cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Karatsuba Matrix Multiplication and its Efficient Custom Hardware Implementations
Creators: name: Pogue, Trevor E.
name: Nicolici, Nicola
Publisher: name: arXiv
Year: 2025
Subjects: subject: Hardware Architecture (cs.AR)
subject: Artificial Intelligence (cs.AI)
subject: Performance (cs.PF)
subject: FOS: Computer and information sciences

description: While the Karatsuba algorithm reduces the complexity of large integer multiplication, the extra additions required minimize its benefits for smaller integers of more commonly-used bitwidths. In this work, we propose the extension of the scalar Karatsuba multiplication algorithm to matrix multiplication, showing how this maintains the reduction in multiplication complexity of the original Karatsuba algorithm while reducing the complexity of the extra additions. Furthermore, we propose new matrix multiplication hardware architectures for efficiently exploiting this extension of the Karatsuba algorithm in custom hardware. We show that the proposed algorithm and hardware architectures can provide real area or execution time improvements for integer matrix multiplication compared to scalar Karatsuba or conventional matrix multiplication algorithms, while also supporting implementation through proven systolic array and conventional multiplier architectures at the core. We provide a complexity analysis of the algorithm and architectures and evaluate the proposed designs both in isolation and in an end-to-end deep learning accelerator system compared to baseline designs and prior state-of-the-art works implemented on the same type of compute platform, demonstrating their ability to increase the performance-per-area of matrix multiplication hardware.
description: Accepted for publication in IEEE Transactions on Computers; Associated source code available on github at https://github.com/trevorpogue/algebraic-nnhw
Euxestonotus : Fouts 1925
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Euxestonotus

description: Genus Euxestonotus Fouts, 1925
Eoxestonotus Debauche, 1947: 267.
Euxestonotus: Fouts 1925: 98. Type species: Platygaster error Fitch, 1861, by original designation.
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on page 72, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
Additional file 3: of Three members of Medicago truncatula ST family are ubiquitous during development and modulated by nutritional status (MtST1) and dehydration (MtST2 and MtST3)
Creators: name: LucĂ­A Albornos
name: MartĂ­N, Ignacio
name: Labrador, Emilia
name: Dopico, Berta
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Ecology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology

description: Medicago truncatula plants along its development. (PDF 3399 kb)
Euxestonotus deimos : Buhl 1998
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Euxestonotus
Euxestonotus deimos

description: Euxestonotus deimos Buhl, 1998
Euxestonotus deimos: Buhl 1998: 248.
Material examined: 1♀ TOGO, village Amakpave, river Haho at border between Région Maritime and Région des Plateaux, bridge of main road over Haho river (06°46'22"N 01°10'44"E), 80 m, 6.iv.2008, swept in Panicum maximum Jacq. and Zea mays L., M. von Tschirnhaus.
Remarks: This specimen differs from the holotype (from Ivory Coast) in having the mesoscutum smooth (except at anterior ends of notauli), antennae dark brown and legs generally medium brown.
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on page 73, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
Cheiroseius cyclanalis Ma 2000
Creators: name: De Moraes, Gilberto J.
name: Britto, Erika P. J.
name: Mineiro, Jefferson L. De C.
name: Halliday, Bruce
Publisher: name: Zenodo
Year: 2016
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Mesostigmata
Ascidae
Cheiroseius
Cheiroseius cyclanalis

description: Cheiroseius cyclanalis Ma, 2000
Cheiroseius cyclanalis Ma, 2000b: 152.
Cheiroseius cyclanalis.— Zhang & Fan, 2010: 284.
TYPE DEPOSITORY: National Base of Plague and Brucellosis Control, Baicheng City, Jilin Province, China. TYPE LOCALITY AND HABITAT: Baicheng, Jilin, China, in humus on soil in woods of poplar [Plantae: Salicaceae].
description: Published as part of De Moraes, Gilberto J., Britto, Erika P. J., Mineiro, Jefferson L. De C. & Halliday, Bruce, 2016, Catalogue of the mite families Ascidae Voigts & Oudemans, Blattisociidae Garman and Melicharidae Hirschmann (Acari: Mesostigmata), pp. 1-299 in Zootaxa 4112 (1) on pages 141-142, DOI: 10.11646/zootaxa.4112.1.1, http://zenodo.org/record/399477
Cheiroseius digitalis Karg 1977
Creators: name: De Moraes, Gilberto J.
name: Britto, Erika P. J.
name: Mineiro, Jefferson L. De C.
name: Halliday, Bruce
Publisher: name: Zenodo
Year: 2016
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Mesostigmata
Ascidae
Cheiroseius
Cheiroseius digitalis

description: Cheiroseius digitalis Karg, 1977
Cheiroseius digitalis Karg, 1977c: 297.
Cheiroseius (Cheiroseius) digitalis.— Karg, 1981: 63; 1998a: 54.
TYPE DEPOSITORY: Zoologischen Abteilung des Ungarischen Naturwissenschaftlichen Museums, Budapest, Hungary.
TYPE LOCALITY AND HABITAT: Misituni, Parinacota, Tarapaca, Chile, on lake bank.
description: Published as part of De Moraes, Gilberto J., Britto, Erika P. J., Mineiro, Jefferson L. De C. & Halliday, Bruce, 2016, Catalogue of the mite families Ascidae Voigts & Oudemans, Blattisociidae Garman and Melicharidae Hirschmann (Acari: Mesostigmata), pp. 1-299 in Zootaxa 4112 (1) on page 142, DOI: 10.11646/zootaxa.4112.1.1, http://zenodo.org/record/399477
Cheiroseius dromadis Evans & Hyatt 1960
Creators: name: De Moraes, Gilberto J.
name: Britto, Erika P. J.
name: Mineiro, Jefferson L. De C.
name: Halliday, Bruce
Publisher: name: Zenodo
Year: 2016
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Mesostigmata
Ascidae
Cheiroseius
Cheiroseius dromadis

