Supriya
name: Sajimon, Lida
name: Kapadnis, Prajakta
Publisher: name: figshare
Year: 2024
Subjects: Biochemistry
Neuroscience
Pharmacology
Biotechnology
Chemical Sciences not elsewhere classified
Mental Health

description: Additional file 1: Spectral data.
Understanding the Optical Theorem of Scattering: Scattering Surface Area against Scattering Cross Section, an Example with Ellipsoidal Scattering
Creators: name: Li, Youning
Publisher: name: arXiv
Year: 2025
Subjects: subject: Optics (physics.optics)
subject: FOS: Physical sciences

description: In this paper, we propose using the scattering surface area rather than the scattering cross section to characterize the scattering behavior of ellipsoidal rigid bodies. We examined the scattering behavior of ellipsoidal rigid bodies, focusing on the relationship between their surface area and total scattering cross-section. Building on the foundational work of Carson Flammer, we utilize the spheroidal coordinate system to derive solutions for both prolate and oblate spheroids. Our analysis reveals that under the long-wavelength approximation, the total scattering cross-section is equivalent to the surface area of the ellipsoid, a relationship that holds true for both small and moderate eccentricities. This finding extends the established optical theorem, previously validated for spherical bodies, to more complex geometries.
description: 8 pages, 2 figures, comments welcome
Additional file 2 of Design, synthesis, and evaluation of anxiolytic activity of 2-(4-phenylpiperazin-1-yl)-1H-benz[d]imidazole and 2-(4-phenylpiperazin-1-methyl)-1H-benz[d]imidazole derivatives
Creators: name: Mahajan, Bhavna Sunil
name: Kawale, Laxman A.
name: Nade, Vandana S.
name: Unavane, Supriya
name: Sajimon, Lida
name: Kapadnis, Prajakta
Publisher: name: figshare
Year: 2024
Subjects: Biochemistry
Neuroscience
Pharmacology
Biotechnology
Chemical Sciences not elsewhere classified
Mental Health

description: Additional file 2: Thin Layer Chromatography data.
Amphicnaeia lineata Bates 1866
Creators: name: Bezark, Larry G.
name: Santos-Silva, Antonio
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Amphicnaeia
Amphicnaeia lineata

description: Amphicnaeia lineata Bates, 1866
Amphicnaeia lineata Bates, 1866: 33; Monné, 2023: 445 (cat.). Amphicnaeia plurivittis Belon, 1903: 65.
Amphicnaeia affinis Breuning, 1940: 41.
Remarks. – According to Wappes et al. (2019): “The type locality of A. [Amphicnaeia] affinis was originally described as being Santos city (Santo Amaro Island). However, the insular area of Santos is located in São Vicente Island, which is separated from Santo Amaro Island by less than 500 meters. It is Guarujá city that is located on Santo Amaro Island, which was already incorporated into the city of Santos. Thus, it is not possible to know if the specimen was collected in the insular area of Santos (São Vicente Island), or if it was collected in the Santo Amaro Island, in the city of Guarujá.” Additionally the holotype of Estola marmorata was collected by G.E. Bryant in 1912, on Santo Amaro Island, near Santos, as indicated on the label. Therefore, the type locality of E. marmorata is Santo Amaro Island, which is located in the Brazilian state of São Paulo, and not Santos.
description: Published as part of Bezark, Larry G. & Santos-Silva, Antonio, 2024, New World Lamiinae (Coleoptera, Cerambycidae): new species, new records, and notes, pp. 1-11 in Faunitaxys 12 (6) on page 2, DOI: 10.57800/faunitaxys-12(6), http://zenodo.org/record/15352685
Additional file 10 of Vaginal and neonatal microbiota in pregnant women with preterm premature rupture of membranes and consecutive early onset neonatal sepsis
Creators: name: dos Anjos Borges, Luiz Gustavo
name: Pastuschek, Jana
name: Heimann, Yvonne
name: Dawczynski, Kristin
name: Schleußner, Ekkehard
name: Pieper, Dietmar H.
name: Zöllkau, Janine
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Biotechnology
subject: Ecology
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences

