cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Is Planckian discreteness observable in cosmology?
Creators: name: Bengochea, Gabriel R.
name: Leon, Gabriel
name: Perez, Alejandro
Publisher: name: arXiv
Year: 2024
Subjects: subject: General Relativity and Quantum Cosmology (gr-qc)
subject: High Energy Astrophysical Phenomena (astro-ph.HE)
subject: High Energy Physics - Phenomenology (hep-ph)
subject: High Energy Physics - Theory (hep-th)
subject: Quantum Physics (quant-ph)
subject: FOS: Physical sciences

description: A Planck scale inflationary era -- in a quantum gravity theory predicting discreteness of quantum geometry at the fundamental scale -- produces the scale invariant spectrum of inhomogeneities with very small tensor-to-scalar ratio of perturbations and a hot big bang leading to a natural dark matter genesis scenario. Here we evoke the possibility that some of the major puzzles in cosmology would have an explanation rooted in quantum gravity.
description: 8 pages. Version accepted for publication
title: Ð£ÑÐµÐ±Ð½Ð¾-Ð¼ÐµÑÐ¾Ð´Ð¸ÑÐµÑÐºÐ¾Ðµ Ð¿Ð¾ÑÐ¾Ð±Ð¸Ðµ Ð¿Ð¾ Ð´Ð¸ÑÑÐ¸Ð¿Ð»Ð¸Ð½Ðµ Â«ÑÐµÑ Ð½Ð¾Ð»Ð¾Ð³Ð¸Ð¸ ÑÐ¾Ð²ÑÐµÐ¼ÐµÐ½Ð½ÑÑ Ð¼Ð°ÑÐµÑÐ¸Ð°Ð»Ð¾Ð²Â», Ð²ÑÐ¾ÑÐ°Ñ ÑÐµÐ´Ð°ÐºÑÐ¸Ñ
title: ÑÑÐµÐ±Ð½Ð¾-Ð¼ÐµÑÐ¾Ð´Ð¸ÑÐµÑÐºÐ¾Ðµ Ð¿Ð¾ÑÐ¾Ð±Ð¸Ðµ
titleType: Subtitle
Creators: name: ÐÑÑ, Ð¢Ð°ÑÑÑÐ½Ð°
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2025
Subjects: Ð¡ÐÐÐÐ¡Ð¢ÐÐ ÐÐÐ¢ÐÐ ÐÐÐÐÐ
Ð¢ÐÐ¥ÐÐÐÐÐÐÐ Ð¡ÐÐÐÐÐÐÐ¯ ÐÐÐÐ«Ð¥ ÐÐÐ¢ÐÐ ÐÐÐÐÐ

