cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
SAbyNA D6.1 – Scope, expected  workflow, and overall structure  of the SAbyNA Guidance  Platform
Creators: name: Janer, Gemma
name: Rodriguez, Isabel
name: Barruetabeña, Leire
name: Hanlon, James
name: Cooper, Polly
name: Brown, William
name: Delpivo, Camilla
name: Stephen, Lofts
name: Harrison, Sam
name: Walker, Lee
name: Seddon, Richard
name: Ipiña, Jesús Lopez
name: Simeone, Felice
name: Maison, Armand
name: Mays, Claire
name: Vazquez Campos, Soco
name: Boyles, Matthew
name: Catalán, Julia
name: Wiesner, Mark
Publisher: name: Zenodo
Year: 2020
Subjects: nanotechnology
nano particle
nanoform
engineered nanomaterial
SbD
SSbD
Safe(r) by Design
SAbyNA Guidance Platform

description: This early publication of the H2020 SAbyNA project describes the targeted outcome of the project and describes the work flow to achieve it.

The Description of Work (DoW) included a preliminary description of the scope of the SAbyNA GuidancePlatform (Section 2). The first months of the project have been dedicated to refine the scope of the SAbyNAGuidance Platform and structuring its expected workflow (Section 3). Several working groups have been createdthat started to develop some of the key elements of this platform, which facilitates moving away from abstractdiscussions and helps understanding the implications of different potential workflows. In addition, three existingindustrial case studies of Safe-by-design (SbD) implementation for nanomaterials were analysed with thepreliminary SAbyNA Guidance platform workflow in mind, and lessons derived from this analysis were used torefine the Platform (Section 4).

Understanding the context in which the SAbyNA Guidance Platform will exist at the end of the project is critical.The expected scenario at the end of the SAbyNA project is presented by compiling information on the scope ofother available platforms/portals for SbD and risk assessment of nanomaterials (Section 5). Finally, next stepsforeseen in the development of the SAbyNA Guidance Platform are described (Section 6).
title: Training and evaluating deep learning models on road graphs for traffic prediction using SUMO
Creators: name: Vogel, Erik
Publisher: name: Hochschule Hannover
Year: 2024
Subjects: subject: 004 Informatik

description: The escalation of traffic volume in urban areas poses multifaceted challenges including increased accident risks, congestion, and prolonged travel times. Traditional approaches of expanding road infrastructure face limitations such as space constraints and the potential exacerbation of traffic issues.
Intelligent Transport Systems (ITS) present an alternative strategy to alleviate traffic problems by leveraging data-driven solutions. Central to ITS is traffic prediction, a process vital for applications like Traffic Management and Navigation Systems. 
Recent advancements in traffic prediction have witnessed a surge of interest, particularly in deep learning methods optimized for graph-based data processing, being considered the most promising avenue presently. 
These methods typically rely on real-life datasets containing traffic sensor data such as METR-LA and PeMS. However, the finite nature of real-life data prompts exploration into augmenting training and testing datasets with simulated traffic data. 
This thesis explores the potential of utilizing traffic simulations, employing the microscopic traffic simulator SUMO, to train and test deep learning models for traffic prediction. A framework integrating PyTorch and SUMO is proposed for this purpose, aiming to elucidate the feasibility and effectiveness of using simulated traffic data for enhancing predictive models in traffic management systems.
Reconciling spectroscopy with dynamics in global potential energy surfaces: the case of the astrophysically relevant SiC$_{2}$
Creators: name: Rocha, C. M. R.
name: Linnartz, H.
name: Varandas, A. J. C.
Publisher: name: arXiv
Year: 2022
Subjects: subject: Chemical Physics (physics.chem-ph)
subject: Astrophysics of Galaxies (astro-ph.GA)
subject: FOS: Physical sciences

description: SiC$_2$ is a fascinating molecule due to its unusual bonding and astrophysical importance. In this work, we report the first global potential energy surface (PES) for ground-state SiC$_2$ using the combined-hyperbolic-inverse-power-representation (CHIPR) method and accurate ab initio energies. The calibration grid data is obtained via a general dual-level protocol developed afresh herein that entails both coupled-cluster and multireference configuration interaction energies jointly extrapolated to the complete basis set limit. Such an approach is specially devised to recover much of the spectroscopy from the PES, while still permitting a proper fragmentation of the system to allow for reaction dynamics studies. Besides describing accurately the valence strongly-bound region that includes both the cyclic global minimum and isomerization barriers, the final analytic PES form is shown to properly reproduce dissociation energies, diatomic potentials, and long-range interactions at all asymptotic channels, in addition to naturally reflect the correct permutational symmetry of the potential. Bound vibrational state calculations have been carried out, unveiling an excellent match of the available experimental data on $c$-$\mathrm{SiC}_{2}(^{1}A_1)$. To further exploit the global nature of the PES, exploratory quasi-classical trajectory calculations for the endothermic $\mathrm{C_{2}\!+\!Si}\rightarrow\mathrm{SiC\!+\!C}$ reaction are also performed, yielding thermalized rate coefficients for temperatures up to $5000$ K. The results hint for the prominence of this reaction in the innermost layers of the circumstellar envelopes around carbon-rich stars, thence conceivably playing therein a key contribution to the gas-phase formation of SiC, and eventually, solid SiC dust.
description: Accepted for publication in JCP
Taraxacum officinale
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Taraxacum
Taraxacum officinale