description: Cheiroseius dromadis (Evans & Hyatt, 1960)
Sejus dromadis Evans & Hyatt, 1960: 62.
Cheiroseius dromadis.— Bregetova, 1977a: 188.
Cheiroseius (Cheiroseius) dromadis.— Karg, 1981: 63; 1993: 260.
TYPE DEPOSITORY: British Museum (Natural History), London, England; accession number 1959.I.20.103. TYPE LOCALITY AND HABITAT: Canterbury, Kent, England, in cow dung.
description: Published as part of De Moraes, Gilberto J., Britto, Erika P. J., Mineiro, Jefferson L. De C. & Halliday, Bruce, 2016, Catalogue of the mite families Ascidae Voigts & Oudemans, Blattisociidae Garman and Melicharidae Hirschmann (Acari: Mesostigmata), pp. 1-299 in Zootaxa 4112 (1) on page 142, DOI: 10.11646/zootaxa.4112.1.1, http://zenodo.org/record/399477
Cheiroseius dungeri Karg 1971
Creators: name: De Moraes, Gilberto J.
name: Britto, Erika P. J.
name: Mineiro, Jefferson L. De C.
name: Halliday, Bruce
Publisher: name: Zenodo
Year: 2016
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Mesostigmata
Ascidae
Cheiroseius
Cheiroseius dungeri

description: Cheiroseius dungeri Karg, 1971
Cheiroseius dungeri Karg, 1971a: 1.
Cheiroseius (Cheiroseius) dungeri.— Karg, 1981: 67; 1993: 260. Cheiroseius dungeri.—Karg, 2006: 159.
TYPE DEPOSITORY: Institute of Plant Protection Research, Kleinmachnow, Germany. TYPE LOCALITY AND HABITAT: Böhlen, Leipzig, Germany, in soil.
description: Published as part of De Moraes, Gilberto J., Britto, Erika P. J., Mineiro, Jefferson L. De C. & Halliday, Bruce, 2016, Catalogue of the mite families Ascidae Voigts & Oudemans, Blattisociidae Garman and Melicharidae Hirschmann (Acari: Mesostigmata), pp. 1-299 in Zootaxa 4112 (1) on page 142, DOI: 10.11646/zootaxa.4112.1.1, http://zenodo.org/record/399477
MOESM5 of Genome analysis of Clostridium perfringens isolates from healthy and necrotic enteritis infected chickens and turkeys
Creators: name: Ronco, Troels
name: Stegger, Marc
name: Ng, Kim
name: Lilje, Berit
name: Lyhs, Ulrike
name: Paal Andersen
name: Pedersen, Karl
Publisher: name: Figshare
Year: 2017
Subjects: subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: Evolutionary Biology
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: 60506 Virology

description: Additional file 5. NT and AA sequence of the putative collagen adhesion gene cnaD.
Euxestonotus (Cylindrostonotus) Buhl 2014, subg. n.
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Euxestonotus

description: Cylindrostonotus subg. n.
Etymology: The prefix is derived from Latin cylindrus (cylindric); in reference to the characteristic metasoma with one large cylinder of a tergite behind petiole. The end of the name is the last part of the name of the genus of which this subgenus is a part.
Type species: Euxestonotus lissogastrus sp. n.
Diagnosis: Differs from Euxestonotus s. str. in having female metasoma consisting of only two tergites, the petiole and a large fused one (approaching appearance of metasoma of Holocoeliella Huggert, 1981; but the latter has Platygaster -like mesosoma).
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on page 73, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
MOESM5 of Genome analysis of Clostridium perfringens isolates from healthy and necrotic enteritis infected chickens and turkeys
Creators: name: Ronco, Troels
name: Stegger, Marc
name: Ng, Kim
name: Lilje, Berit
name: Lyhs, Ulrike
name: Paal Andersen
name: Pedersen, Karl
Publisher: name: Figshare
Year: 2017
Subjects: subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: Evolutionary Biology
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology

description: Additional file 5. NT and AA sequence of the putative collagen adhesion gene cnaD.
Cheiroseius euacuminis Karg 2006
Creators: name: De Moraes, Gilberto J.
name: Britto, Erika P. J.
name: Mineiro, Jefferson L. De C.
name: Halliday, Bruce
Publisher: name: Zenodo
Year: 2016
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Mesostigmata
Ascidae
Cheiroseius
Cheiroseius euacuminis

