cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
A Model-Free Sampling Method for Estimating Basins of Attraction Using Hybrid Active Learning (HAL)
Creators: name: Wang, Xue-She
name: Moore, Samuel A.
name: Turner, James D.
name: Mann, Brian P.
Publisher: name: arXiv
Year: 2020
Subjects: subject: Machine Learning (cs.LG)
subject: Chaotic Dynamics (nlin.CD)
subject: Machine Learning (stat.ML)
subject: FOS: Computer and information sciences
subject: FOS: Physical sciences

description: Understanding the basins of attraction (BoA) is often a paramount consideration for nonlinear systems. Most existing approaches to determining a high-resolution BoA require prior knowledge of the system's dynamical model (e.g., differential equation or point mapping for continuous systems, cell mapping for discrete systems, etc.), which allows derivation of approximate analytical solutions or parallel computing on a multi-core computer to find the BoA efficiently. However, these methods are typically impractical when the BoA must be determined experimentally or when the system's model is unknown. This paper introduces a model-free sampling method for BoA. The proposed method is based upon hybrid active learning (HAL) and is designed to find and label the "informative" samples, which efficiently determine the boundary of BoA. It consists of three primary parts: 1) additional sampling on trajectories (AST) to maximize the number of samples obtained from each simulation or experiment; 2) an active learning (AL) algorithm to exploit the local boundary of BoA; and 3) a density-based sampling (DBS) method to explore the global boundary of BoA. An example of estimating the BoA for a bistable nonlinear system is presented to show the high efficiency of our HAL sampling method.
description: Update: 1) add time trajectory of additional sampling
DMT: Dynamic Mutual Training for Semi-Supervised Learning
Creators: name: Feng, Zhengyang
name: Zhou, Qianyu
name: Gu, Qiqi
name: Tan, Xin
name: Cheng, Guangliang
name: Lu, Xuequan
name: Shi, Jianping
name: Ma, Lizhuang
Publisher: name: arXiv
Year: 2020
Subjects: subject: Computer Vision and Pattern Recognition (cs.CV)
subject: FOS: Computer and information sciences

description: Recent semi-supervised learning methods use pseudo supervision as core idea, especially self-training methods that generate pseudo labels. However, pseudo labels are unreliable. Self-training methods usually rely on single model prediction confidence to filter low-confidence pseudo labels, thus remaining high-confidence errors and wasting many low-confidence correct labels. In this paper, we point out it is difficult for a model to counter its own errors. Instead, leveraging inter-model disagreement between different models is a key to locate pseudo label errors. With this new viewpoint, we propose mutual training between two different models by a dynamically re-weighted loss function, called Dynamic Mutual Training (DMT). We quantify inter-model disagreement by comparing predictions from two different models to dynamically re-weight loss in training, where a larger disagreement indicates a possible error and corresponds to a lower loss value. Extensive experiments show that DMT achieves state-of-the-art performance in both image classification and semantic segmentation. Our codes are released at https://github.com/voldemortX/DST-CBC .
description: Published at Pattern Recognition, see https://www.sciencedirect.com/science/article/abs/pii/S0031320322002588
A novel two-point gradient method for Regularization of inverse problems in Banach spaces
Creators: name: Mittal, Gaurav
name: Giri, Ankik Kumar
Publisher: name: arXiv
Year: 2020
Subjects: subject: Numerical Analysis (math.NA)
subject: FOS: Mathematics

description: In this paper, we introduce a novel two-point gradient method for solving the ill-posed problems in Banach spaces and study its convergence analysis. The method is based on the well known iteratively regularized Landweber iteration method together with an extrapolation strategy. The general formulation of iteratively regularized Landweber iteration method in Banach spaces excludes the use of certain functions such as total variation like penalty functionals, $L^1$ functions etc. The novel scheme presented in this paper allows to use such non-smooth penalty terms that can be helpful in practical applications involving the reconstruction of several important features of solutions such as piecewise constancy and sparsity. We carefully discuss the choices for important parameters, such as combination parameters and step sizes involved in the design of the method. Additionally, we discuss an example to validate our assumptions.
description: Submitted in Applicable Analysis
Patterns of Healthcare Utilization Leading to Diagnosis of Young-Onset Colorectal Cancer (yCRC): Population-Based Case-Control Study
Creators: name: Farooq, Ameer
name: Brown, Carl J.
name: Sayre, E. C.
name: Raval, Manoj J.
name: Loree, Jonathan M.
name: Garg, Ria
name: De Vera, Mary
Publisher: name: Multidisciplinary Digital Publishing Institute
Year: 2022