description: Ð£ÑÐµÐ±Ð½Ð¾-Ð¼ÐµÑÐ¾Ð´Ð¸ÑÐµÑÐºÐ¾Ðµ Ð¿Ð¾ÑÐ¾Ð±Ð¸Ðµ Ð¿ÑÐµÐ´Ð½Ð°Ð·Ð½Ð°ÑÐµÐ½Ð¾ Ð´Ð»Ñ Ð¿ÑÐµÐ¿Ð¾Ð´Ð°Ð²Ð°ÑÐµÐ»ÐµÐ¹ Ð¿ÑÐµÐ¿Ð¾Ð´Ð°ÑÑÐ¸Ñ Ð¸ ÑÑÑÐ´ÐµÐ½ÑÐ¾Ð² Ð¸Ð·ÑÑÐ°ÑÑÐ¸Ñ Ð´Ð¸ÑÑÐ¸Ð¿Ð»Ð¸Ð½Ñ Â«Ð¢ÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¸ ÑÐ¾Ð²ÑÐµÐ¼ÐµÐ½Ð½ÑÑ Ð¼Ð°ÑÐµÑÐ¸Ð°Ð»Ð¾Ð²Â», Ð² Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¾Ð¼ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¾Ð¼ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑÐµ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾ Ð¾Ð±ÑÑÐ°ÑÑÐ¸ÑÑÑ Ð¿Ð¾ Ð½Ð°Ð¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸ÑÐ¼ 27.03.02 Â«Ð£Ð¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ñ ÐºÐ°ÑÐµÑÑÐ²Ð¾Ð¼Â», 27.03.05 Â«ÐÐ½Ð½Ð¾Ð²Ð°ÑÐ¸ÐºÐ°Â». Ð Ð´Ð°Ð½Ð½Ð¾Ð¼ ÑÑÐµÐ±Ð½Ð¾-Ð¼ÐµÑÐ¾Ð´Ð¸ÑÐµÑÐºÐ¾Ð¼ Ð¿Ð¾ÑÐ¾Ð±Ð¸Ð¸ Ð¿ÑÐ¸Ð²ÐµÐ´ÐµÐ½Ð° Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ñ Ð¾ Ð¿ÑÐ°ÐºÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð·Ð°Ð´Ð°Ð½Ð¸ÑÑ, ÐºÐ¾ÑÐ¾ÑÑÐµ Ð²ÑÐ¿Ð¾Ð»Ð½ÑÑÑÑÑ ÑÑÑÐ´ÐµÐ½ÑÐ°Ð¼Ð¸ Ð² ÑÐ¾Ð´Ðµ Ð¾ÑÐ²Ð¾ÐµÐ½Ð¸Ñ Ð´Ð¸ÑÑÐ¸Ð¿Ð»Ð¸Ð½Ñ Â«Ð¢ÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¸ ÑÐ¾Ð²ÑÐµÐ¼ÐµÐ½Ð½ÑÑ Ð¼Ð°ÑÐµÑÐ¸Ð°Ð»Ð¾Ð²Â», ÐµÑÑÑ Ð¸Ñ ÐºÑÐ°ÑÐºÐ¾Ðµ Ð¾Ð¿Ð¸ÑÐ°Ð½Ð¸Ðµ Ð¸ Ð¼ÐµÑÐ¾Ð´Ð¸ÑÐµÑÐºÐ¸Ðµ ÑÐµÐºÐ¾Ð¼ÐµÐ½Ð´Ð°ÑÐ¸Ð¸ Ð¿Ð¾ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð¸Ñ. Ð¢Ð°ÐºÐ¶Ðµ Ð¿ÑÐ¸Ð²ÐµÐ´ÐµÐ½Ñ Ð¿ÑÐ¸Ð¼ÐµÑÐ½ÑÐµ Ð²Ð¾Ð¿ÑÐ¾ÑÑ Ð¸ÑÐ¾Ð³Ð¾Ð²Ð¾Ð³Ð¾ ÑÐµÑÑÐ° Ð¸ Ð¿ÑÐ¸Ð¼ÐµÑÑ Ð·Ð°Ð´Ð°Ñ Ñ ÑÐµÑÐµÐ½Ð¸ÑÐ¼Ð¸ Ð´Ð»Ñ ÑÐ°Ð¼Ð¾ÑÑÐ¾ÑÑÐµÐ»ÑÐ½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ, ÑÑÐµÐ±Ð¾Ð²Ð°Ð½Ð¸Ñ Ðº Ð½Ð°Ð¿Ð¸ÑÐ°Ð½Ð¸Ñ ÐºÑÑÑÐ¾Ð²Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ Ð¸ ÐºÑÐ¸ÑÐµÑÐ¸Ð¸ ÐµÐµ Ð¾ÑÐµÐ½Ð¸Ð²Ð°Ð½Ð¸Ñ.
ConnorOpenPracticesDisclosure – Supplemental material for Income Inequality and White-on-Black Racial Bias in the United States: Evidence From Project Implicit and Google Trends
Creators: name: Connor, Paul
name: Sarafidis, Vasilis
name: Zyphur, Michael J.
name: Dacher Keltner
name: Chen, Serena
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)
subject: Neuroscience

description: Supplemental material, ConnorOpenPracticesDisclosure for Income Inequality and White-on-Black Racial Bias in the United States: Evidence From Project Implicit and Google Trends by Paul Connor, Vasilis Sarafidis, Michael J. Zyphur, Dacher Keltner and Serena Chen in Psychological Science
Additional file 1 of Evaluation of pharmacist’s practices regarding the antimicrobials dispensing: a simulated patient study
Creators: name: de Souza, Elindayane Vieira
name: Vieira, Lara Joana Santos Caxico
name: dos Santos, Sylmara Nayara Pereira
name: Cerqueira-Santos, Sabrina
name: Rocha, Kérilin Stancine Santos
name: de Oliveira Santos Silva, Rafaella
name: de Lyra Jr, Divaldo Pereira
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Biotechnology
subject: Environmental Sciences not elsewhere classified
subject: Immunology
subject: FOS: Clinical medicine