description: Cheiroseius euacuminis Karg, 2006
Cheiroseius euacuminis Karg, 2006: 156.
TYPE DEPOSITORY: Museum für Naturkunde, Berlin, Germany.
TYPE LOCALITY AND HABITAT: between Otavalo and Selva Alegre, Ecuador, in soil of a meadow.
description: Published as part of De Moraes, Gilberto J., Britto, Erika P. J., Mineiro, Jefferson L. De C. & Halliday, Bruce, 2016, Catalogue of the mite families Ascidae Voigts & Oudemans, Blattisociidae Garman and Melicharidae Hirschmann (Acari: Mesostigmata), pp. 1-299 in Zootaxa 4112 (1) on page 142, DOI: 10.11646/zootaxa.4112.1.1, http://zenodo.org/record/399477
Additional file 3: of Three members of Medicago truncatula ST family are ubiquitous during development and modulated by nutritional status (MtST1) and dehydration (MtST2 and MtST3)
Creators: name: LucĂ­A Albornos
name: MartĂ­N, Ignacio
name: Labrador, Emilia
name: Dopico, Berta
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Ecology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology

description: Medicago truncatula plants along its development. (PDF 3399 kb)
Fidiobia : Ashmead 1894
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Fidiobia

description: Genus Fidiobia Ashmead, 1894
Rosneta Brues, 1909: 157.
Triclavus Brèthes, 1916: 411.
Fahringeria Kieffer, 1921: 68.
Platyllotropa Szelényi, 1938: 126.
Fidiobia: Ashmead 1894: 170. Type species: Fidiobia flavipes Ashmead, 1894, by monotypy.
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on page 74, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
Experimental realization of scanning quantum microscopy
Creators: name: Gili, V. F.
name: Piccinini, C.
name: Arabi, M. Safari
name: Kumar, P.
name: Besaga, V.
name: Brambila, E.
name: Gräfe, M.
name: Pertsch, T.
name: Setzpfandt, F.
Publisher: name: arXiv
Year: 2025
Subjects: subject: Quantum Physics (quant-ph)
subject: Applied Physics (physics.app-ph)
subject: Optics (physics.optics)
subject: FOS: Physical sciences

description: Quantum imaging is an ever expanding research field, in which the aim is to exploit the quantum nature of light to enhance image reconstruction capabilities. Despite a number of successful demonstrations for quantum imaging, quantum microscopy still seems out of the range for practical applications, due to different physical and technical reasons. Here we propose an imaging method exploiting the quantum correlations of photon pairs and a scanning microscope to achieve fast, single mode quantum imaging. We first test our technique on a metal grating to estimate the resolution capabilities of our system. Moreover, we asses its potential in terms of the number of available independent pixels at full resolution compared to different quantum imaging approaches. Finally, we demonstrate scanning quantum microscopy of onion epithelial cells, paving the way towards scalable quantum microscopy for bio-physical applications. Our results, combined with the rapidly evolving photon-pair generation and detection technology towards the mid-infrared, could lead to an extension of quantum microscopy applications towards the mid-infrared, to access the molecular fingerprint region.
Molecular Dynamics and Machine Learning Unlock Possibilities in Beauty Design -- A Perspective
Creators: name: Xu, Yuzhi
name: Ni, Haowei
name: Gao, Qinhui
name: Chang, Chia-Hua
name: Huo, Yanran
name: Zhao, Fanyu
name: Hu, Shiyu
name: Xia, Wei
name: Zhang, Yike
name: Grovu, Radu
name: He, Min
name: Zhang, John. Z. H.
name: Wang, Yuanqing
Publisher: name: arXiv
Year: 2024
Subjects: subject: Chemical Physics (physics.chem-ph)
subject: Artificial Intelligence (cs.AI)
subject: Machine Learning (cs.LG)
subject: FOS: Physical sciences
subject: FOS: Computer and information sciences

description: Computational molecular design -- the endeavor to design molecules, with various missions, aided by machine learning and molecular dynamics approaches, has been widely applied to create valuable new molecular entities, from small molecule therapeutics to protein biologics. In the small data regime, physics-based approaches model the interaction between the molecule being designed and proteins of key physiological functions, providing structural insights into the mechanism. When abundant data has been collected, a quantitative structure-activity relationship (QSAR) can be more directly constructed from experimental data, from which machine learning can distill key insights to guide the design of the next round of experiment design. Machine learning methodologies can also facilitate physical modeling, from improving the accuracy of force fields and extending them to unseen chemical spaces, to more directly enhancing the sampling on the conformational spaces. We argue that these techniques are mature enough to be applied to not just extend the longevity of life, but the beauty it manifests. In this perspective, we review the current frontiers in the research \& development of skin care products, as well as the statistical and physical toolbox applicable to addressing the challenges in this industry. Feasible interdisciplinary research projects are proposed to harness the power of machine learning tools to design innovative, effective, and inexpensive skin care products.
Multiple Regression for Matrix and Vector Predictors: Models, Theory, Algorithms, and Beyond
Creators: name: Lin, Meixia
name: Zeng, Ziyang
name: Zhang, Yangjing
Publisher: name: arXiv
Year: 2024
Subjects: subject: Optimization and Control (math.OC)
subject: FOS: Mathematics