description: Background: The increasing risk of young-onset colorectal cancer (yCRC) in adults < 50 years has called for better understanding of patients’ pathways to diagnosis. This study evaluated patterns of healthcare utilization before diagnosis of yCRC. Methods: Using linked administrative health databases in British Columbia, Canada, we identified yCRC cases and cancer-free controls matched (1:10) on age, sex, and healthcare utilization. The index date was the date of diagnosis for yCRC cases and matched date for controls. Outpatient visits, emergency department visits, and hospitalizations over a 5-year prediagnosis period (e.g., year-1 to year-5) were compared using descriptive statistics and Poisson regression models. Results: The study included 2567 yCRC cases (49.6% females, 43.0 ± 5.8 years) and 25,455 controls (48.6% females, 43.0 ± 5.8 years). We observed an increasing number of outpatient visits from prediagnosis year-5 (median = 3) to year-1 (median = 8) for yCRC cases. Among controls, outpatient visits were stable and did not have a pattern of increase. Poisson regression models indicated higher adjusted count ratios for outpatient visits for yCRC cases compared to controls in the year before diagnosis (1.11; 95% CI, 1.07 to 1.15). In the year before diagnosis, 35.1% of yCRC cases had potentially related visits to CRC (e.g., nausea, vomiting) and 16.9% had potentially red flag visits (e.g., gastrointestinal hemorrhage or iron deficiency anemia). Conclusions: Using population-based data, we found that individuals with yCRC did not have higher healthcare utilization than individuals without in the prediagnosis period except for the year before diagnosis.
Supplementary document for Wavelength and pulse energy optimization for detecting hypoxia in photoacoustic imaging of neonatal brain: a simulation study - 5530092.pdf
Creators: name: Mahmoodkayeh, Sadreddin
name: Kratkiewicz, Karl
name: Manwar, Rayyan
name: Shahbazi, Meysam
name: Ansari, Mohammad Ali
name: Natarajan, Girija
name: Asano, Eishi
name: Avanaki, Kamran
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Supplement 1
Sussaba balteata Dasch 1964
Creators: name: Araujo, Rodrigo O.
name: Fernandes, Daniell R. R.
name: Pos, Davide Dal
name: Giovanni, Filippo Di
name: Moreira-Muñoz, Andrés
name: Pádua, Diego G.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Sussaba
Sussaba balteata

description: 9.2.1 Sussaba balteata Dasch, 1964 *
Distribution. Chile: Región Metropolitana (Dasch 1964); Región de Ñuble (Dasch 1964); Región de Los Lagos (Dasch 1964).
description: Published as part of Araujo, Rodrigo O., Fernandes, Daniell R. R., Pos, Davide Dal, Giovanni, Filippo Di, Moreira-Muñoz, Andrés & Pádua, Diego G., 2025, Unveiling the secrets of South American Darwin wasps, part I: a comprehensive checklist of the Chilean Ichneumonidae (Hymenoptera: Ichneumonoidea), pp. 1-51 in Zootaxa 5631 (1) on page 19, DOI: 10.11646/zootaxa.5631.1.1, http://zenodo.org/record/15326657
Point configurations, phylogenetic trees, and dissimilarity vectors
Creators: name: Caminata, Alessio
name: Giansiracusa, Noah
name: Moon, Han-Bom
name: Schaffler, Luca
Publisher: name: arXiv
Year: 2020
Subjects: subject: Algebraic Geometry (math.AG)
subject: Combinatorics (math.CO)
subject: FOS: Mathematics
subject: 05C05, 14M15, 14N10, 14T15

description: In 2004 Pachter and Speyer introduced the higher dissimilarity maps for phylogenetic trees and asked two important questions about their relation to the tropical Grassmannian. Multiple authors, using independent methods, answered affirmatively the first of these questions, showing that dissimilarity vectors lie on the tropical Grassmannian, but the second question, whether the set of dissimilarity vectors forms a tropical subvariety, remained opened. We resolve this question by showing that the tropical balancing condition fails. However, by replacing the definition of the dissimilarity map with a weighted variant, we show that weighted dissimilarity vectors form a tropical subvariety of the tropical Grassmannian in exactly the way that Pachter--Speyer envisioned. Moreover, we provide a geometric interpretation in terms of configurations of points on rational normal curves and construct a finite tropical basis that yields an explicit characterization of weighted dissimilarity vectors.
description: Final version. To appear in Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Molassembler: Molecular graph construction, modification and conformer generation for inorganic and organic molecules
Creators: name: Sobez, Jan-Grimo
name: Reiher, Markus
Publisher: name: arXiv
Year: 2020
Subjects: subject: Chemical Physics (physics.chem-ph)
subject: Computational Physics (physics.comp-ph)
subject: FOS: Physical sciences

description: We present the graph-based molecule software Molassembler for building organic and inorganic molecules. Molassembler provides algorithms for the construction of molecules built from any set of elements from the periodic table. In particular, poly-nuclear transition metal complexes and clusters can be considered. Structural information is encoded as a graph. Stereocenter configurations are interpretable from Cartesian coordinates into an abstract index of permutation for an extensible set of polyhedral shapes. Substituents are distinguished through a ranking algorithm. Graph and stereocenter representations are freely modifiable and chiral state is propagated where possible through incurred ranking changes. Conformers are generated with full stereoisomer control by four spatial dimension Distance Geometry with a refinement error function including dihedral terms. Molecules are comparable by an extended graph isomorphism and their representation is canonicalizeable. Molassembler is written in C++ and provides Python bindings.
description: 81 pages, 26 figures, 3 tables
Eigenvectors from Eigenvalues Sparse Principal Component Analysis (EESPCA)
Creators: name: Frost, H. Robert
Publisher: name: arXiv
Year: 2020
Subjects: subject: Methodology (stat.ME)
subject: Quantitative Methods (q-bio.QM)
subject: FOS: Computer and information sciences
subject: FOS: Biological sciences

description: We present a novel technique for sparse principal component analysis. This method, named Eigenvectors from Eigenvalues Sparse Principal Component Analysis (EESPCA), is based on the formula for computing squared eigenvector loadings of a Hermitian matrix from the eigenvalues of the full matrix and associated sub-matrices. We explore two versions of the EESPCA method: a version that uses a fixed threshold for inducing sparsity and a version that selects the threshold via cross-validation. Relative to the state-of-the-art sparse PCA methods of Witten et al., Yuan & Zhang and Tan et al., the fixed threshold EESPCA technique offers an order-of-magnitude improvement in computational speed, does not require estimation of tuning parameters via cross-validation, and can more accurately identify true zero principal component loadings across a range of data matrix sizes and covariance structures. Importantly, the EESPCA method achieves these benefits while maintaining out-of-sample reconstruction error and PC estimation error close to the lowest error generated by all evaluated approaches. EESPCA is a practical and effective technique for sparse PCA with particular relevance to computationally demanding statistical problems such as the analysis of high-dimensional data sets or application of statistical techniques like resampling that involve the repeated calculation of sparse PCs.
Irreducible Jet modules for the vector field Lie algebra on $\mathbb{S}^1\times \mathbb{C}$
Creators: name: Niu, Mengnan
name: Liu, Genqiang
Publisher: name: arXiv
Year: 2020
Subjects: subject: Representation Theory (math.RT)
subject: Rings and Algebras (math.RA)
subject: FOS: Mathematics
subject: 17B10, 17B65, 17B66, 17B68