description: Additional file 1: Appendix A. Case 01 of Simulated /Patient. Appendix B. Case 02 of Simulated Patient.
Supplemental Material, araizaSupplementary_Material - Social-Experience and Temperamental Predictors of Rejection Sensitivity: A Prospective Study
Creators: name: Araiza, Ashley M.
name: Freitas, Antonio L.
name: Klein, Daniel N.
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental Material, araizaSupplementary_Material for Social-Experience and Temperamental Predictors of Rejection Sensitivity: A Prospective Study by Ashley M. Araiza, Antonio L. Freitas and Daniel N. Klein in Social Psychological and Personality Science
Supplemental Material, SPPS_DRM_RR_Supplement_2019_06 - Who Do Multiracials Consider Part of Their Racial In-Group?
Creators: name: A. Chyei Vinluan
name: Remedios, Jessica D.
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental Material, SPPS_DRM_RR_Supplement_2019_06 for Who Do Multiracials Consider Part of Their Racial In-Group? by A. Chyei Vinluan and Jessica D. Remedios in Social Psychological and Personality Science
Appendix_A._Full_List_of_References_in_Review_-_Supplemental_Material_for_Multiple_Jobholding_Review_-_Campion_et_al. – Supplemental material for Multiple Jobholding: An Integrative Systematic Review and Future Research Agenda
Creators: name: Campion, Emily D.
name: Caza, Brianna B.
name: Moss, Sherry E.
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 150310 Organisation and Management Theory
subject: FOS: Economics and business

description: Supplemental material, Appendix_A._Full_List_of_References_in_Review_-_Supplemental_Material_for_Multiple_Jobholding_Review_-_Campion_et_al. for Multiple Jobholding: An Integrative Systematic Review and Future Research Agenda by Emily D. Campion, Brianna B. Caza and Sherry E. Moss in Journal of Management
title: One Hundred and Sixth Commencement, Frostburg State University
title: Frostburg State University commencement
titleType: AlternativeTitle
Creators: name: Frostburg State University
Publisher: name: Maryland Shared Open Access Repository
Year: 1995
Subjects: subject: Frostburg State University
subject: Commencement ceremonies

description: Blank pages have been omitted.
description: Commencement program for May 13, 1995, which may include written corrections and annotations. While every effort is made to ensure accuracy in commencement programs, printing deadlines sometimes prevent inclusion of candidates' names or may result in the use of names of persons not completing graduation requirements.
Table_S2 – Supplemental material for Persistent Cannabis Dependence and Alcohol Dependence Represent Risks for Midlife Economic and Social Problems
Creators: name: Cerdá, Magdalena
name: Moffitt, Terrie E.
name: Meier, Madeline H.
name: HonaLee Harrington
name: Houts, Renate
name: Ramrakha, Sandhya
name: Hogan, Sean
name: Poulton, Richie
name: Caspi, Avshalom
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, Table_S2 for Persistent Cannabis Dependence and Alcohol Dependence Represent Risks for Midlife Economic and Social Problems by Magdalena Cerdá, Terrie E. Moffitt, Madeline H. Meier, HonaLee Harrington, Renate Houts, Sandhya Ramrakha, Sean Hogan, Richie Poulton and Avshalom Caspi in Clinical Psychological Science
Dingwerth_Schmidtke_Weise_EJIR_Appendix – Supplemental material for The rise of democratic legitimation: why international organizations speak the language of democracy
Creators: name: Dingwerth, Klaus
name: Schmidtke, Henning
name: Weise, Tobias
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental material, Dingwerth_Schmidtke_Weise_EJIR_Appendix for The rise of democratic legitimation: why international organizations speak the language of democracy by Klaus Dingwerth, Henning Schmidtke and Tobias Weise in European Journal of International Relations
Museu Virtual Marítimo do Extremo Oriental das Américas - EXEA
Creators: name: Alves, Ticiano
name: Alves, Raphaella
name: Ribeiro, Camila
name: Figueiredo, Alexandra
Publisher: name: Zenodo
Year: 2020