description: Matrix regression plays an important role in modern data analysis due to its ability to handle complex relationships involving both matrix and vector variables. We propose a class of regularized regression models capable of predicting both matrix and vector variables, accommodating various regularization techniques tailored to the inherent structures of the data. We establish the consistency of our estimator when penalizing the nuclear norm of the matrix variable and the $\ell_1$ norm of the vector variable. To tackle the general regularized regression model, we propose a unified framework based on an efficient preconditioned proximal point algorithm. Numerical experiments demonstrate the superior estimation and prediction accuracy of our proposed estimator, as well as the efficiency of our algorithm compared to the state-of-the-art solvers.
Fidiobia semirufa Buhl 2014, sp. n.
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Fidiobia
Fidiobia semirufa

description: Fidiobia semirufa sp. n.
Figs 13, 14
Etymology: From Latin semi and rufa, meaning “half-red”; in reference to the probably characteristic colour of this species.
Diagnosis: Antennae of male clavate, 9-segmented, with short A3 and A7–A8 distinctly transverse; mesoscutum reticulate-coriaceous, without notauli; body brightly coloured.
Description:
Male.
Body length 0.55 mm. Body light reddish brown with vertex, mesoscutum except anteriorly, and a large mid part of T2 darkened, blackish; A1–A5 and legs including coxae pale yellowish, A6–A9 slightly more brownish. Head from above (Fig. 13) 2.3× as wide as long, as wide as mesosoma, dull, finely and uniformly reticulate­coriaceous. OOL hardly half as long as LOL, about equal to longer diameter of lateral ocellus. Head in frontal view 1.2× as wide as high. Antenna (Fig. 14) with A1 0.7× as long as height of head, as long as distance between inner orbits; A3 distinctly widened. Mesosoma 1.15× as long as wide, 1.4× as wide as high, finely reticulate­coriaceous, strongest on mesoscutum, this (and scutellum) being evenly covered by sparse, white setae, without notauli. Scutellum much more finely sculptured than mesoscutum, 3.0× as wide as long, 0.35× as long as mesoscutum. Metapleuron with a white, foamy structure along margins (except the anterior one), dorsal areas of propodeum also covered by white, foamy structures. Fore wing almost clear, about as long as entire body, 2.65× as long as wide, with fine and dense microtrichia; submarginal vein pale, 0.18× as long as wing; marginal cilia 0.1× width of wing. Hind wing with marginal cilia 0.4× width of wing. Metasoma 0.9× as long as mesosoma, narrower than the latter (11:14), smooth. T2 1.1× as wide as long, with two whitish transverse basal foveae to about 0.15 of length.
Comparison: A characteristic Afrotropical species on account of shape of antennae in combination with colouration and lack of notauli. Most similar to F. citri (Nixon, 1969) from Jamaica, but that species has distinctly more slender flagellar segments.
Holotype: ♂ TOGO: Région des Plateaux, Zogbégan, village part Zogbégan­Carriére (SE of Badou), at creek Elèbè, V-shaped valley near cocoa plantation downstream of village (07°34'50"N 00°40'03"E), 20–25. iv. 2008, 650 m, remains of secondary rainforest, swept, M. von Tschirnhaus.
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on pages 75-76, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
Single-molecule Scale Magnetic Resonance Spectroscopy using Nitrogen-Vacancy Centers in Diamond
Creators: name: Du, Jiangfeng
name: Shi, Fazhan
name: Kong, Xi
name: Jekezko, Fedor
name: Wrachtrup, Jörg
Publisher: name: arXiv
Year: 2025
Subjects: subject: Quantum Physics (quant-ph)
subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: Applied Physics (physics.app-ph)
subject: Instrumentation and Detectors (physics.ins-det)
subject: FOS: Physical sciences

description: Single-molecule technology stands as a powerful tool, enabling the characterization of intricate structural and dynamic information that would otherwise remain concealed within the averaged behaviors of numerous molecules. This technology finds extensive application across diverse fields including physics, chemistry, biology, and medicine. Quantum sensing, particularly leveraging nitrogen-vacancy (NV) centers within diamond structures, presents a promising avenue for single-molecule magnetic resonance, offering prospects for sensing and imaging technology at the single-molecule level. Notably, while significant strides have been made in single-molecule scale magnetic resonance using NV centers over the past two decades, current approaches still exhibit limitations in magnetic sensitivity, spectral resolution, and spatial resolution. Particularly, the full reconstruction of three-dimensional positions of nuclear spins within single molecules remains an unattained goal. This review provides a comprehensive overview of the current state-of-the-art in single-molecule scale magnetic resonance, encompassing an analysis of various relevant techniques involving NV centers. Additionally, it explores the optimization of technical parameters associated with these methods. This detailed analysis serves as a foundation for the development of new technologies and the exploration of potential applications.
description: 68 pages, 46 figures, 7 figures
Cheiroseius eutarsalis Karg 1998
Creators: name: De Moraes, Gilberto J.
name: Britto, Erika P. J.
name: Mineiro, Jefferson L. De C.
name: Halliday, Bruce
Publisher: name: Zenodo
Year: 2016
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Mesostigmata
Ascidae
Cheiroseius
Cheiroseius eutarsalis