description: For a commutative algebra $A$ over $\mathbb{C}$,denote $\mathfrak{g}=\text{Der}(A)$. A module over the smash product $A\# U(\mathfrak{g})$ is called a jet $\mathfrak{g}$-module, where $U(\mathfrak{g})$ is the universal enveloping algebra of $\mathfrak{g}$.In the present paper, we study jet modules in the case of $A=\mathbb{C}[t_1^{\pm 1},t_2]$.We show that $A\#U(\mathfrak{g})\cong\mathcal{D}\otimes U(L)$, where $\mathcal{D}$ is the Weyl algebra $\mathbb{C}[t_1^{\pm 1},t_2, \frac{\partial}{\partial t_1},\frac{\partial}{\partial t_2}]$, and $L$ is a Lie subalgebra of $A\# U(\mathfrak{g})$ called the jet Lie algebra corresponding to $\mathfrak{g}$.Using a Lie algebra isomorphism $θ:L \rightarrow \mathfrak{m}_{1,0}Δ$, where $\mathfrak{m}_{1,0}Δ$ is the subalgebra of vector fields vanishing at the point $(1,0)$, we show that any irreducible finite dimensional $L$-module is isomorphic to an irreducible $\mathfrak{gl}_2$-module. As an application, we give tensor product realizations of irreducible jet modules over $\mathfrak{g}$ with uniformly bounded weight spaces.
Sussaba flavopicta Dasch 1964
Creators: name: Araujo, Rodrigo O.
name: Fernandes, Daniell R. R.
name: Pos, Davide Dal
name: Giovanni, Filippo Di
name: Moreira-Muñoz, Andrés
name: Pádua, Diego G.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Sussaba
Sussaba flavopicta

description: 9.2.2 Sussaba flavopicta Dasch, 1964 *
Distribution. Chile: Región de Magallanes y de la Antártica Chilena (Dasch 1964; Lanfranco 1974a).
description: Published as part of Araujo, Rodrigo O., Fernandes, Daniell R. R., Pos, Davide Dal, Giovanni, Filippo Di, Moreira-Muñoz, Andrés & Pádua, Diego G., 2025, Unveiling the secrets of South American Darwin wasps, part I: a comprehensive checklist of the Chilean Ichneumonidae (Hymenoptera: Ichneumonoidea), pp. 1-51 in Zootaxa 5631 (1) on page 19, DOI: 10.11646/zootaxa.5631.1.1, http://zenodo.org/record/15326657
Integration of topological insulator Josephson junctions in superconducting qubit circuits
Creators: name: Schmitt, Tobias W.
name: Connolly, Malcolm R.
name: Schleenvoigt, Michael
name: Liu, Chenlu
name: Kennedy, Oscar
name: Chávez-Garcia, José M.
name: Jalil, Abdur R.
name: Bennemann, Benjamin
name: Trellenkamp, Stefan
name: Lentz, Florian
name: Neumann, Elmar
name: Lindström, Tobias
name: de Graaf, Sebastian E.
name: Berenschot, Erwin
name: Tas, Niels
name: Mussler, Gregor
name: Petersson, Karl D.
name: Grützmacher, Detlev
name: Schüffelgen, Peter
Publisher: name: arXiv
Year: 2020
Subjects: subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: Materials Science (cond-mat.mtrl-sci)
subject: Superconductivity (cond-mat.supr-con)
subject: Quantum Physics (quant-ph)
subject: FOS: Physical sciences

description: The integration of semiconductor Josephson junctions (JJs) in superconducting quantum circuits provides a versatile platform for hybrid qubits and offers a powerful way to probe exotic quasiparticle excitations. Recent proposals for using circuit quantum electrodynamics (cQED) to detect topological superconductivity motivate the integration of novel topological materials in such circuits. Here, we report on the realization of superconducting transmon qubits implemented with $(Bi_{0.06}Sb_{0.94})_{2}Te_{3}$ topological insulator (TI) JJs using ultra-high vacuum fabrication techniques. Microwave losses on our substrates with monolithically integrated hardmask, used for selective area growth of TI nanostructures, imply microsecond limits to relaxation times and thus their compatibility with strong-coupling cQED. We use the cavity-qubit interaction to show that the Josephson energy of TI-based transmons scales with their JJ dimensions and demonstrate qubit control as well as temporal quantum coherence. Our results pave the way for advanced investigations of topological materials in both novel Josephson and topological qubits.
description: A second experimental run allowed for time-domain measurements of a TI-based transmon qubit. In the updated manuscript additional data on qubit control and coherence are included. Taking account of these new results, the focus and the title of the manuscript have been reworked, 14 pages, 10 figures
Intimacies - "Did you remember to Lock the Door"
Creators: name: Smith, Paul
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 360403
subject: Drama, theatre and performance studies