description: Alves et al. (2020). Museu Virtual Marítimo do Extremo Oriental das Américas. Boletim do Centro Português de Geo-História e Pré-história 2 (2) 2020: 33-36. https://www.cpgp.pt/boletim.php
EUP881194 online appendix - Supplemental material for Labour immigration and union strength
Creators: name: Finseraas, Henning
name: Røed, Marianne
name: Schøne, Pål
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 160607 International Relations
subject: FOS: Political science
subject: 120505 Regional Analysis and Development
subject: FOS: Social and economic geography

description: Supplemental material, EUP881194 online appendix for Labour immigration and union strength by Henning Finseraas, Marianne Røed and Pål Schøne in European Union Politics
title: The Co-op-Labour Alliance: An electoral case study of the Attlee years, 1945-1951
Creators: name: Townsend, Ellie
Publisher: name: University of Central Lancashire
Year: 2025

description: The 1945-51 Labour governments have understandably been the subject of a vast amount of historical research given their reputation for radical reform and reconstruction of the British economy and society after the Second World War. Yet, the Attlee governments’ relationship with the Co-operative Party is much less well understood. The Co-operative Party was formed following the Co-operative Union’s decision to seek direct political representation following the First World War with the primary function of protecting the interests of the consumer Co-operative Movement and, despite standing as an independent party, from the outset its MPs aligned themselves with the Labour Party. A formal alliance was agreed in 1927 which henceforth entailed the fielding of joint candidates in conjunction with the Labour Party, an arrangement that was confirmed and further developed through the negotiation of an amended agreement in 1946. Whilst there have been several works which have discussed the Co-operative Party with some focussing directly on the period of Attlee government, they have tended to characterise relations as being tense due to the incompatibility of Labour’s centralised party organisation and statist policies and the Co-operative movement’s democratic, voluntary consumerism. However, there remains a general neglect of how the Co-op-Labour alliance functioned during this period with regards to electoral organisation and campaigning. This remains a grave oversight given that the Co-operative Party was formed to provide parliamentary representation for the Co-operative Movement, forged and maintained an alliance with Labour to secure this goal, and from 1945 was the third largest party in Parliament.

This thesis, therefore, aims to enhance understanding of Co-op-Labour relations during the period of the Attlee governments through a case study of the Co-operative Party’s electoral organisation, campaigning, and performance between 1945 and 1951. By analysing the interconnected themes of candidate selection, policymaking and constituency campaigning, the thesis seeks to provide insights into the extent to which this alliance proved an effective way to secure parliamentary representation and protect the interests of the Co-operative Movement. Through the use of a combination of previously unused and neglected archival sources, the thesis aims to revise existing pessimistic interpretations of the alliance by arguing that this diverse, locally based, voluntary alliance did largely function as an effective medium by which the Co-operative Party could gain parliamentary representation for the Co-operative movement at a level which it was content with whilst still enabling the movement to retain sufficient independence and agency to defend its core business interests.
The Coherent Unconscious – Theory of Post-Freudian Mental Integration
Creators: name: contrisciani, patrizio
Publisher: name: Zenodo
Year: 2025

description: This thesis introduces the theory of the Coherent Unconscious, a radical redefinition of unconscious structures beyond classical psychoanalysis. Contrary to Freud's view of the unconscious as a universal biological drive system, this work proposes that the unconscious emerges when rigid symbolic pillars—such as God, justice, freedom, or love—are contradicted by lived experience. These internal fractures generate repression not as instinctual censorship, but as symbolic exile.

 

The unconscious is thus reframed as an active archive of unresolved contradictions. It is not a reservoir of primitive desires, but a vault of violated meanings. Healing, within this model, does not mean returning to homeostasis, but reintegrating these fractures into a coherent symbolic self.