description: Cheiroseius eutarsalis Karg, 1998
Cheiroseius (Cheiroseius) eutarsalis Karg, 1998a: 58. Cheiroseius eutarsalis.—Karg, 2006: 158.
TYPE DEPOSITORY: Museums für Naturkunde, Berlin, Germany. TYPE LOCALITY AND HABITAT: 34 km from the road-junction to Santa Barbara, Ecuador, in moss from beside waterfall.
description: Published as part of De Moraes, Gilberto J., Britto, Erika P. J., Mineiro, Jefferson L. De C. & Halliday, Bruce, 2016, Catalogue of the mite families Ascidae Voigts & Oudemans, Blattisociidae Garman and Melicharidae Hirschmann (Acari: Mesostigmata), pp. 1-299 in Zootaxa 4112 (1) on page 142, DOI: 10.11646/zootaxa.4112.1.1, http://zenodo.org/record/399477
Fitting the seven-parameter Generalized Tempered Stable distribution to the financial data
Creators: name: Nzokem, Aubain
name: Maposa, Daniel
Publisher: name: arXiv
Year: 2024
Subjects: subject: Statistical Finance (q-fin.ST)
subject: Probability (math.PR)
subject: FOS: Economics and business
subject: FOS: Mathematics

description: The paper proposes and implements a methodology to fit a seven-parameter Generalized Tempered Stable (GTS) distribution to financial data. The nonexistence of the mathematical expression of the GTS probability density function makes the maximum likelihood estimation (MLE) inadequate for providing parameter estimations. Based on the function characteristic and the fractional Fourier transform (FRFT), we provide a comprehensive approach to circumvent the problem and yield a good parameter estimation of the GTS probability. The methodology was applied to fit two heavily tailed data (Bitcoin and Ethereum returns) and two peaked data (S\&P 500 and SPY ETF returns). For each index, the estimation results show that the six-parameter estimations are statistically significant except for the local parameter, $μ$. The goodness-of-fit was assessed through Kolmogorov-Smirnov, Anderson-Darling, and Pearson's chi-squared statistics. While the two-parameter geometric Brownian motion (GBM) hypothesis is always rejected, the GTS distribution fits significantly with a very high p-value; and outperforms the Kobol, Carr-Geman-Madan-Yor, and Bilateral Gamma distributions.
description: 38 pages
Gastrotrypes : Brues 1922
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Gastrotrypes

description: Genus Gastrotrypes Brues, 1922
Gastrotrypes: Brues 1922: 270. Type species: Gastrotrypes spatulatus Brues, 1922, by original designation.
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on page 78, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
Gastrotrypes spatulatus : Brues 1922
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Gastrotrypes
Gastrotrypes spatulatus

description: Gastrotrypes spatulatus Brues, 1922
Gastrotrypes spatulatus: Brues 1922: 271.
Material examined: 2♀ TOGO, Région des Plateaux, Ouwé NW of Gbadi Nkougna (SE of Badou), at creek Ouwé (07°29'32"N 00°41'56"E), 25.iv. 2008, 590 m, remains of secondary rainforest, swept; 1♀ Région des Plateaux, Mont Agou NE of Agou Gadzépé, SE of Kpalimé (06°52'23"N 00°44'57"E), 17.iv.2008, 940– 985 m, remains of secondary rainforest, downwards along road from mountain peak, swept; 1♀ Région des Plateaux, Manma­Kopé N of Gbadi Nkougna, SE of Badou (07°27'02"N 00°41'59"E), 25.iv. 2008, 660 m, plantation (coffee, oilpalm, Acacia), swept above sawdust. All M. von Tschirnhaus.
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on page 78, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
Generalized and new solutions of the NRT nonlinear Schrödinger equation
Creators: name: Gordoa, P. R.
name: Pickering, A.
name: Puertas-Centeno, D.
name: Toranzo, E. V.
Publisher: name: arXiv
Year: 2024
Subjects: subject: Mathematical Physics (math-ph)
subject: Quantum Physics (quant-ph)
subject: FOS: Physical sciences

description: In this paper we present new solutions of the non-linear Schröodinger equation proposed by Nobre, Rego-Monteiro and Tsallis for the free particle, obtained from different Lie symmetry reductions. Analytical expressions for the wave function, the auxiliary field and the probability density are derived using a variety of approaches. Solutions involving elliptic functions, Bessel and modified Bessel functions, as well as the inverse error function are found, amongst others. On the other hand, a closed-form expression for the general solution of the traveling wave ansatz (see Bountis and Nobre) is obtained for any real value of the nonlinearity index. This is achieved through the use of the so-called generalized trigonometric functions as defined by Lindqvist and Drábek, the utility of which in analyzing the equation under study is highlighted throughout the paper.
Additional file 2: Table S1. of Proteomics-based identification of differentially abundant proteins reveals adaptation mechanisms of Xanthomonas citri subsp. citri during Citrus sinensis infection
Creators: name: Moreira, Leandro
name: Soares, Márcia
name: Facincani, Agda
name: Ferreira, Cristiano
name: Ferreira, Rafael
name: Ferro, Maria
name: Fábio Gozzo
name: Érica Felestrino
name: Assis, Renata
name: Garcia, Camila
name: Setubal, João
name: Ferro, Jesus
name: Oliveira, Julio
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biophysics
subject: Biochemistry
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology

description: Up and Down-regulated protein in infectious conditions. (DOCX 62 kb)
Additional file 1: of Quantifying phenotype-environment matching in the protected Kerry spotted slug (Mollusca: Gastropoda) using digital photography: exposure to UV radiation determines cryptic colour morphs
Creators: name: OâHanlon, Aidan
name: Feeney, Kristina
name: Dockery, Peter
name: Gormally, Michael
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: Ecology
subject: FOS: Biological sciences
subject: Hematology