description: Additional file 10: Fig. S3. Differences in global bacterial community structure of vaginal samples as assessed by non-metric multidimensional scaling (nMDS). The global community structures are based on standardized species abundance data and shown for all patients where sampling at three different time points had been performed. a, patients treated with antibiotics until delivery; b, patients treated with antibiotics no longer than 2 days before delivery. Patients are indicated by different color codes and symbols. 0; samples taken at hospital admission; 1; samples taken after 2-6 days of antibiotic treatment; 2; samples taken later than 6 days after hospital admission.
Additional file 2 of Open-source workflow design and management software to interrogate duckweed growth conditions and stress responses
Creators: name: Scott, Madeline
name: de Lange, Orlando
name: Quaranto, Xavaar
name: Cardiff, Ryan
name: Klavins, Eric
Publisher: name: figshare
Year: 2024
Subjects: subject: Artificial Intelligence and Image Processing
subject: FOS: Computer and information sciences

description: Additional file 2: S2 - Aquarium Duckweed Workflow - README document.
TUNNEL BEHAVIOR UNDER COMPLEX ANISOTROPIC CONDITIONS
Creators: name: Vitali, Osvaldo Paiva Maga
Publisher: name: Purdue University Graduate School
Year: 2022
Subjects: Civil geotechnical engineering

description: Rock masses may present remarked geostatic stress anisotropy and anisotropic material properties; thus, the tunnel alignment with the geostatic principal stress directions and with the axes of material anisotropy is unlikely. Nevertheless, tunnel design often neglects those misalignments and; yet, the misalignment effects were unknown. In this doctoral research, tunnels under complex anisotropic conditions were modelled analytically and numerically with 3D nonlinear Finite Element Method (FEM). When the tunnel misaligns with the geostatic principal stress directions, anti-symmetric axial displacements and shear stresses are induced around the tunnel. Analytical solutions for misaligned shallow and deep tunnels in isotropic elastic ground are provided. The analytical solutions were validated with 3D FEM analyses. Near the face, the anti-symmetric axial displacements are partially constrained by the tunnel face, producing asymmetric radial displacements and stresses. The asymmetric radial displacements at the face can be divided into a rigid body displacement of the tunnel cross-section and anti-symmetric radial displacements. Those asymmetries may affect the rock-support interaction and the plastic zone developed around the tunnel. In anisotropic rock masses, the tunnel misalignment with the axes of material anisotropy also produces anti-symmetric axial displacements and stresses around the tunnel. It occurs because when the tunnel is not aligned with the principal material directions, the in-plane stresses are coupled with the axial displacements (i.e. the compliance matrix is fully populated). Thus, tunnels in anisotropic rock mass not aligned with the geostatic principal stresses and with the axes of material anisotropy are substantially more complex than tunnels not aligned with the principal stress directions in isotropic rock mass. An analytical solution for misaligned tunnels in anisotropic rock mass is provided. It was observed that the relative orientation of the geostatic principal stresses with respect to the axes of material anisotropy plays an important role. The axial displacements produced by far-field axial shear stresses and by the rock mass anisotropy may compensate each other; thus, axial and radial displacements around the tunnel are reduced. On the other hand, those anti-symmetric axial displacements may be amplified; thus, the ground deformations are increased. Asymmetric radial and axial deformations, and asymmetric spalling of the tunnel walls are commonly observed on tunnels in anisotropic rock masses. The tunnel misalignment with the geostatic principal stress directions and with the axes of material anisotropy could be associated with those phenomena that, so far, are not well comprehended
Highly Nucleophilic Pyridinamide Anions in Apolar Organic Solvents due to Asymmetric Ion Pair Association
Creators: name: Burger, Veronika
name: Franta, Maximilian
name: Ofial, Armin R.
name: Gschwind, Ruth M.
name: Zipse, Hendrik
Publisher: name: Universität Regensburg
Year: 2025
Subjects: subject: 540 Chemie