description: Research Background: The development of physical interactivity with computers with high speed response of video had led to a new form of theatrical and dance performance which combines sound, imagery and live performance. Experiments have been made since the late 1990s by such artists as Stelarc (Aus), Blast Theory (UK) and Troika Ranch (USA). Research Contribution: How can interactive media and live performance be combined in such a way as to create a seamless experience that does not compromise the talents and skills of performers and yet introduces audio visual material to produce a theatrical event that is unique and could not be produced in any other way? The creation of an "interactive instrument" that enables both performers and potentially audience members to control an audio visual environment produces artworks which are not only original, the facility for improvisation makes sure that no two performances are alike. A new form of imagery, the visual equivalent of 'ambient music', was produced in a way that did not upstage the live performers. Further innovation that insured a unique original theatrical experience was a collaboration with a local electronics manufacturer who created customised sensors for the dancers. Research Significance: This collaboration was funded by a research grant from RMIT Vietnam of $10,000. Arabesque is Saigon's leading dance company who tour overseas and are regarded as innovative leaders . This is multidisciplinary art/science project. The principal researcher, Paul Verity Smith has been involved in this this area since 1998 and is a member of Interaktionslabor, The DAP Lab, Brunel University, and has produced interaction design and photography for performances in London, Athens, Uzice and Kibla Slovenia. Both performances were not only sold out but demand exceeded availability and an extended production is already in preparation.
Ecstacies and Elegies
Creators: name: Carter, Paul
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 360299
subject: Creative and professional writing not elsewhere classified

description: BACKGROUND Carter is an artist and interdisciplinary scholar for whom this is the first poetry publication. He was motivated to produce the work after a few poetry works exploring the genre as a discipline to convey abstract thought succinctly and the concrete with a philosophical element. His research is founded in the Heraclitus doctrines that things are constantly changing (universal flux) and that opposites coincide (unity of opposites). He flexes his creative muscle in an exploration of poetic structure while exploring the paradoxical nuances of life. CONTRIBUTION The poems of Ecstasies and Elegies pay homage to those to whom they are dedicated through both classical and particular references and a complementary virtuosic range of styles that speak to and of the person/s to whom the work is dedicated. 'The way up and the way down are the same', said Heraclitus, and in this moving collection the ecstasy of love coexists with the grief of death; the pain of loss is in proportion to the longing for union. We encounter a startling overlay of immemorial myth and ephemeral urban encounter. Spirits of the classical world jostle with the sensory stimuli of contemporary domestic life. Carter references the imagery and style of those to whom he pays homage evocatively making the dead part of the conversation. His research includes outstanding handling of the metaphor: 'The use of metaphor in Carter's hands is dizzyingly kaleidoscopic and boldly counteracts the common dictum that poets should avoid 'mixing their metaphors'. (Jennifer Harrison, Australian Book Review Aug 2014). SIGNIFICANCE The book has sold in 28 countries and is published by UWAP which is supported by the Australia Council and publishes poets such as John Shaw Nielsen, Lesbia Harford and Paul Hetherington.
Generalized Cesàro operators on Dirichlet-type spaces
Creators: name: Jin, Jianjun
name: Tang, Shuan
Publisher: name: arXiv
Year: 2020
Subjects: subject: Classical Analysis and ODEs (math.CA)
subject: Complex Variables (math.CV)
subject: FOS: Mathematics
subject: 31C25, 47B38

description: In this note, we introduce and study a new kind of generalized Cesàro operators $\mathcal{C}_μ$, induced by a positive Borel measure $μ$ on $[0, 1)$, between the Dirichlet-type spaces. We characterize the measures $μ$ for which $\mathcal{C}_μ$ is bounded (compact) from one Dirichlet-type space $\mathcal{D}_α$ into another one $\mathcal{D}_β$.
description: Accepted by Acta Mathematica Scientia
Sussaba insculpta Dasch 1964
Creators: name: Araujo, Rodrigo O.
name: Fernandes, Daniell R. R.
name: Pos, Davide Dal
name: Giovanni, Filippo Di
name: Moreira-Muñoz, Andrés
name: Pádua, Diego G.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Sussaba
Sussaba insculpta

description: 9.2.3 Sussaba insculpta Dasch, 1964 *
Distribution. Chile: Región de La Araucanía (Dasch 1964); Región de Los Lagos (Dasch 1964).
description: Published as part of Araujo, Rodrigo O., Fernandes, Daniell R. R., Pos, Davide Dal, Giovanni, Filippo Di, Moreira-Muñoz, Andrés & Pádua, Diego G., 2025, Unveiling the secrets of South American Darwin wasps, part I: a comprehensive checklist of the Chilean Ichneumonidae (Hymenoptera: Ichneumonoidea), pp. 1-51 in Zootaxa 5631 (1) on page 19, DOI: 10.11646/zootaxa.5631.1.1, http://zenodo.org/record/15326657
Preconception mental health and the relationship between antenatal depression or anxiety and gestational diabetes mellitus: a population-based cohort study
Creators: name: Thiele, Grace A.
name: Ryan, Deirdre
name: Oberlander, Tim F.
name: Hanley, Gillian E.
Publisher: name: BioMed Central
Year: 2023