 

Through philosophical grounding, clinical implications, and a narrative case study, this thesis offers a framework for evolving therapy from symptom reduction to symbolic literacy. It proposes a new vision of mental integration, where the unconscious becomes not an enemy to silence, but an ally to transform. Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
Enhancing lattice kinetic schemes for fluid dynamics with Lattice-Equivariant Neural Networks
Creators: name: Ortali, Giulio
name: Gabbana, Alessandro
name: Atmodimedjo, Imre
name: Corbetta, Alessandro
Publisher: name: arXiv
Year: 2024
Subjects: subject: Computational Physics (physics.comp-ph)
subject: Machine Learning (cs.LG)
subject: Fluid Dynamics (physics.flu-dyn)
subject: FOS: Physical sciences
subject: FOS: Computer and information sciences

description: We present a new class of equivariant neural networks, hereby dubbed Lattice-Equivariant Neural Networks (LENNs), designed to satisfy local symmetries of a lattice structure. Our approach develops within a recently introduced framework aimed at learning neural network-based surrogate models Lattice Boltzmann collision operators. Whenever neural networks are employed to model physical systems, respecting symmetries and equivariance properties has been shown to be key for accuracy, numerical stability, and performance.
 Here, hinging on ideas from group representation theory, we define trainable layers whose algebraic structure is equivariant with respect to the symmetries of the lattice cell. Our method naturally allows for efficient implementations, both in terms of memory usage and computational costs, supporting scalable training/testing for lattices in two spatial dimensions and higher, as the size of symmetry group grows. We validate and test our approach considering 2D and 3D flowing dynamics, both in laminar and turbulent regimes. We compare with group averaged-based symmetric networks and with plain, non-symmetric, networks, showing how our approach unlocks the (a-posteriori) accuracy and training stability of the former models, and the train/inference speed of the latter networks (LENNs are about one order of magnitude faster than group-averaged networks in 3D). Our work opens towards practical utilization of machine learning-augmented Lattice Boltzmann CFD in real-world simulations.
Appendix_1 – Supplemental material for Lithium-associated hypothyroidism and potential for reversibility after lithium discontinuation: Findings from the LiSIE retrospective cohort study
Creators: name: Lieber, Ingrid
name: Ott, Michael
name: Öhlund, Louise
name: Lundqvist, Robert
name: Eliasson, Mats
name: Sandlund, Mikael
name: Werneke, Ursula
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)

description: Supplemental material, Appendix_1 for Lithium-associated hypothyroidism and potential for reversibility after lithium discontinuation: Findings from the LiSIE retrospective cohort study by Ingrid Lieber, Michael Ott, Louise Öhlund, Robert Lundqvist, Mats Eliasson, Mikael Sandlund and Ursula Werneke in Journal of Psychopharmacology
Supplemental_material - Follow the foreign leader? Why following foreign incumbents is an effective electoral strategy
Creators: name: Ezrow, Lawrence
name: Böhmelt, Tobias
name: Lehrer, Roni
name: Ward, Hugh
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental_material for Follow the foreign leader? Why following foreign incumbents is an effective electoral strategy by Lawrence Ezrow, Tobias Böhmelt, Roni Lehrer and Hugh Ward in Party Politics
extra_material_online10_june_2020 – Supplemental material for Exploring young people’s perceptions about secondary school: Critical issues and improvements to prevent dropout risk in disadvantaged contexts
Creators: name: Bussu, Anna
name: Pulina, Manuela
Publisher: name: SAGE Journals
Year: 2020
Subjects: Education

description: Supplemental material, extra_material_online10_june_2020 for Exploring young people’s perceptions about secondary school: Critical issues and improvements to prevent dropout risk in disadvantaged contexts by Anna Bussu and Manuela Pulina in Improving Schools
Additional file 3 of Safety and efficacy outcomes after intranasal administration of neural stem cells in cerebral palsy: a randomized phase 1/2 controlled trial
Creators: name: Lv, Zhongyue
name: Li, Ying
name: Wang, Yachen
name: Cong, Fengyu
name: Li, Xiaoyan
name: Cui, Wanming
name: Han, Chao
name: Wei, Yushan
name: Hong, Xiaojun
name: Liu, Yong
name: Ma, Luyi
name: Jiao, Yang
name: Zhang, Chi
name: Li, Huanjie
name: Jin, Mingyan
name: Wang, Liang
name: Ni, Shiwei
name: Liu, Jing
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Cell Biology
subject: Neuroscience
subject: Physiology
subject: FOS: Biological sciences
subject: Pharmacology
subject: Mental Health