description: Free ions in organic solvents of low polarity would be valuable tools for the activation of low-reactivity substrates. However, the formation of unreactive ion pairs at concentrations relevant for synthesis has prevented the success of this concept so far. On the example of highly nucleophilic pyridinamide phosphonium salts in dichloromethane, we show that asymmetric aggregation offers a solution to this general problem. A combination of conductivity, diffusion-ordered NMR (DOSY), and kinetic measurements utilizing a refined ionic strength-controlled benzhydrylium ion methodology enables unique insight into the aggregation/association state of the ions and the nucleophilicity of the involved anions. This approach reveals that pyridinamide tetraphenylphosphonium salts aggregate in dichloromethane solution asymmetrically to form sandwich-type cations and anions together with their free counterions. The nucleophilicity of free pyridinamide ions exceeds that of the neutral reference nucleophile 9-azajulolidine (TCAP) by up to 2 orders of magnitude. Based on these results, we suggest that asymmetric aggregation in organic solvents of low polarity might be a general pathway to boost the reactivity of anionic nucleophiles.
sj-pdf-1-cre-10.1177_02692155211034149 – Supplemental material for Evaluation of the predictive validity of the Hessisch Oldendorf Risk of Falling Scale (HOSS)
Creators: name: Schmidt, Simone B
name: Boltzmann, Melanie
name: Rollnik, Jens D
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 110314 Orthopaedics
subject: 110604 Sports Medicine
subject: FOS: Health sciences

description: Supplemental material, sj-pdf-1-cre-10.1177_02692155211034149 for Evaluation of the predictive validity of the Hessisch Oldendorf Risk of Falling Scale (HOSS) by Simone B Schmidt, Melanie Boltzmann and Jens D Rollnik in Clinical Rehabilitation
Additional file 12 of Vaginal and neonatal microbiota in pregnant women with preterm premature rupture of membranes and consecutive early onset neonatal sepsis
Creators: name: dos Anjos Borges, Luiz Gustavo
name: Pastuschek, Jana
name: Heimann, Yvonne
name: Dawczynski, Kristin
name: Schleußner, Ekkehard
name: Pieper, Dietmar H.
name: Zöllkau, Janine
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Biotechnology
subject: Ecology
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences

description: Additional file 12: Fig. S4. Microbial composition of vaginal and meconium samples. Heatmap includes taxa with a relative abundance > 10% in at least one sample. Samples where a single taxon shows a relative abundance > 50% of relative abundance are indicated by a specific color code (dominance group). Hierarchical cluster based on Bray-Curtis dissimilarity analysis of vaginal bacterial communities of V2 and ME samples (n=103).
Understanding Graduate Teaching Assistants' Experiences and Pedagogy
Creators: name: Wu, Meng-Yang
Publisher: name: Purdue University Graduate School
Year: 2020
Subjects: Higher education

description: Although there have been efforts to advance undergraduate chemistry laboratory learning, how graduate teaching assistants (GTAs) negotiate their teaching within-the-moment is still underexplored. This dissertation addresses this gap by foregrounding GTA experiences and pedagogies as foci of interest. The present study is divided into two phases. The first phase consisted of understanding the contextual meaning of eleven GTA participants’ self-recognized experiences via Communities of Practice and capital D Discourse analysis. The findings suggest that although participants recognize obligations to become better chemists as opposed to better teachers, they are active sensemakers of their pedagogies. However, due to obligations, the pedagogies they enact may inadvertently hinder learners’ sensemaking in their attempts to mitigate learners’ failures. Participants’ reliance on accuracy, completion, and efficiency within the laboratory led me to delve deeper into the theoretical conceptualizations of learning from successes and from failures. After creating the Play First, Reflect Later (PFRL) conceptual framework, I endeavored to better understand the extent that the chemistry laboratory can be integrated with productive failure. Thus, the second phase takes a more fine-grained approach in which nine participants were video recorded during their teaching and were later prompted to explain their rationale via video-stimulated recall interviews. Combining both the video and interview analysis conveys overlaps and incongruities. On one hand, participants effectively enact teaching practices that draws their learners’ attention to target concepts, leverage prior experience, and boosts affects. On the other, participants must not compromise learner agency and better prepare learners for long-term learning. Theoretically, errors and direct instruction should also be reconsidered for the laboratory context. I conclude by drawing implications for both researchers and practitioners. Namely, spaces in which GTAs learn to teach should be modified to be more learner-centric, collaborative, and inquiry based like the laboratories they are expected to teach. Furthermore, laboratory curricula (e.g., protocols and experiments) can be redesigned to facilitate learners to explore the hows and whys of their experiments with both their failures and successes. Changing the context of the chemistry laboratory itself, both in terms of teaching and curriculum, may be a more sustainable approach to enhance learners’ chemistry experiences.
sj-pdf-1-cre-10.1177_02692155211036956 – Supplemental material for Comparative effectiveness study of low versus high-intensity aerobic training with resistance training in community-dwelling older men with post-COVID 19 sarcopenia: A randomized controlled trial
Creators: name: Nambi, Gopal
name: Abdelbasset, Walid Kamal
name: Alrawaili, Saud M.
name: Elsayed, Shereen H.
name: Verma, Anju
name: Vellaiyan, Arul
name: Eid, Marwa M.
name: Aldhafian, Osama R.
name: Nwihadh, Naif A.
name: Saleh, Ayman K.
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 110314 Orthopaedics
subject: 110604 Sports Medicine
subject: FOS: Health sciences