description: Taraxacum officinale aggr.
Artbeschreibung: 5-30 cm hoch. Blattrosette am Grund weissflockig, meist ohne alte Blattreste. Blätter meist tief geteilt, Abschnitte 1-2mal so lang wie breit. Äussere Hüllblätter schmal-lanzettlich, 2,5-4 mm breit, ohne hellen Rand, zur Blütezeit abstehend oder zurückgeschlagen und fast so lang wie die inneren. Früchte hellbraun, Schnabel 2-4mal so lang wie die Frucht.
Blütezeit: 4-5(-10)
Standort und Verbreitung in der Schweiz: Fettwiesen, Wegränder, Äcker / kollin-subalpin(-alpin) / CH
Verbreitung global: Eurosibirisch
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl Fmässig feuchtLichtzahl LhellSalzzeichen--Reaktionszahl Rschwach sauer bis neutral (pH 4.5-7.5)Temperaturzahl Tmontan (Wälder mit Buche, Weisstanne, in den Zentralalpen mit Waldföhre)Nährstoffzahl NnährstoffreichKontinentalitätszahl Ksubozeanisch bis subkontinental (mittlere Luftfeuchtigkeit, mässige Temperaturschwankungen und mässig tiefe Wintertemperaturen)
Volksname Deutscher Name: Gewöhnlicher Löwenzahn, Gebräuchlicher Löwenzahn Nom français: Pissenlit officinal Nome italiano: Tarassaco comune
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
An incidentaloma; not from trauma!
Creators: name: Arooj, Shumaila
Publisher: name: EURORAD
Year: 2018
Subjects: subject: Head and neck
subject: CT
subject: MR
subject: Technical aspects
subject: Neoplasia

description: Clinical History Image Findings Discussion Find Diagnosis Differential Diagnosis
description: female, 14 years
description: Clinical History: A 14-year-old female presented with a slowly progressive hard mass causing pain on the left side of forehead since 1.5 years after a history of minor local trauma two years ago. She seemed to believe that her swelling started after trauma. No other signif... Final Diagnosis: Frontal bone intraosseous hemangioma
Forestier Syndrome - A Rare cause of Dysphagia
Creators: name: Correia, David
Publisher: name: EURORAD
Year: 2018
Subjects: subject: Head and neck
subject: Conventional radiography
subject: Fluoroscopy
subject: Diagnostic procedure
subject: Calcifications / Calculi

description: Clinical History Image Findings Discussion Find Diagnosis Differential Diagnosis
description: female, 53 years
description: Clinical History: A 53 year-old otherwise healthy woman presented with a long standing history of progressive dysphagia, currently to solid foods. Fiberoptic endoscopic evaluation of swallowing and upper gastrointestinal endoscopy were unremarkable. Final Diagnosis: Forestier syndrome (diffuse idiopathic skeletal hyperostosis).
Automatic Camera Control and Directing with an Ultra-High-Definition Collaborative Recording System
Creators: name: Vanherle, Bram
name: Vervoort, Tim
name: Michiels, Nick
name: Bekaert, Philippe
Publisher: name: arXiv
Year: 2022
Subjects: subject: Computer Vision and Pattern Recognition (cs.CV)
subject: Multimedia (cs.MM)
subject: FOS: Computer and information sciences

description: Capturing an event from multiple camera angles can give a viewer the most complete and interesting picture of that event. To be suitable for broadcasting, a human director needs to decide what to show at each point in time. This can become cumbersome with an increasing number of camera angles. The introduction of omnidirectional or wide-angle cameras has allowed for events to be captured more completely, making it even more difficult for the director to pick a good shot. In this paper, a system is presented that, given multiple ultra-high resolution video streams of an event, can generate a visually pleasing sequence of shots that manages to follow the relevant action of an event. Due to the algorithm being general purpose, it can be applied to most scenarios that feature humans. The proposed method allows for online processing when real-time broadcasting is required, as well as offline processing when the quality of the camera operation is the priority. Object detection is used to detect humans and other objects of interest in the input streams. Detected persons of interest, along with a set of rules based on cinematic conventions, are used to determine which video stream to show and what part of that stream is virtually framed. The user can provide a number of settings that determine how these rules are interpreted. The system is able to handle input from different wide-angle video streams by removing lens distortions. Using a user study it is shown, for a number of different scenarios, that the proposed automated director is able to capture an event with aesthetically pleasing video compositions and human-like shot switching behavior.
User Association and Hybrid Beamforming Designs for Cooperative mmWave MIMO Systems
Creators: name: Ni, Pengfei
name: Liu, Rang
name: Li, Ming
name: Liu, Qian
Publisher: name: arXiv
Year: 2022
Subjects: subject: Signal Processing (eess.SP)
subject: FOS: Electrical engineering, electronic engineering, information engineering

description: Hybrid analog and digital beamforming has emerged as a key enabling technology for millimeter wave (mmWave) massive multiple-input multiple-output (MIMO) communication systems since it can balance the trade-off between system performance and hardware efficiency. Owing to the strong ability of central control, cooperative networks show great potential to enhance the spectral efficiency of mmWave communications. In this paper, we consider cooperative mmWave MIMO systems and propose user association and hybrid beamforming design algorithms for three typical hybrid beamforming architectures. The central processing unit (CPU) of the cooperative networks first matches the service pairs of base stations (BSs) and users. Then, an iterative hybrid beamforming design algorithm is proposed to maximize the weighted achievable sum-rate performance of the mmWave MIMO system with fully connected hybrid beamforming architecture. Moreover, a heuristic analog beamforming design algorithm is introduced for the fixed subarray hybrid beamforming architecture. In an effort to further exploit multiple-antenna diversities, we also consider the dynamic subarray architecture and propose a novel antenna design algorithm for the analog beamforming design. Simulation results illustrate that the proposed hybrid beamforming algorithms achieve a significant performance improvement than other existing approaches and the dynamic subarray architecture has great advantages of improving the energy efficiency (EE) performance.
description: 14 pages, 10 figures, accepted by TSIPN
Taraxacum pacheri Sch. Bip.
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Taraxacum
Taraxacum pacheri