description: Table S1. Description of study sites. Table S2. Results of a one-way ANOVA comparing mean slug and substrate RGB reflectance values between sites of the same habitat type. Table S3. Results of a one-way ANOVA comparing mean RGB reflectance values between groups prior to diet experiments; and results of an independent samples t test comparing RGB reflectance values between groups prior to UV and darkness experiments. (DOCX 18 kb)
Additional file 4: of Three members of Medicago truncatula ST family are ubiquitous during development and modulated by nutritional status (MtST1) and dehydration (MtST2 and MtST3)
Creators: name: LucĂ­A Albornos
name: MartĂ­N, Ignacio
name: Labrador, Emilia
name: Dopico, Berta
Publisher: name: Figshare
Year: 2017
Subjects: subject: 29999 Physical Sciences not elsewhere classified
subject: FOS: Physical sciences
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Ecology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Science Policy
subject: Plant Biology

description: Agarose (2%) gel electrophoresis of sqRT-PCR products. (PDF 850 kb)
Enhancing CNN Classification with Lamarckian Memetic Algorithms and Local Search
Creators: name: Ghosh, Akhilbaran
name: Kalidindi, Rama Sai Adithya
Publisher: name: arXiv
Year: 2024
Subjects: subject: Computer Vision and Pattern Recognition (cs.CV)
subject: FOS: Computer and information sciences

description: Optimization is critical for optimal performance in deep neural networks (DNNs). Traditional gradient-based methods often face challenges like local minima entrapment. This paper explores population-based metaheuristic optimization algorithms for image classification networks. We propose a novel approach integrating a two-stage training technique with population-based optimization algorithms incorporating local search capabilities. Our experiments demonstrate that the proposed method outperforms state-of-the-art gradient-based techniques, such as ADAM, in accuracy and computational efficiency, particularly with high computational complexity and numerous trainable parameters. The results suggest that our approach offers a robust alternative to traditional methods for weight optimization in convolutional neural networks (CNNs). Future work will explore integrating adaptive mechanisms for parameter tuning and applying the proposed method to other types of neural networks and real-time applications.
description: Accepted in IEEE SPARC 2024
Inostemma : Haliday 1833
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Inostemma

description: Genus Inostemma Haliday, 1833
Acerota Förster, 1856: 107.
Ceratopsilus Kieffer, 1913 a: 462.
Brachinostemma Kieffer, 1916: 551.
Inocerota Szelényi, 1939: 121.
Inostemma: Haliday 1833: 270. Type species: Psilus boscii Jurine, 1807, by monotypy.
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on page 78, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
Cheiroseius feideri Solomon 1984
Creators: name: De Moraes, Gilberto J.
name: Britto, Erika P. J.
name: Mineiro, Jefferson L. De C.
name: Halliday, Bruce
Publisher: name: Zenodo
Year: 2016
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Mesostigmata
Ascidae
Cheiroseius
Cheiroseius feideri

description: Cheiroseius feideri Solomon, 1984
Cheiroseius feideri Solomon, 1984: 24.
TYPE DEPOSITORY: not stated.
TYPE LOCALITY AND HABITAT: Romania, on unstated substrate.
description: Published as part of De Moraes, Gilberto J., Britto, Erika P. J., Mineiro, Jefferson L. De C. & Halliday, Bruce, 2016, Catalogue of the mite families Ascidae Voigts & Oudemans, Blattisociidae Garman and Melicharidae Hirschmann (Acari: Mesostigmata), pp. 1-299 in Zootaxa 4112 (1) on page 142, DOI: 10.11646/zootaxa.4112.1.1, http://zenodo.org/record/399477
Inostemma tschirnhausi Buhl 2014, sp. n.
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Inostemma
Inostemma tschirnhausi