description: Background Antenatal depression and anxiety are highly prevalent conditions that have been associated with increased risk for myriad adverse outcomes. Current literature exploring the connection between antenatal mental health and gestational diabetes mellitus (GDM) is limited, presenting conflicting evidence. We sought to evaluate the association between antenatal depression/anxiety (DEP-ANX) and GDM using population-based, administrative data, accounting for aspects of preconception mental health. Methods In this population-based retrospective cohort study, we included all singleton births in British Columbia, Canada from April 1, 2000, to December 31, 2014. We identified instances of DEP-ANX from outpatient and inpatient records that included relevant diagnostic codes and stratified our cohort by preconception DEP-ANX persistence. Logistic regression models were run to estimate odds of GDM given antenatal DEP-ANX. Models were adjusted for the birthing person’s socio-demographics and pregnancy characteristics. Using an expanded cohort, we ran conditional logistic regression models that matched birthing people to themselves (in a subsequent pregnancy) based on discordance of exposure and outcome. Results Out of the 228,144 births included in this study, 43,664 (19.1%) were to birthing people with antenatal health service use for DEP-ANX. There were 4,180 (9.6%) cases of GDM among those antenatal exposure to DEP-ANX compared to 15,102 (8.2%) among those without exposure (SMD 0.049). We observed an unadjusted odds ratio (OR) of 1.19 (95% CI: 1.15 – 1.23) and fully adjusted OR of 1.15 (95% CI: 1.11 – 1.19) overall. Apparent risk for GDM given antenatal DEP-ANX was highest among the no DEP-ANX history stratum, with a fully adjusted OR of 1.24 (95% CI: 1.15 – 1.34). Associations estimated by matched sibling analysis were non-significant (fully adjusted OR 1.19 [95% CI: 0.86 – 1.63]). Conclusions Results from this population-based study suggest an association between antenatal DEP-ANX and GDM that varied based on mental health history. Our analysis could suggest that incident cases of DEP-ANX within pregnancy are more closely associated with GDM compared to recurring or chronic cases.
D1.7 – (D1.5.2) – EEHRxF legal, cybersecurity & trust issues Report
Creators: name: Iscte-Conhecimento e Inovação é um Centro de Valorização e Transferência de Tecnologias
Publisher: name: Zenodo
Year: 2025

description: This is the first iteration of a document which seeks to provide a high-level overview of a wide range of EU level legislation which impacts the adoption and use of digital health solutions.It is divided into three sections looking at the overarching EU legal principle of ensuring access to healthcare for all persons, as enshrined in the European Convention of Human Rights and the Treaty on the Functioning of the European Union (TFEU). It then looks at how these are balanced with two other overarching legal principles: the establishment of the EU internal market and respect for data protection in national and EU law. From looking at high level principles it considers how key EU level legislation impacts the use of digital health solutions within and across EU borders.The objective is to demonstrate the range of competing issues that must be borne in mind when addressing the legal aspects of implementing digital health solutions and to provide a general reference on legal issues which must be addressed. The issues raised under the pillars on access to care and internal market will be addressed in a high-level overview manner. However, more detailed coverage is given to the pillar on data protection as this is central to the focus of XpanDH, with a particular focus on General Data Protection Regulation (GDPR) in this iteration of this document with more detailed guidance on digital security to be addressed in the second iteration of this document, as will specific measures under the European Health Data Space Regulation and Data Act as these become more stable in the negotiations between the European Commission, Parliament and Council.Given that European Health Data Space (EHDS) and key data security legislation is still in negotiation, a second iteration of this document will be developed later in the project’s lifetime, when the legislation is more stable, but also when the work undertaken in the XpanDH bubbles will have identified the needs of digital health stakeholders more clearly.
Sussaba ruida Dasch 1964
Creators: name: Araujo, Rodrigo O.
name: Fernandes, Daniell R. R.
name: Pos, Davide Dal
name: Giovanni, Filippo Di
name: Moreira-Muñoz, Andrés
name: Pádua, Diego G.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Sussaba
Sussaba ruida

description: 9.2.4 Sussaba ruida Dasch, 1964 *
Distribution. Chile (Dasch 1964).
Comments. Dasch (1964) did not provide any specific location for this species.
description: Published as part of Araujo, Rodrigo O., Fernandes, Daniell R. R., Pos, Davide Dal, Giovanni, Filippo Di, Moreira-Muñoz, Andrés & Pádua, Diego G., 2025, Unveiling the secrets of South American Darwin wasps, part I: a comprehensive checklist of the Chilean Ichneumonidae (Hymenoptera: Ichneumonoidea), pp. 1-51 in Zootaxa 5631 (1) on page 19, DOI: 10.11646/zootaxa.5631.1.1, http://zenodo.org/record/15326657
A bag model of matter condensed by the strong interaction
Creators: name: Miao, Zhi-Qiang
name: Xia, Cheng-Jun
name: Lai, Xiao-Yu
name: Maruyama, Toshiki
name: Xu, Ren-Xin
name: Zhou, En-Ping
Publisher: name: arXiv
Year: 2020
Subjects: subject: Nuclear Theory (nucl-th)
subject: High Energy Astrophysical Phenomena (astro-ph.HE)
subject: FOS: Physical sciences

description: Inspired by various astrophysical phenomenons, it is suggested that pulsar-like compact stars are comprised entirely of strangeons (quark-clusters with three-light-flavor symmetry) and a small amount of electrons. In order to better constrain the properties of strangeon stars, we propose a linked bag model to describe the condensed matter by the strong interaction (i.e., strong condensed matter) in both 2-flavoured (nucleons) and 3-flavoured (hyperons, strangeons, etc.) scenarios. The model parameters are calibrated to reproduce the saturation properties of nuclear matter, which are later applied to hyperon matter and strangeon matter. Compared with baryon matter, the derived energy per baryon of strangeon matter is reduced if the strangeon carries a large number of valence quarks, which stiffens the equation of state and consequently increases the maximum mass of strangeon stars. In a large parameter space, the maximum mass and tidal deformability of strangeon stars predicted by the linked bag model are consistent with the current astrophysical constraints. It is found that the maximum mass of strangeon stars can be as large as $\sim 2.5M_\odot$, while the tidal deformability of a $1.4M_\odot$ strangeon star lies in the range of $180\lesssim Λ_{1.4} \lesssim 340$.
Sussaba sulfurea Dasch 1964
Creators: name: Araujo, Rodrigo O.
name: Fernandes, Daniell R. R.
name: Pos, Davide Dal
name: Giovanni, Filippo Di
name: Moreira-Muñoz, Andrés
name: Pádua, Diego G.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Sussaba
Sussaba sulfurea