description: Taraxacum pacheri Sch. Bip.
Artbeschreibung: 2-6 cm hoch, am Grund nicht weissflockig und ohne alte Blattreste. Blätter klein, grob gezähnt, mit breit-3eckigen, +/- stumpfen Abschnitten. Äussere Hüllblätter breit-lanzettlich, 1,5-4 mm breit, ohne deutlichen Hautrand, zur Blütezeit anliegend oder abstehend. Blüten orangegelb, aussen purpurn. Früchte ohne Schnabel 4-5 mm lang, grau, unter der Spitze ohne oder mit undeutlichen Schuppen. Schnabel 0,5-1,5mal so lang wie die Frucht.
Blütezeit: 7-8
Standort und Verbreitung in der Schweiz: Kalkhaltiger Feinschutt / alpin / VS, GR, BO (Aarmassiv)
Verbreitung global: Ostalpin
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl Fsehr feuchtLichtzahl Lsehr hellSalzzeichen--Reaktionszahl Rneutral bis basisch (pH 5.5-8.5)Temperaturzahl Talpin und nival (von der Baumgrenze bis zur Schneegrenze)Nährstoffzahl Nmässig nährstoffarm bis mässig nährstoffreichKontinentalitätszahl Kozeanisch (sehr hohe Luftfeuchtigkeit, sehr geringe Temperaturschwankungen, milde Winter)
Volksname Deutscher Name: Pachers Löwenzahn Nom français: Pissenlit de Pacher Nome italiano: Tarassaco di Pacher
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation
Creators: name: Wu, Zhijing
name: Xu, Hua
name: Fang, Jingliang
name: Gao, Kai
Publisher: name: arXiv
Year: 2022
Subjects: subject: Computation and Language (cs.CL)
subject: FOS: Computer and information sciences

description: Continual Machine Reading Comprehension aims to incrementally learn from a continuous data stream across time without access the previous seen data, which is crucial for the development of real-world MRC systems. However, it is a great challenge to learn a new domain incrementally without catastrophically forgetting previous knowledge. In this paper, MA-MRC, a continual MRC model with uncertainty-aware fixed Memory and Adversarial domain adaptation, is proposed. In MA-MRC, a fixed size memory stores a small number of samples in previous domain data along with an uncertainty-aware updating strategy when new domain data arrives. For incremental learning, MA-MRC not only keeps a stable understanding by learning both memory and new domain data, but also makes full use of the domain adaptation relationship between them by adversarial learning strategy. The experimental results show that MA-MRC is superior to strong baselines and has a substantial incremental learning ability without catastrophically forgetting under two different continual MRC settings.
Digital Arabic Gospels Corpus
Creators: name: Dannaoui, Elie
Publisher: name: Zenodo
Year: 2013
Subjects: Arabic_Gospels, Digital_Humanities, Corpus, Lectionary

description: The history of the Gospels’ text in Arabic remains one of the most unstudied topics among the ancient translations of the New Testament1. Historically, many attempts were made to study this text starting with the Biblical Critical editions in the nineteenth century, then with the Orientalists and lately with scholars interested in the Arab Christian heritage. Although these efforts have not covered yet all the aspects of the question, they contributed actively in drawing the attention to the richness of this tradition and to its potential contributions in Biblical studies and in research related to Church history, linguistics, Muslim-Christian relations and other topics.
El laberinto de los espejos de la igualdad, diversidad e inclusión en la inteligencia artificial (The hall of mirrors of equality, diversity and inclusion in artificial intelligence)
Creators: name: Navarro-López, Eva María
Publisher: name: Zenodo
Year: 2023
Subjects: subject: Artificial intelligence
subject: Artificial Intelligence/ethics
subject: Gender bias
subject: Ethics in artificial intelligence
subject: Equity, diversity and inclusion
subject: Fairness in science and technology
subject: Sexual and Gender Minorities
subject: Science, technology, engineering and mathematics
subject: Communities in artificial intelligence
subject: Data feminism
subject: Feminist AI

description: Equality, diversity, inclusion (EDI), and ethics are buzzwords, like AI itself. Whilst ‘EDI in AI’ and ‘Ethics in AI’ events multiply, less people from disadvantaged communities and vulnerable contexts opt to study AI-related degrees. ‘Women in AI’ events proliferate, as more women express a desire to leave their jobs in academia, science and technology. Numbers are clear: less than 20% of technical workers in companies are women and only 22% of professionals working in AI around the world are female. The numbers are dramatic if we add other attributes, like race and disadvantaged backgrounds. For example, less than 2% of the workforce in technology are women of colour. AI is typically run by privileged communities, especially in academia where there is bias against disadvantaged backgrounds. More underrepresented communities are needed in AI. Everybody must be included. If the goal is to shape the future of AI and technological progress, a humane new perspective is needed to find solutions to these problems. The solutions cannot be superficial, which has been the case so far, otherwise the long-standing iniquities of tokenism, vicious circles of privilege and hostile working environments will be perpetuated. Currently, biases are masked within biases in algorithms. Algorithms and data are just a reflection of what we are as humans and what the sector is. This talk shows why we need to challenge the current voices on equality, diversity, inclusion and ethics, and provoke a profound debate on the current status quo. A transformative viewpoint is presented with some ideas for positive change and democratisation of AI-related areas.
Data and scripts: Single-egg Comet Assay: a protocol to quantify DNA damage in natural bioarchives
Creators: name: Frisch, Dagmar
Publisher: name: Zenodo
Year: 2025

description: This archive contains data and scripts for the research paper Single-egg Comet Assay: a protocol to quantify DNA damage in natural bioarchives.