description: Supplemental material, sj-pdf-1-cre-10.1177_02692155211036956 for Comparative effectiveness study of low versus high-intensity aerobic training with resistance training in community-dwelling older men with post-COVID 19 sarcopenia: A randomized controlled trial by Gopal Nambi, Walid Kamal Abdelbasset, Saud M. Alrawaili, Shereen H. Elsayed, Anju Verma, Arul Vellaiyan, Marwa M. Eid, Osama R. Aldhafian, Naif A. Nwihadh and Ayman K. Saleh in Clinical Rehabilitation
Harmomic maps into Teichmuller spaces and superrigidity of mapping class groups
Creators: name: Xu, Ling
Publisher: name: Purdue University Graduate School
Year: 2020
Subjects: Pure mathematics not elsewhere classified

description: In the first part of the present work, we will study the harmonic maps onto Teichm\"uller space. We will formulate a general Bochner type formula for harmonic maps into Teichm\"uller space. We will also prove the existence theorem of equivariant harmonic maps from a symmetric space with finite volume into its Weil-Petersson completion $\overline{\mathcal{T}}$, by deforming an almost finite energy map in the sense of Saper into a finite energy map.
In the second part of the work, we discuss the superrigidity of mapping class group. We will provide a geometric proof of both the high rank and the rank one superrigidity of mapping class groups due to Farb-Masur and Yeung.
sj-pdf-1-prq-10.1177_10659129211035834 – Supplemental material for Respectability Politics and Straight Support for LGB Rights
Creators: name: Jones, Philip Edward
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental material, sj-pdf-1-prq-10.1177_10659129211035834 for Respectability Politics and Straight Support for LGB Rights by Philip Edward Jones in Political Research Quarterly
Additional file 8 of Vaginal and neonatal microbiota in pregnant women with preterm premature rupture of membranes and consecutive early onset neonatal sepsis
Creators: name: dos Anjos Borges, Luiz Gustavo
name: Pastuschek, Jana
name: Heimann, Yvonne
name: Dawczynski, Kristin
name: Schleußner, Ekkehard
name: Pieper, Dietmar H.
name: Zöllkau, Janine
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Biotechnology
subject: Ecology
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences

description: Additional file 8: Fig. S1. Changes in microbial community structure upon antibiotic treatment. The treatment time is indicated as well as the Bray Curtis similarity (in %) of the community structure at time of admission to the hospital. The similarity trend is indicated by a line following a one phase decay.
MyHealthMyData (MHMD): Deliverable 10.2 - Updated dissemination materials (1)
Creators: name: Rizzo, Anna
Publisher: name: Zenodo
Year: 2018
Subjects: Communication
dissemination
materials
brochure
poster
publications

description: This deliverable is meant to provide an overview of all the dissemination materials produced throughout the First Reporting Period (M1-M18), ranging from November 2016 to April 2018, taking base from the first preliminary materials produced in the first months after the project inception, and reported in D10.1 Dissemination strategy plan and preliminary materials.