description: 9.2.5 Sussaba sulfurea Dasch, 1964 *
Distribution. Chile: Región del Biobío (Dasch 1964); Región de La Araucanía (Dasch 1964); Región de Los Lagos (Dasch 1964).
description: Published as part of Araujo, Rodrigo O., Fernandes, Daniell R. R., Pos, Davide Dal, Giovanni, Filippo Di, Moreira-Muñoz, Andrés & Pádua, Diego G., 2025, Unveiling the secrets of South American Darwin wasps, part I: a comprehensive checklist of the Chilean Ichneumonidae (Hymenoptera: Ichneumonoidea), pp. 1-51 in Zootaxa 5631 (1) on page 19, DOI: 10.11646/zootaxa.5631.1.1, http://zenodo.org/record/15326657
On the spectrum of some Bloch-Torrey vector operators
Creators: name: Almog, Yaniv
name: Helffer, Bernard
Publisher: name: arXiv
Year: 2020
Subjects: subject: Mathematical Physics (math-ph)
subject: FOS: Physical sciences
subject: 35P15, 35Q99

description: We consider the Bloch-Torrey operator in $L^2(I,{\mathbb R}^3)$ where $I\subseteq{\mathbb R}$. In contrast with the $L^2(I,{\mathbb R}^2)$ (as well as the $L^2({\mathbb R}^k,{\mathbb R}^2)$) case considered in previous works. We obtain that ${\mathbb R}_+$ is in the continuous spectrum for $I={\mathbb R}$ as well as discrete spectrum outside the real line. For a finite interval we find the left margin of the spectrum. In addition, we prove that the Bloch-Torrey operator must have an essential spectrum for a rather general setup in ${\mathbb R}^k$, and find an effective description for its domain.
Classification of limit varieties of J-trivial monoids
Creators: name: Gusev, S. V.
name: Sapir, O. B.
Publisher: name: arXiv
Year: 2020
Subjects: subject: Group Theory (math.GR)
subject: FOS: Mathematics
subject: 20M07

description: A variety of algebras is called limit if it is non-finitely based but all its proper subvarieties are finitely based. We present a new pair of limit varieties of monoids and show that together with the five limit varieties of monoids previously discovered by Jackson, Zhang and Luo and the first-named author, there are exactly seven limit varieties of J-trivial monoids.
description: 26 pages
Syrphoctonus Forster 1869
Creators: name: Araujo, Rodrigo O.
name: Fernandes, Daniell R. R.
name: Pos, Davide Dal
name: Giovanni, Filippo Di
name: Moreira-Muñoz, Andrés
name: Pádua, Diego G.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Syrphoctonus

description: 9.3 Genus Syrphoctonus Förster, 1869
Syrphoctonus Förster, 1869: 162.
Type species Bassus exsultans Gravenhorst, 1829, by subsequent monotypy by Woldstedt (1877: 441).
description: Published as part of Araujo, Rodrigo O., Fernandes, Daniell R. R., Pos, Davide Dal, Giovanni, Filippo Di, Moreira-Muñoz, Andrés & Pádua, Diego G., 2025, Unveiling the secrets of South American Darwin wasps, part I: a comprehensive checklist of the Chilean Ichneumonidae (Hymenoptera: Ichneumonoidea), pp. 1-51 in Zootaxa 5631 (1) on page 19, DOI: 10.11646/zootaxa.5631.1.1, http://zenodo.org/record/15326657
Inference of dynamic systems from noisy and sparse data via manifold-constrained Gaussian processes
Creators: name: Yang, Shihao
name: Wong, Samuel W. K.
name: Kou, S. C.
Publisher: name: arXiv
Year: 2020
Subjects: subject: Methodology (stat.ME)
subject: Dynamical Systems (math.DS)
subject: FOS: Computer and information sciences
subject: FOS: Mathematics

description: Parameter estimation for nonlinear dynamic system models, represented by ordinary differential equations (ODEs), using noisy and sparse data is a vital task in many fields. We propose a fast and accurate method, MAGI (MAnifold-constrained Gaussian process Inference), for this task. MAGI uses a Gaussian process model over time-series data, explicitly conditioned on the manifold constraint that derivatives of the Gaussian process must satisfy the ODE system. By doing so, we completely bypass the need for numerical integration and achieve substantial savings in computational time. MAGI is also suitable for inference with unobserved system components, which often occur in real experiments. MAGI is distinct from existing approaches as we provide a principled statistical construction under a Bayesian framework, which incorporates the ODE system through the manifold constraint. We demonstrate the accuracy and speed of MAGI using realistic examples based on physical experiments.
Supplementary document for Wavelength and pulse energy optimization for detecting hypoxia in photoacoustic imaging of neonatal brain: a simulation study - 5530092.pdf
Creators: name: Mahmoodkayeh, Sadreddin
name: Kratkiewicz, Karl
name: Manwar, Rayyan
name: Shahbazi, Meysam
name: Ansari, Mohammad Ali
name: Natarajan, Girija
name: Asano, Eishi
name: Avanaki, Kamran
Publisher: name: Optica Publishing Group
Year: 2021
Subjects: Uncategorized

description: Supplement 1
BOʻGʻIM KASALLIKLARI VA UNING TURLARI: GONOARTROZ
Creators: name: Noʻmonjonov, Jumaramziddin
name: Abduvalijonov, Kamronbek
name: Kimsanboyev, Azizbek
Publisher: name: Zenodo
Year: 2025