 authors: Rejin Salimraj, Alessio Perotti, Marcin Wojewodzic, Dagmar Frisch
Taraxacum palustre
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Taraxacum
Taraxacum palustre

description: Taraxacum palustre aggr.
Artbeschreibung: 5-30 cm hoch. Rosette am Grund kaum weissflockig und ohne alte Blattreste. Blätter schmal, ganzrandig oder seicht gezähnt, 10-20mal so lang wie breit (bei den anderen T.- Arten nur 2-8mal). Äussere Hüllblätter oval, 2,5-5 mm breit, mit ca. 0,5 mm breitem, hellem Hautrand, zur Blütezeit +/- anliegend. Früchte gelbbraun. Schnabel 1,5-2mal so lang wie die Frucht.
Blütezeit: 4-7
Standort und Verbreitung in der Schweiz: Sumpfwiesen, Ufer / kollin-subalpin(-alpin) / CH
Verbreitung global: Europäisch
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl Fsehr feucht; Feuchtigkeit stark wechselnd (mehr als ± 2 Stufen)Lichtzahl LhellSalzzeichen1Reaktionszahl Rneutral bis basisch (pH 5.5-8.5)Temperaturzahl Tmontan (Wälder mit Buche, Weisstanne, in den Zentralalpen mit Waldföhre)Nährstoffzahl Nmässig nährstoffarm bis mässig nährstoffreichKontinentalitätszahl Ksubozeanisch (hohe Luftfeuchtigkeit, geringe Temperaturschwankungen, eher milde Winter)
Volksname Deutscher Name: Sumpf-Löwenzahn Nom français: Pissenlit des marais Nome italiano: Tarassaco delle paludi
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Data from: Impact of Distinct Anti-Androgen Exposures on the Plasma Metabolome in Feminizing Gender-Affirming Hormone Therapy
Creators: name: Novakovic, Boris
Publisher: name: Murdoch Childrens Research Institute
Year: 2024
Subjects: Biological Sciences
Health Sciences

description: Context: The plasma metabolome is a functional readout of metabolic activity and is associated with phenotypes exhibiting sexual dimorphism, such as cardiovascular disease. Sex hormones are thought to play a key role in driving sexual dimorphism. Objective: Gender-affirming hormone therapy (GAHT) is a cornerstone of transgender care, but longitudinal changes in the plasma metabolome with feminizing GAHT have not been described. Methods: Blood samples were collected at baseline and after three and six months of GAHT from transgender women (n=53). Participants were randomized to different anti-androgens, cyproterone acetate or spironolactone. NMR-based metabolomics was used to measure 249 metabolic biomarkers in plasma. Additionally, we used metabolic biomarker data from an unrelated cohort of children and their parents (n=3,748) to identify sex- and age-related metabolite patterns. Data shared: Supplementary Figures and Supplementary Tables containing results related to statistical models are shared here. Additionally, average levels of metabolites per GAHT group over time are presented.
Case Study Notes In Progress A Post-Painterly Autoethnography: Parsing an African American Virtual Art Library Gallery
Creators: name: kYmberly, Keeton
Publisher: name: Zenodo
Year: 2024
Subjects: Black Galleries, Libraries, Archives, and Museums
Special Libraries
Independent Libraries
Digital Libraries
User Engagement
Case Study
Art Libraries

description: POSTER ABSTRACT

Utilizing an autoethnographic perspective in information work is a valuable tool for understanding the essential requirements of users for an African American virtual art library, gallery, and repository. This approach allows for a more nuanced understanding of the diverse needs of individuals engaging with the platform, ART | library deco. By employing this method, we can gain a comprehensive understanding of the cultural and societal factors that influence users' expectations regarding information work, access, retrieval, and use. This approach provides an informed framework for developing and implementing an African American Virtual Art Library and Gallery that caters to the unique needs of its users.
The Distribution of UV Radiation Field in the Molecular Clouds of Gould Belt
Creators: name: Xia, Jifeng
name: Tang, Ningyu
name: Zhi, Qijun
name: Jiao, Sihan
name: Xie, Jinjin
name: Fuller, Gary A.
name: Goldsmith, Paul F.
name: Li, Di
Publisher: name: arXiv
Year: 2022
Subjects: subject: Astrophysics of Galaxies (astro-ph.GA)
subject: FOS: Physical sciences