description: Additional file 3. Functional brain network analysis methods.
Additional file 1 of Transcriptional profiling of hepatocytes infected with the replicative form of the malaria parasite Plasmodium cynomolgi
Creators: name: Mitchell, Gabriel
name: Roma, Guglielmo
name: Voorberg-van der Wel, Annemarie
name: Beibel, Martin
name: Zeeman, Anne-Marie
name: Schuierer, Sven
name: Torres, Laura
name: Flannery, Erika L.
name: Kocken, Clemens H. M.
name: Mikolajczak, Sebastian A.
name: Diagana, Thierry T.
Publisher: name: figshare
Year: 2024
Subjects: subject: Physical Sciences not elsewhere classified
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: Virology
subject: Computational Biology

description: Additional file 1. Host read counts and host expressed read counts for samples used in this study. Additional file table.
Online_Supplemental_Material_FinalJCR_03JAN2019 - Networks of Cooperation: Rebel Alliances in Fragmented Civil Wars
Creators: name: Gade, Emily Kalah
name: Gabbay, Michael
name: Hafez, Mohammed M.
name: Kelly, Zane
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 220104 Human Rights and Justice Issues
subject: FOS: Philosophy, ethics and religion
subject: 160607 International Relations
subject: FOS: Political science

description: Online_Supplemental_Material_FinalJCR_03JAN2019 for Networks of Cooperation: Rebel Alliances in Fragmented Civil Wars by Emily Kalah Gade, Michael Gabbay, Mohammed M. Hafez, and Zane Kelly in Journal of Conflict Resolution
Supplementary_Table_revision_2 – Supplemental material for Helicobacter pylori eradication in patients with type 2 diabetes mellitus: Multicenter prospective observational study
Creators: name: Seung-Joo Nam
name: Park, Sung Chul
name: Lee, Sang Hoon
name: Choi, Dong Wook
name: Lee, Sung Joon
name: Bang, Chang Seok
name: Baik, Gwang Ho
name: Park, Jong Kyu
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: Cardiology
subject: 110599 Dentistry not elsewhere classified
subject: FOS: Clinical medicine
subject: 110305 Emergency Medicine
subject: 110306 Endocrinology
subject: 110308 Geriatrics and Gerontology
subject: 110904 Neurology and Neuromuscular Diseases
subject: 111099 Nursing not elsewhere classified
subject: 111199 Nutrition and Dietetics not elsewhere classified
subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: 110314 Orthopaedics
subject: 110604 Sports Medicine
subject: 110315 Otorhinolaryngology
subject: 111702 Aged Health Care
subject: 111403 Paediatrics
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)
subject: 111799 Public Health and Health Services not elsewhere classified
subject: 110203 Respiratory Diseases
subject: 160807 Sociological Methodology and Research Methods
subject: FOS: Sociology
subject: 110323 Surgery
subject: 70706 Veterinary Medicine
subject: FOS: Veterinary sciences

description: Supplemental material, Supplementary_Table_revision_2 for Helicobacter pylori eradication in patients with type 2 diabetes mellitus: Multicenter prospective observational study by Seung-Joo Nam, Sung Chul Park, Sang Hoon Lee, Dong Wook Choi, Sung Joon Lee, Chang Seok Bang, Gwang Ho Baik and Jong Kyu Park in SAGE Open Medicine
Additional file 2 of Transcriptional profiling of hepatocytes infected with the replicative form of the malaria parasite Plasmodium cynomolgi
Creators: name: Mitchell, Gabriel
name: Roma, Guglielmo
name: Voorberg-van der Wel, Annemarie
name: Beibel, Martin
name: Zeeman, Anne-Marie
name: Schuierer, Sven
name: Torres, Laura
name: Flannery, Erika L.
name: Kocken, Clemens H. M.
name: Mikolajczak, Sebastian A.
name: Diagana, Thierry T.
Publisher: name: figshare
Year: 2024
Subjects: subject: Physical Sciences not elsewhere classified
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: Virology
subject: Computational Biology