Dissemination materials reported hereby include branding (logos, infographics, etc.), print-based showcase materials (brochures, posters, fact sheets, presentations, etc.), and publications, accounting for both ground level (newspaper and magazine articles, press releases) and academic, peer-reviewed publications (scientific journal articles, conference proceedings), but also, considering a broader definition, web-based channels such as website, social media accounts and web archives.
Advanced Deep Learning and Large Language Models: Comprehensive Insights for Cancer Detection
Creators: name: Habchi, Yassine
name: Kheddar, Hamza
name: Himeur, Yassine
name: Belouchrani, Adel
name: Serpedin, Erchin
name: Khelifi, Fouad
name: Chowdhury, Muhammad E. H.
Publisher: name: arXiv
Year: 2025
Subjects: subject: Image and Video Processing (eess.IV)
subject: Artificial Intelligence (cs.AI)
subject: Computer Vision and Pattern Recognition (cs.CV)
subject: Machine Learning (cs.LG)
subject: FOS: Electrical engineering, electronic engineering, information engineering
subject: FOS: Computer and information sciences

description: The rapid advancement of deep learning (DL) has transformed healthcare, particularly in cancer detection and diagnosis. DL surpasses traditional machine learning and human accuracy, making it a critical tool for identifying diseases. Despite numerous reviews on DL in healthcare, a comprehensive analysis of its role in cancer detection remains limited. Existing studies focus on specific aspects, leaving gaps in understanding its broader impact. This paper addresses these gaps by reviewing advanced DL techniques, including transfer learning (TL), reinforcement learning (RL), federated learning (FL), Transformers, and large language models (LLMs). These approaches enhance accuracy, tackle data scarcity, and enable decentralized learning while maintaining data privacy. TL adapts pre-trained models to new datasets, improving performance with limited labeled data. RL optimizes diagnostic pathways and treatment strategies, while FL fosters collaborative model development without sharing sensitive data. Transformers and LLMs, traditionally used in natural language processing, are now applied to medical data for improved interpretability. Additionally, this review examines these techniques' efficiency in cancer diagnosis, addresses challenges like data imbalance, and proposes solutions. It serves as a resource for researchers and practitioners, providing insights into current trends and guiding future research in advanced DL for cancer detection.
sj-pdf-1-pss-10.1177_09567976211031847 – Supplemental material for The Psychological Burden of the COVID-19 Pandemic Is Associated With Antisystemic Attitudes and Political Violence
Creators: name: Bartusevičius, Henrikas
name: Bor, Alexander
name: Jørgensen, Frederik
name: Petersen, Michael Bang
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)
subject: Neuroscience

description: Supplemental material, sj-pdf-1-pss-10.1177_09567976211031847 for The Psychological Burden of the COVID-19 Pandemic Is Associated With Antisystemic Attitudes and Political Violence by Henrikas Bartusevičius, Alexander Bor, Frederik Jørgensen and Michael Bang Petersen in Psychological Science
Efficiency of Software Testing Techniques: A~Controlled Experiment Replication and Network Meta-analysis
Creators: name: Gómez, Omar S.
name: Cortés-Verdín, Karen
name: Pardo, César J.
Publisher: name: Institute of Applied Informatics, Wrocław University of Technology, Wrocław
Year: 2017
Subjects: software verification
software testing
controlled experiment
experiment replication
meta-analysis
network meta-analysis
quantitative synthesis

description: e-Informatica Vol. XI, 2017; ISSN 1897-7979
sj-pdf-1-prx-10.1177_00332941211040439 - Supplemental material for Linking Work Values Profiles to Basic Psychological Need Satisfaction and Frustration
Creators: name: Busque-Carrier, Mathieu
name: Ratelle, Catherine F.
name: Le Corff, Yann
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, sj-pdf-1-prx-10.1177_00332941211040439 for Linking Work Values Profiles to Basic Psychological Need Satisfaction and Frustration by Mathieu Busque-Carrier, Catherine F. Ratelle and Yann Le Corff in Psychological Reports
Additional file 3 of Open-source workflow design and management software to interrogate duckweed growth conditions and stress responses
Creators: name: Scott, Madeline
name: de Lange, Orlando
name: Quaranto, Xavaar
name: Cardiff, Ryan
name: Klavins, Eric
Publisher: name: figshare
Year: 2024
Subjects: subject: Artificial Intelligence and Image Processing
subject: FOS: Computer and information sciences

description: Additional file 3: Overview of Aquarium user experience.
sj-pdf-3-trc-10.1177_19400829211032585 - Supplemental material for Understanding Drivers of Unsustainable Natural Resource Use in the Comoro Islands
Creators: name: Ibouroi, Mohamed Thani
name: Dhurham, Said Ali Ousseni
name: Besnard, Aurélien
name: Lescureux, Nicolas
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Geography
subject: 120505 Regional Analysis and Development
subject: FOS: Social and economic geography