description: The distribution of ultraviolet (UV) radiation field provides critical constraints on the physical environments of molecular clouds. Within 1 kpc of our solar system and fostering protostars of different masses, the giant molecular clouds in the Gould Belt present an excellent opportunity to resolve the UV field structure in star forming regions. We performed spectral energy distribution (SED) fitting of the archival data from the Herschel Gould Belt Survey (HGBS). Dust radiative transfer analysis with the DUSTY code were applied to 23 regions in 14 molecular complexes of the Gould Belt, resulting in the spatial distribution of radiation field in these regions. For 10 of 15 regions with independent measurements of star formation rate, their star formation rate and UV radiation intensity largely conform to a linear correlation found in previous studies.
description: 31 pages, 25 figures,1 table, published in Research in Astronomy and Astrophysics
Taraxacum schroeterianum Hand.
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Taraxacum
Taraxacum schroeterianum

description: Taraxacum schroeterianum Hand. -Mazz.
Artbeschreibung: 5-35 cm hoch. Rosette zerstreut weissflockig, ohne alte Blattreste. Blätter wenig geteilt, mit zurückgebogenen, 3eckigen Zähnen, Blattstiel dunkelpurpurn. Äussere Hüllblätter eiförmig bis breit-lanzettlich, 1,5-3,5 mm breit, ohne hellen Rand, zur Blütezeit +/- anliegend. Blüten aussen purpurn. Früchte (ohne Schnabel) 4-5 mm lang, rotbraun, Schnabel ca. 1,5mal so lang wie die Frucht.
Blütezeit: 7-8
Standort und Verbreitung in der Schweiz: Flachmoore, Quellfluren / subalpin-alpin / A, ME am Alpenrand
Verbreitung global: Mittel- und südwesteuropäisch
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl Fsehr feucht; Feuchtigkeit stark wechselnd (mehr als ± 2 Stufen)Lichtzahl LhellSalzzeichen--Reaktionszahl Rschwach sauer bis neutral (pH 4.5-7.5)Temperaturzahl Tunter-alpin, supra-subalpin und ober-subalpin (Arven-Lärchenwälder)Nährstoffzahl NnährstoffreichKontinentalitätszahl Ksubozeanisch bis subkontinental (mittlere Luftfeuchtigkeit, mässige Temperaturschwankungen und mässig tiefe Wintertemperaturen)
Volksname Deutscher Name: Schröters Löwenzahn Nom français: Pissenlit de Schroeter Nome italiano: Tarassaco di Schroeter
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Telekia speciosa Baumg.
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Telekia
Telekia speciosa

description: Telekia speciosa (Schreb.) Baumg.
Artbeschreibung: Bis über 1 m hoch, etwas behaart, oben verzweigt. Untere Blätter sehr gross (bis über 30 cm lang), herzförmig, gezähnt, gestielt, obere kleiner, kurz gestielt oder sitzend, aber nicht umfassend. Köpfe meist einzeln am Ende der Zweige, Durchmesser 5-8 cm, mit sehr zahlreichen, ca. 1 mm breiten dunkelgelben Zungenblüten und gelbbraunen Röhrenblüten. Hüllblätter eiförmig oder lanzettlich, die äusseren mit zurückgebogener Spitze. Früchte ca. 6 mm lang, mit kurzem, kronenartigem Pappus.
Blütezeit: 6-8
Standort und Verbreitung in der Schweiz: Gelegentlich aus Gärten verwildert / kollin-montan /
Verbreitung global: Stammt aus Südosteuropa
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl F--Lichtzahl L--Salzzeichen--Reaktionszahl R--Temperaturzahl T--Nährstoffzahl N--Kontinentalitätszahl K--
Volksname Deutscher Name: Grosses Rindsauge, Grosse Telekie Nom français: Télékie élégante Nome italiano: Erba regina maggiore
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Using Complex Citations to Close the Provenance Gap Between IPCC AR6 Figures and CMIP6 Simulations
Creators: name: Pascoe, Charlotte
name: Stockhause, Martina
name: MacRae, Molly
name: Parton, Graham
name: Fisher, Ellie
name: Sitz, Lina
Publisher: name: Zenodo
Year: 2025

description: Many of the figures in the Intergovernmental Panel on Climate Change (IPCC) Sixth Assessment Report (AR6) are derived from the data of more than 100 climate model simulations.

However, recording over 100 data citations for a single figure would overwhelm traditional publication methods.

The complex citation, named by the Research Data Alliance (RDA), is an idea to combine many metadata references into a single citable object.

We present an implementation solution for the IPCC complex citation use case which uses the CERN publication platform, Zenodo.

Our Zenodo innovation uses a widely available resource to provide traceability, credit, and impact metrics, and has the potential to be adopted as best practice by the data publication community. It is an example of how innovation that has come about through the effort to increase IPCC data transparency can benefit the wider scientific community.
Measuring Race in US Economic Statistics: What Do We Know?
Creators: name: Waddell, Sonya Ravindranath
name: Abowd, John M.
name: Busette, Camille
name: Lopez, Mark Hugo
Publisher: name: arXiv
Year: 2022
Subjects: subject: General Economics (econ.GN)
subject: FOS: Economics and business

description: This article is an edited transcript of the session of the same name at the 38th Annual NABE Economic Policy Conference: Policy Options for Sustainable and Inclusive Growth. The panelists are experts from government and private research organizations.
description: Pre-publication version. Includes all information in the published version Bus Econ (2022)
Tephroseris capitata Griseb. & Schenk
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Tephroseris
Tephroseris capitata