description: Additional file 2. Samples used in this study. Additional file table.
Supplemental material for Pro-environmental behaviour of hotel guests: Application of the Theory of Planned Behaviour and social norms to towel reuse
Creators: name: Budovska, Veronika
name: Delgado, Antonio Torres
name: Øgaard, Torvald
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: Economics
subject: 150310 Organisation and Management Theory
subject: FOS: Economics and business
subject: 150402 Hospitality Management

description: Supplemental Material for Pro-environmental behaviour of hotel guests: Application of the Theory of Planned Behaviour and social norms to towel reuse by Veronika Budovska, Antonio Torres Delgado and Torvald Øgaard in Tourism and Hospitality Research
Supplementary_Material – Supplemental material for Symptoms compatible with functional bowel disorders are common in patients with quiescent ulcerative colitis and influence the quality of life but not the course of the disease
Creators: name: Mavroudis, Georgios
name: Simren, Magnus
name: Jonefjäll, Börje
name: Öhman, Lena
name: Strid, Hans
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111199 Nutrition and Dietetics not elsewhere classified
subject: FOS: Health sciences
subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: FOS: Clinical medicine
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified

description: Supplemental material, Supplementary_Material for Symptoms compatible with functional bowel disorders are common in patients with quiescent ulcerative colitis and influence the quality of life but not the course of the disease by Georgios Mavroudis, Magnus Simren, Börje Jonefjäll, Lena Öhman and Hans Strid in Therapeutic Advances in Gastroenterology
Supplemental Material, Taylor_18050058_toSage_suppTbls - Using Genetic Burden Scores for Gene-by-Methylation Interaction Analysis on Metabolic Syndrome in African Americans
Creators: name: Taylor, Jacquelyn Y.
name: Ware, Erin B.
name: Wright, Michelle L.
name: Smith, Jennifer A.
name: Kardia, Sharon L. R.
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111099 Nursing not elsewhere classified
subject: FOS: Health sciences

description: Supplemental Material, Taylor_18050058_toSage_suppTbls for Using Genetic Burden Scores for Gene-by-Methylation Interaction Analysis on Metabolic Syndrome in African Americans by Jacquelyn Y. Taylor, Erin B. Ware, Michelle L. Wright, Jennifer A. Smith, and Sharon L. R. Kardia in Biological Research For Nursing
Supplemental Material, Supplementary_table_2 - Recurrent Pain and Academic Achievement in School-Aged Children: A Systematic Review
Creators: name: Ragnarsson, Susanne
name: Myleus, Anna
name: Anna-Karin Hurtig
name: Sjöberg, Gunnar
name: Per-Åke Rosvall
name: Petersen, Solveig
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 111099 Nursing not elsewhere classified
subject: FOS: Health sciences
subject: 111403 Paediatrics
subject: FOS: Clinical medicine
subject: Education

description: Supplemental Material, Supplementary_table_2 for Recurrent Pain and Academic Achievement in School-Aged Children: A Systematic Review by Susanne Ragnarsson, Anna Myleus, Anna-Karin Hurtig, Gunnar Sjöberg, Per-Åke Rosvall and Solveig Petersen in The Journal of School Nursing
Supplementary_table – Supplemental material for Locomotor Training Increases Synaptic Structure With High NGL-2 Expression After Spinal Cord Hemisection
Creators: name: Kazu Kobayakawa
name: DePetro, Kyleigh Alexis
name: Zhong, Hui
name: Bau Pham
name: Hara, Masamitsu
name: Harada, Akihito
name: Nogami, Jumpei
name: Ohkawa, Yasuyuki
name: V. Reggie Edgerton
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 110308 Geriatrics and Gerontology
subject: FOS: Clinical medicine
subject: 110904 Neurology and Neuromuscular Diseases
subject: Neuroscience