description: Ushbu maqolada biz bo‘g‘im kasalliklari va ularning ba’zi turlari haqidagi ma’lumotlarni to‘pladik. Ular ichidan gonoartroz kasalligi haqida to‘xtalib o‘tdik. Bu kasallikning paydo bo‘lishi va uning davolash usullarining zamonaviy va xalq usulida ham yoritdik.
Scalar and tensor gravitational waves
Creators: name: Dalang, Charles
name: Fleury, Pierre
name: Lombriser, Lucas
Publisher: name: arXiv
Year: 2020
Subjects: subject: General Relativity and Quantum Cosmology (gr-qc)
subject: Cosmology and Nongalactic Astrophysics (astro-ph.CO)
subject: FOS: Physical sciences

description: In dark-energy models where a scalar field is nonminimally coupled to the spacetime geometry, gravitational waves are expected to be supplemented with a scalar mode. Such scalar waves may interact with the standard tensor waves, thereby affecting their observed amplitude and polarization. Understanding the role of scalar waves is thus essential in order to design reliable gravitational-wave probes of dark energy and gravity beyond general relativity. In this article, we thoroughly investigate the propagation of scalar and tensor waves in the subset of Horndeski theories in which tensor waves propagate at the speed of light. We work at linear order in scalar and metric perturbations, in the eikonal regime, and for arbitrary scalar and spacetime backgrounds. We diagonalize the system of equations of motion and identify the physical tensor mode, which differs from the metric perturbation. We find that interactions between scalar and tensor waves generally depend on the scalar propagation speed. If the scalar waves are luminal or quasiluminal, then interactions are negligible. In the subluminal case, scalar-tensor interactions are effectively suppressed due to the incoherence of the wave's phases.
description: 12+6 pages, 1 figure. v2: extended results for subluminal scalar waves, matches published version in PRD up to minor typos corrected here in Eq. (102), (103), (110), (A.68), (A.28)
Syrphoctonus chilensis
Creators: name: Araujo, Rodrigo O.
name: Fernandes, Daniell R. R.
name: Pos, Davide Dal
name: Giovanni, Filippo Di
name: Moreira-Muñoz, Andrés
name: Pádua, Diego G.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Syrphoctonus
Syrphoctonus chilensis

description: 9.3.1 Syrphoctonus chilensis (Dasch, 1964) *
Distribution. Chile: Región de Atacama (Lanfranco 1974a, b); Región de Coquimbo (Lanfranco 1974b); Región de Valparaíso (Dasch 1964; Lanfranco 1974b; Jerez et al. 1977); Región Metropolitana (Dasch 1964; Lanfranco 1974b); Región de Los Lagos (Dasch 1964; Lanfranco 1974b); Región de Magallanes y de la Antártica Chilena (Dasch 1964; Lanfranco 1974a).
description: Published as part of Araujo, Rodrigo O., Fernandes, Daniell R. R., Pos, Davide Dal, Giovanni, Filippo Di, Moreira-Muñoz, Andrés & Pádua, Diego G., 2025, Unveiling the secrets of South American Darwin wasps, part I: a comprehensive checklist of the Chilean Ichneumonidae (Hymenoptera: Ichneumonoidea), pp. 1-51 in Zootaxa 5631 (1) on page 19, DOI: 10.11646/zootaxa.5631.1.1, http://zenodo.org/record/15326657
Dynamics of growth, death, and resource competition in sessile organisms
Creators: name: Lee, Edward D.
name: Kempes, Christopher P.
name: West, Geoffrey B.
Publisher: name: arXiv
Year: 2020
Subjects: subject: Populations and Evolution (q-bio.PE)
subject: FOS: Biological sciences

description: Population-level scaling in ecological systems arises from individual growth and death with competitive constraints. We build on a minimal dynamical model of metabolic growth where the tension between individual growth and mortality determines population size distribution. We include resource competition based on shared capture area separately. By varying relative rates of growth, death, and competitive attrition, we connect regular and random spatial patterns across sessile organisms from forests to ants, termites, and fairy circles. Then, we consider transient temporal dynamics in the context of asymmetric competition that primarily weakens the smaller of two competitors such as canopy shading or large colony dominance. When such competition couples slow timescales of growth with fast competitive death, it generates population shock waves similar to those observed in forest demographic data. Our minimal quantitative theory unifies spatiotemporal patterns across sessile organisms through local competition mediated by the laws of metabolic growth which in turn result from long-term evolutionary dynamics.
Nuclear Spin Assisted Magnetic Field Angle Sensing
Creators: name: Qiu, Ziwei
name: Vool, Uri
name: Hamo, Assaf
name: Yacoby, Amir
Publisher: name: arXiv
Year: 2020
Subjects: subject: Quantum Physics (quant-ph)
subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: Applied Physics (physics.app-ph)
subject: FOS: Physical sciences

description: Quantum sensing exploits the strong sensitivity of quantum systems to measure small external signals. The nitrogen-vacancy (NV) center in diamond is one of the most promising platforms for real-world quantum sensing applications, predominantly used as a magnetometer. However, its magnetic field sensitivity vanishes when a bias magnetic field acts perpendicular to the NV axis. Here, we introduce a novel sensing strategy assisted by the nitrogen nuclear spin that uses the entanglement between the electron and nuclear spins to restore the magnetic field sensitivity. This, in turn, allows us to detect small changes in the magnetic field angle relative to the NV axis. Furthermore, based on the same underlying principle, we show that the NV coupling strength to magnetic noise, and hence its coherence time, exhibits a strong asymmetric angle dependence. This allows us to uncover the directional properties of the local magnetic environment and to realize maximal decoupling from anisotropic noise.
description: 15 pages, 4 figures in main text + 11 pages, 8 figures in supplementary information
Syrphoctonus comptus
Creators: name: Araujo, Rodrigo O.
name: Fernandes, Daniell R. R.
name: Pos, Davide Dal
name: Giovanni, Filippo Di
name: Moreira-Muñoz, Andrés
name: Pádua, Diego G.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Syrphoctonus
Syrphoctonus comptus