description: Tephroseris capitata (Wahlenb.) Griseb. & Schenk
Artbeschreibung: 15-30 cm hoch, filzig behaart. Grundständige Blätter eiförmig oder verkehrt-eiförmig, ganzrandig oder flachbuchtig gezähnt, in einen kurzen Stiel verschmälert, obere schmal-lanzettlich, mit verschmälertem Grund sitzend. Köpfe zu 3-15 in einer gedrungenen, doldigen Traube, Durchmesser 2-3 cm. Zungen- und Röhrenblüten orangerot. Früchte ca. 3 mm lang, mit 6-10 mm langem, gelblich-weissem Pappus.
Blütezeit: 6-8
Standort und Verbreitung in der Schweiz: Rasen, felsige Hänge, auf Kalk / (subalpin-)alpin / Zerstreut AN, TI
Verbreitung global: Arktisch-alpin
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl Fmässig trockenLichtzahl LhellSalzzeichen--Reaktionszahl Rneutral bis basisch (pH 5.5-8.5)Temperaturzahl Tunter-alpin, supra-subalpin und ober-subalpin (Arven-Lärchenwälder)Nährstoffzahl NnährstoffarmKontinentalitätszahl Ksubozeanisch bis subkontinental (mittlere Luftfeuchtigkeit, mässige Temperaturschwankungen und mässig tiefe Wintertemperaturen)
Volksname Deutscher Name: Orangerotes Greiskraut, Kopfiges Kreuzkraut Nom français: Séneçon en tête Nome italiano: Senecione capitato
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Listening to Celestial Algebras
Creators: name: Jiménez, Jose Beltrán
name: Koivisto, Tomi S.
Publisher: name: arXiv
Year: 2022
Subjects: subject: Cosmology and Nongalactic Astrophysics (astro-ph.CO)
subject: General Relativity and Quantum Cosmology (gr-qc)
subject: FOS: Physical sciences

description: In this essay, we immerse into the framework of normed division algebras as a suitable arena to accommodate the standard model of elementary particles, and we explore some applications to cosmology. Remarkably, they permit interesting non-trivial realisations of the cosmological principle with an interplay between the symmetry groups of the quaternions and octonions. We also argue how these realisations give rise to potentially observational signatures in gravitational waves astronomy.
description: 10 pages, 3 figures. Contribution to the special issue Beyond Riemannian Geometry in Classical and Quantum Gravity
A Novel Resource Allocation for Anti-jamming in Cognitive-UAVs: an Active Inference Approach
Creators: name: Krayani, Ali
name: Alam, Atm S.
name: Marcenaro, Lucio
name: Nallanathan, Arumugam
name: Regazzoni, Carlo
Publisher: name: arXiv
Year: 2022
Subjects: subject: Machine Learning (cs.LG)
subject: Artificial Intelligence (cs.AI)
subject: Information Theory (cs.IT)
subject: FOS: Computer and information sciences

description: This work proposes a novel resource allocation strategy for anti-jamming in Cognitive Radio using Active Inference ($\textit{AIn}$), and a cognitive-UAV is employed as a case study. An Active Generalized Dynamic Bayesian Network (Active-GDBN) is proposed to represent the external environment that jointly encodes the physical signal dynamics and the dynamic interaction between UAV and jammer in the spectrum. We cast the action and planning as a Bayesian inference problem that can be solved by avoiding surprising states (minimizing abnormality) during online learning. Simulation results verify the effectiveness of the proposed $\textit{AIn}$ approach in minimizing abnormalities (maximizing rewards) and has a high convergence speed by comparing it with the conventional Frequency Hopping and Q-learning.
Tephroseris helenitis B. Nord.
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Tephroseris
Tephroseris helenitis

description: Tephroseris helenitis (L.) B. Nord.
Artbeschreibung: 20-70 cm hoch, Stängel und Blattunterseite spinnwebig-filzig, Blattoberseite kaum behaart. Grundständige Blätter länglich-eiförmig, plötzlich in den Stiel verschmälert, dieser etwa so lang wie die Spreite. Köpfe zu 3-15 in einer doldigen Traube, ziemlich lang gestielt, Durchmesser 2-4 cm. Zungenblüten zahlreich, wie die Röhrenblüten gelb. Früchte ca. 3 mm lang, mit 6-10 mm langem Pappus.
Blütezeit: 6-7
Standort und Verbreitung in der Schweiz: Flachmoorwiesen / kollin-montan / J, vereinzelt M und AN
Verbreitung global: Mitteleuropäisch
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl F--Lichtzahl L--Salzzeichen--Reaktionszahl R--Temperaturzahl T--Nährstoffzahl N--Kontinentalitätszahl K--
Volksname Deutscher Name: Alant-Greiskraut, Spatelblättriges Kreuzkraut Nom français: Séneçon à feuilles en spatule Nome italiano: Senecione con foglie spatolate
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Study of a Fractional Creep Problem with Multiple Delays in Terms of Boltzmann's Superposition Principle
Creators: name: Chidouh, Amar
name: Atmania, Rahima
name: Torres, Delfim F. M.
Publisher: name: arXiv
Year: 2022
Subjects: subject: Analysis of PDEs (math.AP)
subject: Dynamical Systems (math.DS)
subject: FOS: Mathematics
subject: 26A33, 34A12, 47H10

description: We study a class of nonlinear fractional differential equations with multiple delays, which is represented by the Voigt creep fractional model of viscoelasticity. We discuss two Voigt models, the first being linear and the second being nonlinear. The linear Voigt model give us the physical interpretation and is associated with important results since the creep function characterizes the viscoelastic behavior of stress and strain. For the nonlinear model of Voigt, our theoretical study and analysis provides existence and stability, where time delays are expressed in terms of Boltzmann's superposition principle. By means of the Banach contraction principle, we prove existence of a unique solution and investigate its continuous dependence upon the initial data as well as Ulam stability. The results are illustrated with an example.
description: This is a preprint of a paper whose final and definite form is published Open Access in 'Fractal Fract.' at [https://doi.org/10.3390/fractalfract6080434]
Tephroseris integrifolia Holub
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Tephroseris
Tephroseris integrifolia