description: Supplemental material, sj-pdf-3-trc-10.1177_19400829211032585 for Understanding Drivers of Unsustainable Natural Resource Use in the Comoro Islands by Mohamed Thani Ibouroi, Said Ali Ousseni Dhurham, Aurélien Besnard and Nicolas Lescureux in Tropical Conservation Science
sj-pdf-1-cph-10.1177_17151635211028253 – Supplemental material for Impact of COVID-19 on frontline pharmacists’ roles and services in Canada: The INSPIRE Survey
Creators: name: Lee, Dillon H.
name: Watson, Kaitlyn E.
name: Al Hamarneh, Yazid N.
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: FOS: Clinical medicine

description: Supplemental material, sj-pdf-1-cph-10.1177_17151635211028253 for Impact of COVID-19 on frontline pharmacists’ roles and services in Canada: The INSPIRE Survey by Dillon H. Lee, Kaitlyn E. Watson and Yazid N. Al Hamarneh in Canadian Pharmacists Journal / Revue des Pharmaciens du Canada
NET ZERO DESICCANT ASSISTED EVAPORATIVE COOLING FOR DATA CENTERS
Creators: name: Okposio, David
Publisher: name: Purdue University Graduate School
Year: 2020
Subjects: Computational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)

description: Evaporative cooling is a highly energy efficient alternative to conventional vapor compression cooling system. The sensible cooling effect of evaporative cooling systems is well documented in the literature. Direct evaporative cooling however increases the relative humidity of the air as it cools it. This has made it unsuitable for data centers and other applications where humidity control is important. Desiccant-based dehumidifiers (liquid, solid or composites) absorb moisture from the cooled air to control humidity and is regenerated using waste heat from the data center. This work is an experimental and theoretical investigation of the use of desiccant assisted evaporative cooling for data center cooling according to ASHRAE thermal guidelines, TC 9.9. The thickness (depth) of the cooling pad was varied to study its effect on sensible heat loss and latent heat gain. The velocity of air through the pad was measured to determine its effect on sensible cooling. The flow rate of water over the pad was also varied to find the optimal flow for rate for dry bulb depression. The configuration was such that the rotary desiccant wheel (impregnated with silica gel) comes after the direct evaporative cooler. The rotary desiccant wheel was split in a 1:1 ratio for cooling and reactivation at lower temperatures. The dehumidification effectiveness of a fixed bed desiccant dehumidifier was compared with that of a rotary desiccant wheel and a thermoelectric dehumidifier. A novel condensate recovery system using the Peltier effect was proposed to recover moisture from the return air stream, (by cooling the return air stream below its dew point temperature) thereby optimizing the water consumption of evaporative cooling technology and providing suitable air quality for data center cooling. The moisture recovery unit was found to reduce the mass of water lost through evaporation by an average of fifty percent irrespective of the pad depth.
Additional file 1 of Effectiveness of a standardized scenario in teaching the management of pediatric diabetic ketoacidosis (DKA) to residents: a simulation cross-sectional study
Creators: name: Monzani, Alice
name: Corti, Elena
name: Scalogna, Antonio
name: Savastio, Silvia
name: Pozzi, Erica
name: Sainaghi, Pier Paolo
name: Corte, Francesco Della
name: Rabbone, Ivana
Publisher: name: figshare
Year: 2024
Subjects: Medicine
Biotechnology
Biological Sciences not elsewhere classified
Developmental Biology
Science Policy

description: Supplementary Material 1
sj-docx-1-ema-10.1177_17411432211034172 - Supplemental material for Gender, networks and academic leadership: A systematic review
Creators: name: van Helden, Daphne L
name: den Dulk, Laura
name: Steijn, Bram
name: Vernooij, Meike W
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: Education
subject: 150310 Organisation and Management Theory
subject: FOS: Economics and business

description: Supplemental material, sj-docx-1-ema-10.1177_17411432211034172 for Gender, networks and academic leadership: A systematic review by Daphne L van Helden, Laura den Dulk, Bram Steijn and Meike W Vernooij in Educational Management Administration & Leadership