description: 9.3.2 Syrphoctonus comptus (Dasch, 1964)
Distribution. Neotropical; Chile: Región de La Araucanía (Dasch 1964).
description: Published as part of Araujo, Rodrigo O., Fernandes, Daniell R. R., Pos, Davide Dal, Giovanni, Filippo Di, Moreira-Muñoz, Andrés & Pádua, Diego G., 2025, Unveiling the secrets of South American Darwin wasps, part I: a comprehensive checklist of the Chilean Ichneumonidae (Hymenoptera: Ichneumonoidea), pp. 1-51 in Zootaxa 5631 (1) on page 20, DOI: 10.11646/zootaxa.5631.1.1, http://zenodo.org/record/15326657
Reducing prescribing cascades
Creators: name: Therapeutics Initiative (University Of British Columbia)
Publisher: name: The University of British Columbia
Year: 2023

description: Therapeutics Letter 138 examines methods for reducing prescribing cascades. Conclusions: Prescribing cascades cause avoidable polypharmacy and harms. Prevent them by careful indication-based prescribing and screening for cascades during medication reviews. Utilize expert pharmacist or medical consultation when available. Start by familiarization with cascades involving drugs common in primary care; reduce doses if deprescribing seems too radical. Identifying a prescribing cascade is a teachable moment: use it.
Analysis of three dimensional potential problems in non-homogeneous media with physics-informed deep collocation method using material transfer learning and sensitivity analysis
Creators: name: Guo, Hongwei
name: Zhuang, Xiaoying
name: Chen, Pengwan
name: Alajlan, Naif
name: Rabczuk, Timon
Publisher: name: arXiv
Year: 2020
Subjects: subject: Machine Learning (cs.LG)
subject: Computational Physics (physics.comp-ph)
subject: FOS: Computer and information sciences
subject: FOS: Physical sciences

description: In this work, we present a deep collocation method for three dimensional potential problems in nonhomogeneous media. This approach utilizes a physics informed neural network with material transfer learning reducing the solution of the nonhomogeneous partial differential equations to an optimization problem. We tested different cofigurations of the physics informed neural network including smooth activation functions, sampling methods for collocation points generation and combined optimizers. A material transfer learning technique is utilised for nonhomogeneous media with different material gradations and parameters, which enhance the generality and robustness of the proposed method. In order to identify the most influential parameters of the network configuration, we carried out a global sensitivity analysis. Finally, we provide a convergence proof of our DCM. The approach is validated through several benchmark problems, also testing different material variations.
Syrphoctonus daschi Diller 1984
Creators: name: Araujo, Rodrigo O.
name: Fernandes, Daniell R. R.
name: Pos, Davide Dal
name: Giovanni, Filippo Di
name: Moreira-Muñoz, Andrés
name: Pádua, Diego G.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Syrphoctonus
Syrphoctonus daschi

description: 9.3.3 Syrphoctonus daschi Diller, 1984 *
Distribution. Chile: Región de Coquimbo (Dasch 1964; Lanfranco 1974a); Región del Libertador General Bernardo O’Higgins (Dasch 1964); Región de Ñuble (Dasch 1964); Región del Biobío (Dasch 1964); Región de La Araucanía (Dasch 1964); Región de Los Lagos (Dasch 1964); Región de Magallanes y de la Antártica Chilena (Dasch 1964; Lanfranco 1974a).
description: Published as part of Araujo, Rodrigo O., Fernandes, Daniell R. R., Pos, Davide Dal, Giovanni, Filippo Di, Moreira-Muñoz, Andrés & Pádua, Diego G., 2025, Unveiling the secrets of South American Darwin wasps, part I: a comprehensive checklist of the Chilean Ichneumonidae (Hymenoptera: Ichneumonoidea), pp. 1-51 in Zootaxa 5631 (1) on page 20, DOI: 10.11646/zootaxa.5631.1.1, http://zenodo.org/record/15326657
Supplementary document for A plasmonic tapered-fiber interference sensor for simultaneously detecting refractive index and temperature - 5530237.pdf
Creators: name: Chen, Xinghong
name: LI, Xuejin
name: Yi, Duo
name: Hong, Xue Ming
name: chen, yuzhi
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Supporting Information
Water Cleaning Adsorptive Membranes for Efficient Removal of Heavy Metals and Metalloids
Creators: name: Buonomenna, Maria Giovanna
name: Mousavi, Seyyed Mojtaba
name: Hashemi, Seyyed Alireza
name: Lai, Chin Wei
Publisher: name: Multidisciplinary Digital Publishing Institute
Year: 2023

description: Heavy metal pollution represents an urgent worldwide problem due to the increasing number of its sources; it derives both from industrial, e.g., mining, metallurgical, incineration, etc., and agricultural sources, e.g., pesticide and fertilizer use. Features of membrane technology are the absence of phase change or chemical additives, modularity and easy scale-up, simplicity in concept and operation, energy efficiency, and small process footprint. Therefore, if membrane technology is coupled to adsorption technology, one of the most effective treatment strategies to remove heavy metals, namely, Adsorptive Membrane Technology, many typical disadvantages of traditional processes to remove heavy metals, such as low-quality treated water, excessive toxic sludge production, which requires further treatment, can be overcome. In this review, after a broad introduction on the relevance of heavy metal removal and the methods used, a thorough analysis of adsorptive membrane technology is given in terms of strategies to immobilize the adsorbents onto/into membranes and materials used. Regarding this latter aspect, the impressive number of papers present in the literature on the topic has been categorized into five types of adsorptive membranes, i.e., bio-based, bio-inspired, inorganic, functionalized, and MMMs.