description: Tephroseris integrifolia (L.) Holub
Artbeschreibung: Ähnlich wie T. helenitis, aber Blätter auf beiden Seiten etwa gleich dicht filzig behaart oder fast kahl, die grundständigen allmählich in den geflügelten Stiel verschmälert, dieser meist kürzer als die Spreite, mit dem Stiel meist nur 2-3mal so lang wie breit.
Blütezeit: 6-7
Standort und Verbreitung in der Schweiz: Steinige Weiden, auf Kalk / kollin-subalpin / JS (VD)
Verbreitung global: Eurasiatisch
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl Fmässig trocken; Feuchtigkeit stark wechselnd (mehr als ± 2 Stufen)Lichtzahl LhalbschattigSalzzeichen--Reaktionszahl Rneutral bis basisch (pH 5.5-8.5)Temperaturzahl Tmontan (Wälder mit Buche, Weisstanne, in den Zentralalpen mit Waldföhre)Nährstoffzahl NnährstoffarmKontinentalitätszahl Ksubkontinental (niedrige relative Luftfeuchtigkeit, grosse Temperaturschwankungen, eher kalte Winter)
Volksname Deutscher Name: Ganzblättriges Greiskraut, Steppen-Kreuzkraut Nom français: Séneçon à feuilles entières Nome italiano: Senecione rosulato
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Determinants of Patent Survival in Emerging Economies: Evidence from Residential Patents in India
Creators: name: Danish, Mohd Shadab
name: Ranjan, Pritam
name: Sharma, Ruchi
Publisher: name: arXiv
Year: 2022
Subjects: subject: Applications (stat.AP)
subject: FOS: Computer and information sciences

description: The purpose of this paper is to use patent level characteristics to estimate the survival of resident patents (filed at the Indian Patent Office (IPO) and assigned to firms in India). This study uses the renewal information of firm-level patents applied during 1st January 1995 and 31st December 2005, which were eventually granted. The data provided by IPO consists of 2025 resident patents assigned to 266 firms (foreign subsidiary firms and domestic firms). The survival analysis is carried out via Kaplan-Meier estimation and Cox proportional hazard regression. The outcomes of this study suggest that the survival length of patents significantly depends on their technological scope and inventor size. Moreover, the patents of the firms taking tax credit benefits exhibit lower survival rate as compared to patents of remaining firms. The study also finds that the patents filed by foreign firms with DSIR affiliation are getting more benefit from the R&D tax incentive policy.
Tephroseris tenuifolia Holub
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Tephroseris
Tephroseris tenuifolia

description: Tephroseris tenuifolia (Gaudin) Holub
Artbeschreibung: Ähnlich wie T. helenitis, aber Blätter auf beiden Seiten etwa gleich dicht filzig oder fast kahl, die grundständigen allmählich in den geflügelten Stiel verschmälert, dieser länger als die Spreite, die meisten mit dem Stiel 4-6mal so lang wie breit.
Blütezeit: 7-8
Standort und Verbreitung in der Schweiz: Karfluren, Lägerstellen / (montan-)subalpin / GR (Puschlav, Engadin)
Verbreitung global: Ostalpin
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl F--Lichtzahl L--Salzzeichen--Reaktionszahl R--Temperaturzahl T--Nährstoffzahl N--Kontinentalitätszahl K--
Volksname Deutscher Name: Gaudins Greiskraut, Gaudins Kreuzkraut Nom français: Séneçon de Gaudin Nome italiano: Senecione di Gaudin
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Tragopogon dubius Scop.
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Tragopogon
Tragopogon dubius

description: Tragopogon dubius Scop.
Artbeschreibung: Ähnlich wie T. pratensis, aber Stängel unter dem Blütenkopf allmählich und deutlich verdickt, Blüten hellgelb, Hüllblätter (8-)10-12, zur Blütezeit ca. 3 cm lang, die Blüten deutlich überragend, später bis 6 cm lang, Früchte mit Schnabel 2,5-3,5 cm lang, Schnabel an der Spitze verdickt.
Blütezeit: 5-6
Standort und Verbreitung in der Schweiz: Trockenwarme Hänge, auf Kalk / kollin-montan / CH (besonders VS)
Verbreitung global: Mediterran
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl FtrockenLichtzahl LhellSalzzeichen1Reaktionszahl Rneutral bis basisch (pH 5.5-8.5)Temperaturzahl Twarm-kollinNährstoffzahl NnährstoffreichKontinentalitätszahl Ksubkontinental (niedrige relative Luftfeuchtigkeit, grosse Temperaturschwankungen, eher kalte Winter)
Volksname Deutscher Name: Grosser Bocksbart Nom français: Salsifis douteux Nome italiano: Barba di becco a tromba
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Tragopogon pratensis L.
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Tragopogon
Tragopogon pratensis