description: Inostemma tschirnhausi sp. n.
Figs 16, 17
Etymology: Named after the collector, M. von Tschirnhaus.
Diagnosis: Head twice as wide as long, without excavation on vertex; female A1 with only a very narrow lamella, slightly longer than following six segments combined; female A4 very slightly longer than wide; horn of female T1 very slightly surpassing anterior margin of mesosoma.
Description:
Female.
Body length 1.0 mm. Black; antennae, mandibles, tegulae and legs including coxae dark brown; trochanters, most of fore tibiae, base and apex of mid and hind tibiae, and segments 1–4 of all tarsi light brown. Head from above (Fig. 16) 2.0× as wide as long, 1.2× as wide as mesosoma, almost uniformly reticulate-coriaceous with small meshes, transversely so just above antennal sockets; vertex not concave. LOL about twice as long as OOL. Head in frontal view 1.4× as wide as high. Antenna (Fig. 17) with A1 slightly longer than following six segments combined, 0.8× as long as height of head, 0.9× as long as distance between inner orbits; A3 1.5× as long as wide, A4 very slightly longer than wide. Mesosoma 1.3× as long as wide, slightly more than 1.1× as wide as high. Sides of pronotum reticulate-coriaceous, smoother antero-medially. Mesoscutum finely reticulate­coriaceous, with complete notauli which posteriorly are widened and sculptured. Scutellum flat and smooth. Fore wing whitish (not completely clear but colourless), almost reaching apex of metasoma, 2.5× as long as wide, with fine and dense microtrichia; subcostal vein medium brown, 0.3× length of wing; marginal cilia very short. Hind wing 5.0× as long as wide; marginal cilia 0.2× width of wing. Metasoma 1.25× as long as head and mesosoma combined, 0.9× as wide as mesosoma. Horn of T1 very slightly surpassing anterior margin of mesosoma, longitudinally striated dorsally and laterally. T2 slightly longer than wide (14:13), finely striated laterally in anterior half, smooth posteriorly. T3–T6 with fine microsculpture and setae, combined slightly shorter than T2 (13:14), T6 as long as wide.
Comparison: This species runs to I. nitidum Sundholm, 1970, in Buhl’s (2011 b) key to Afrotropical Inostemma, but that species has vertex slightly excavated, A1 only as long as A2–A6 combined, fore wing 2.7× as long as wide, female metasoma as long as head and mesosoma combined, horn of T1 brown and dorsally smooth, and T6 1.5× as wide as long.
Holotype: ♀ TOGO: Région des Plateaux, Kougnohou, at river Kpon (07°41'22"N 00°47'44"E), 23.iv. 2008, 560 m, swept, M. von Tschirnhaus.
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on pages 78-79, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
MOESM4 of Metabolic engineering of Rhodopseudomonas palustris for the obligate reduction of n-butyrate to n-butanol
Creators: name: Doud, Devin
name: Holmes, Eric
name: Richter, Hanno
name: Molitor, Bastian
name: Jander, Georg
name: Largus Angenent
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Space Science
subject: Molecular Biology
subject: Pharmacology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Computational Biology

description: Additional file 4. Structure, containing Figure S3.
Cheiroseius fenghuangensis Bei, Zhou & Chen 2010
Creators: name: De Moraes, Gilberto J.
name: Britto, Erika P. J.
name: Mineiro, Jefferson L. De C.
name: Halliday, Bruce
Publisher: name: Zenodo
Year: 2016
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Mesostigmata
Ascidae
Cheiroseius
Cheiroseius fenghuangensis

description: Cheiroseius fenghuangensis Bei, Zhou & Chen, 2010
Cheiroseius fenghuangensis Bei, Zhou & Chen, 2010: 262.
TYPE DEPOSITORY: Department of Entomology, College of Plant Protection, Shenyang Agricultural University, Liaoning, China.
TYPE LOCALITY AND HABITAT: Fenghuang Mountain, Fengcheng, Liaoning, China, in soil.
NOTE: the morphological characteristics provided in the original description of this species suggest that it could belong to a different genus, but they are not sufficient to indicate to which genus it belongs.
description: Published as part of De Moraes, Gilberto J., Britto, Erika P. J., Mineiro, Jefferson L. De C. & Halliday, Bruce, 2016, Catalogue of the mite families Ascidae Voigts & Oudemans, Blattisociidae Garman and Melicharidae Hirschmann (Acari: Mesostigmata), pp. 1-299 in Zootaxa 4112 (1) on pages 142-143, DOI: 10.11646/zootaxa.4112.1.1, http://zenodo.org/record/399477
Scope and limitations of library metrics for the assessment of ebook usage: COUNTER R5 and link resolver
Creators: name: Echeverria, Mercedes
name: Bustamante, Yacelli
Publisher: name: arXiv
Year: 2025
Subjects: subject: Digital Libraries (cs.DL)
subject: FOS: Computer and information sciences

description: Data are at the heart of electronic resource management in academic libraries. Assessing the usage data of electronic resources has become a prevalent approach to demonstrate the value of digital collections, justify library expenditures, and gain insights into how users interact with library materials. This study analyzes the usage statistics of electronic books (ebooks) generated locally by the OpenURL link resolver in an academic library, and statistics collected by platform vendors based on Release 5 of the Counting Online Usage of Networked Electronic Resource (COUNTER R5). Three content provider platforms (Cambridge Core, EBSCOhost, and ScienceDirect) were analyzed as data sources. The COUNTER and link resolver statistics were examined to determine the degree of association between these two metrics. The Spearman correlation coefficient was moderate (rs > 0.561 and < 0.678) and statistically significant (p < .01). This suggests that these metrics capture different aspects of the usage of ebooks in different contexts. Other factors, such as the types of access to electronic resources and the units of content delivered, were also examined. The study concludes with a discussion regarding the scope and limitations of link resolver and COUNTER R5 as library metrics for measuring the usage of ebooks.
description: https://direct.mit.edu/qss/article/4/4/997/118387/Scope-and-limitations-of-library-metrics-for-the
Iphitrachelus : Haliday 1836
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Iphitrachelus

description: Genus Iphitrachelus Haliday, 1836
Iphitrachelus: Haliday in Walker 1836: 273. Type species: Iphitrachelus lar Haliday, 1836, by monotypy.
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on page 79, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
Additional file 10: of The development and feasibility of a personal health-optimization system for people with bipolar disorder
Creators: name: ĂYstein Eiring
name: NytrĂ¸En, Kari
name: Kienlin, Simone
name: Khodambashi, Soudabeh
name: Nylenna, Magne
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Cell Biology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Developmental Biology
subject: Science Policy
subject: Computational Biology