description: Tragopogon pratensis L.
Artbeschreibung: 30-70 cm hoch, meist verzweigt, in der Jugend weissflockig, später kahl. Blätter schmal-lanzettlich, lang zugespitzt, sitzend und umfassend. Köpfe einzeln am Ende der Zweige, Kopfstiele nur wenig verdickt. Hüllblätter meist 8, zur Blütezeit 2,5-3 cm, später bis 4,5 cm lang. Blüten goldgelb, zungenförmig, kürzer bis etwas länger als die Hülle. Früchte lang geschnäbelt, 1-2,5 cm lang (mit dem Schnabel), mit bräunlich-weissen, federig-verflochtenen Pappusborsten.
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl F--Lichtzahl L--Salzzeichen--Reaktionszahl R--Temperaturzahl T--Nährstoffzahl N--Kontinentalitätszahl K--
Volksname Deutscher Name: Wiesen-Bocksbart, Habermarch Nom français: Salsifis des prés Nome italiano: Barba di becco pratense
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Proceedings End-to-End Compositional Models of Vector-Based Semantics
Creators: name: Moortgat, Michael
name: Wijnholds, Gijs
Publisher: name: arXiv
Year: 2022
Subjects: subject: Computation and Language (cs.CL)
subject: FOS: Computer and information sciences

description: The workshop End-to-End Compositional Models of Vector-Based Semantics was held at NUI Galway on 15 and 16 August 2022 as part of the 33rd European Summer School in Logic, Language and Information (ESSLLI 2022). The workshop was sponsored by the research project 'A composition calculus for vector-based semantic modelling with a localization for Dutch' (Dutch Research Council 360-89-070, 2017-2022). The workshop program was made up of two parts, the first part reporting on the results of the aforementioned project, the second part consisting of contributed papers on related approaches. The present volume collects the contributed papers and the abstracts of the invited talks.
Determination of the transverse width and distance of an object with a smartphone camera
Creators: name: Sarkar, Soumen
name: Pal, Sanjoy Kumar
name: Chakrabarti, Surajit
Publisher: name: arXiv
Year: 2022
Subjects: subject: Physics Education (physics.ed-ph)
subject: FOS: Physical sciences

description: A smartphone is a powerful learning aid in the hands of a large section of students around the world. The camera of the phone can be used for several learning purposes apart from its obvious purpose of photographing. If the focal length of the lens of the camera can be determined, several experiments in optics can be performed with it. In some recent works, the method of determination of the focal length has been discussed. When a real image of an object is formed by a lens of known focal length, one can determine either the distance or the transverse magnification of the object if the other is known. In this work we have shown that we can determine both the transverse size and the distance of an object, by photographing it from two positions, separated by a distance along the line of sight of the camera.
description: The paper is of length 10 pages including two figures. The article has been accepted by The Physics Teacher, After it is published, it will be found at https://doi.org/10.1119/5.0065457
Tragopogon pratensis subsp. pratensis
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Tragopogon
Tragopogon pratensis
Tragopogon pratensis l. subsp. pratensis

description: Tragopogon pratensis L. subsp. pratensis
Artbeschreibung: Kopfdurchmesser 3-4,5 cm. Blüten bis in den frühen Nachmittag geöffnet, hellgelb, so lang wie die Hüllblätter oder etwas kürzer. Hüllblätter weisslich-grün berandet. Staubbeutel gelb, an der Spitze violettbraun. Frucht mit Schnabel 2-2,5 cm lang, randliche +/- glatt.
Blütezeit: 5-7
Standort und Verbreitung in der Schweiz: Wiesen, Wegränder / kollin-montan(-subalpin) /
Verbreitung global: Eurasiatisch?
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl Fmässig feuchtLichtzahl LhellSalzzeichen--Reaktionszahl Rschwach sauer bis neutral (pH 4.5-7.5)Temperaturzahl Twarm-kollinNährstoffzahl Nmässig nährstoffarm bis mässig nährstoffreichKontinentalitätszahl Ksubkontinental (niedrige relative Luftfeuchtigkeit, grosse Temperaturschwankungen, eher kalte Winter)
Volksname Deutscher Name: Gewöhnlicher Wiesen-Bocksbart Nom français: Salsifis des prés
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Asteraceae, pp. 1074-1250 in Flora Helvetica, Bern :Haupt Verlag on page 1116
Mappings for Marginal Probabilities with Applications to Models in Statistical Physics
Creators: name: Molkaraie, Mehdi
Publisher: name: arXiv
Year: 2022
Subjects: subject: Machine Learning (stat.ML)
subject: Information Theory (cs.IT)
subject: Machine Learning (cs.LG)
subject: Computational Physics (physics.comp-ph)
subject: Computation (stat.CO)
subject: FOS: Computer and information sciences
subject: FOS: Physical sciences

description: We present local mappings that relate the marginal probabilities of a global probability mass function represented by its primal normal factor graph to the corresponding marginal probabilities in its dual normal factor graph. The mapping is based on the Fourier transform of the local factors of the models. Details of the mapping are provided for the Ising model, where it is proved that the local extrema of the fixed points are attained at the phase transition of the two-dimensional nearest-neighbor Ising model. The results are further extended to the Potts model, to the clock model, and to Gaussian Markov random fields. By employing the mapping, we can transform simultaneously all the estimated marginal probabilities from the dual domain to the primal domain (and vice versa), which is advantageous if estimating the marginals can be carried out more efficiently in the dual domain. An example of particular significance is the ferromagnetic Ising model in a positive external magnetic field. For this model, there exists a rapidly mixing Markov chain (called the subgraphs--world process) to generate configurations in the dual normal factor graph of the model. Our numerical experiments illustrate that the proposed procedure can provide more accurate estimates of marginal probabilities of a global probability mass function in various settings.
description: 36 pages