description: Usability issues and resolutions. Usability issues and resolutions. Issues identified during the user tests, classified under feature and problem category, and their resolution. Problem categories were adapted from Li et al. Usability testing of ANSWER: a web-based methotrexate decision aid for patients with rheumatoid arthritis. BMC Med Inform Decis Mak. 2013;13:131. (DOCX 34Â kb)
Anisotropic magnetism and spin fluctuations in the triangular-lattice spin-liquid candidate NaYbSe$_2$: a single-crystal $^{23}$Na and $^{77}$Se NMR study
Creators: name: Luther, S.
name: Ranjith, K. M.
name: Doert, Th.
name: Wosnitza, J.
name: Kühne, H.
name: Baenitz, M.
Publisher: name: arXiv
Year: 2025
Subjects: subject: Strongly Correlated Electrons (cond-mat.str-el)
subject: FOS: Physical sciences

description: The ytterbium-based delafossite NaYbSe$_2$ is discussed as a prototype for a spin-orbit entangled, effective spin-1/2 triangular spin lattice with emerging antiferromagnetic correlations and a quantum-spin-liquid (QSL) ground state. We report on a comprehensive study of the static and dynamic anisotropic magnetism in single-crystalline samples of NaYbSe$_2$, using NMR spectroscopy as a local-probe technique. We performed $^{23}$Na and $^{77}$Se NMR measurements in magnetic fields up to 16 T, applied along the in-plane and out-of-plane crystallographic directions and at temperatures from 300 down to 0.3 K. We could determine the anisotropic hyperfine contributions from the angular dependence of the $^{23}$Na and $^{77}$Se NMR spectra. In the paramagnetic regime, we probed the temperature dependence of the $^{23}$Na and $^{77}$Se spectral shift and the hyperfine coupling constants for fields applied along the principal crystal axes. The spin-lattice relaxation-rate data indicate critical spin fluctuations and the absence of long-range magnetic order at low magnetic fields and temperatures down to 0.3 K, evidenced by a monotonic increase of $1/T_1$ and associated spectral broadening. This is a clear proof of the evolution of a critical QSL ground state with residual fluctuations down to lowest temperatures. At elevated fields, we observe the emergence of long-range order, as the temperature-dependent $1/T_1$ rate passes through a pronounced maximum at $T_N$ at given field, followed by a decrease at lower temperatures. Further, we find an inhomogeneous broadening of the $^{23}$Na spectra below $T_N$, probing the histogram of the local-field distribution in the presence of the field-induced order.
description: 8 pages, 8 figures
Disentangling sources of multifractality in time series
Creators: name: Kluszczyński, Robert
name: Drożdż, Stanisław
name: Kwapień, Jarosław
name: Stanisz, Tomasz
name: Wątorek, Marcin
Publisher: name: arXiv
Year: 2025
Subjects: subject: Data Analysis, Statistics and Probability (physics.data-an)
subject: FOS: Physical sciences

description: This contribution addresses the question commonly asked in scientific literature about the sources of multifractality in time series. Two primary sources are typically considered. These are temporal correlations and heavy tails in the distribution of fluctuations. Most often, they are treated as two independent components, while true multifractality cannot occur without temporal correlations. The distributions of fluctuations affect the span of the multifractal spectrum only when correlations are present. These issues are illustrated here using series generated by several model mathematical cascades, which by design build correlations into these series. The thickness of the tails of fluctuations in such series is then governed by an appropriate procedure of adjusting them to $q$-Gaussian distributions, and $q$ is treated as a variable parameter that, while preserving correlations, allows to tune these distributions to the desired functional form. Multifractal detrended fluctuation analysis (MFDFA), as the most commonly used practical method for quantifying multifractality, is then used to identify the influence of the thickness of the fluctuation tails in the presence of temporal correlations on the width of multifractal spectra. The obtained results point to the Gaussian distribution, so $q=1$, as the appropriate reference distribution to evaluate the contribution of fatter tails to the width of multifractal spectra. An appropriate procedure is presented to make such estimates.
Iphitrachelus danielssoni : Buhl 2005
Creators: name: Buhl, Peter Neerup
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Platygastridae
Iphitrachelus
Iphitrachelus danielssoni

description: Iphitrachelus danielssoni Buhl, 2005
Iphitrachelus danielssoni: Buhl 2005: 284.
Material examined: 1♂ TOGO, Région des Plateaux, Zoumenou S of Zogbégan, SE of Badou, at creek Iviwou-Zato (07°30'54"N 00°40'54"E), 25.iv. 2008, 670 m, cocoa and coffee plantation, ferns, Araceae, Zingiberaceae, M. von Tschirnhaus.
description: Published as part of Buhl, Peter Neerup, 2014, New species and new records of Platygastrinae and Sceliotrachelinae from Togo (Hymenoptera: Platygastridae), pp. 68 in African Invertebrates 55 (1) on page 79, DOI: 10.5733/afin.055.0106, http://zenodo.org/record/7649696
Additional file 1: Table S1. of Conditions of gestation, childbirth and childhood associated with C-peptide in young adults in the 1982 Birth Cohort in Pelotas-RS; Brazil
Creators: name: Andrade, Romildo
name: Gigante, Denise
name: Oliveira, Isabel De
name: Horta, Bernardo
Publisher: name: Figshare
Year: 2017
Subjects: subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Science Policy

description: Characteristics of the participants in the 1982 cohort and sample of individuals analyzed in the study. (DOC 67 kb)