description: Supplemental material, Supplementary_table for Locomotor Training Increases Synaptic Structure With High NGL-2 Expression After Spinal Cord Hemisection by Kazu Kobayakawa, Kyleigh Alexis DePetro, Hui Zhong, Bau Pham, Masamitsu Hara, Akihito Harada, Jumpei Nogami, Yasuyuki Ohkawa and V. Reggie Edgerton in Neurorehabilitation and Neural Repair
Additional file 1 of Association between diverticular disease and colorectal cancer: a bidirectional mendelian randomization study
Creators: name: Zhang, Yanxi
name: Zhang, Han
name: Zhu, Jinghan
name: He, Yazhou
name: Wang, Peng
name: Li, Doudou
name: Liu, Xiaozhuan
name: Jin, Wen
name: Zhang, Junxi
name: Xu, Chuan
name: Yu, Zengli
name: Zhao, Xin
name: Cui, Lingling
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Biotechnology
subject: Chemical Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Cancer
subject: Science Policy

description: Supplementary Material 1
Additional file 1 of Clinical supervision in podiatry in Australia and New Zealand: supervisor challenges in this role
Creators: name: Reynolds, Katrina
name: McLean, Michelle
Publisher: name: figshare
Year: 2024
Subjects: subject: Biophysics
subject: Space Science
subject: Medicine
subject: Cell Biology
subject: Neuroscience
subject: Biotechnology
subject: Environmental Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Science Policy
subject: Mental Health

description: Additional file 1: Appendix 1. Survey instrument.
Supplementary document for Stable gigahertz- and mmWave-repetition-rate solitons on X-cut lithium niobate - 7465715.pdf
Creators: name: Song, Yunxiang
name: Zhu, Xinrui
name: Zuo, Xiangying
name: Huang, Guanhao
name: Loncar, Marko
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Supplemental material
Additional file 7 of Transcriptional profiling of hepatocytes infected with the replicative form of the malaria parasite Plasmodium cynomolgi
Creators: name: Mitchell, Gabriel
name: Roma, Guglielmo
name: Voorberg-van der Wel, Annemarie
name: Beibel, Martin
name: Zeeman, Anne-Marie
name: Schuierer, Sven
name: Torres, Laura
name: Flannery, Erika L.
name: Kocken, Clemens H. M.
name: Mikolajczak, Sebastian A.
name: Diagana, Thierry T.
Publisher: name: figshare
Year: 2024
Subjects: subject: Physical Sciences not elsewhere classified
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: Virology
subject: Computational Biology

description: Additional file 7. Most up- and down-regulated genes in primary rhesus macaque hepatocytes infected with P. cynomolgi schizonts in comparison to uninfected bystander (negative) cells. Supplemental table associated with Fig. 1.
La Repubblica delle migrazioni: valori da custodire VS diritti da riconoscere entro e oltre i confini nazionali
Creators: name: Di Majo, Luca
Publisher: name: Università degli Studi di Urbino "Carlo Bo"
Year: 2016

description: [Republic of migration: values to be preserved VS  rights to be granted in and out national borders] This essay is organized into three areas: the first one is focused on the migrations flow and the construction of “wall” that divides the EU States-members; the second one is focused on the traditional meaning of citizenship; the third one consists of a reflection if it is possible to enucleate a ideal citizenship beyond the State.
description: Cultura giuridica e diritto vivente, Vol 3 (2016)
La Dichiarazione comune del papa di Roma Francesco e del katholicòs di Etchmiadzin Karekin II: valutazioni religiose della realtà socio-politica attuale
Creators: name: Parlato, Vittorio
Publisher: name: Università degli Studi di Urbino "Carlo Bo"
Year: 2016

description: [The Joint Declaration of Francis, Pope of Rome, and of Karekin II, Catholicos of Etchmiadzin. Religious assessments of the current socio-political reality] Pope Francis's visit to Armenia is closely connected with the memory of the Armenian genocide that occurred under the Ottoman Empire a century ago. The Joint Declaration made by Francis, the Pope of Rome, and by Karekin II, the Catholikos of Etchmiadzin and Supreme Patriarch of all the Armenians, is mainly concerned with social questions and current geopolitical assessments. The Armenian Church, which has shaped the national identity of this people, belongs to the 'Ancient Oriental Churches' that have not accepted the decisions taken at the 451 Council of Chalcedon with regard to the dual nature of Jesus Christ who is God and man and formally monophysite. In previous statements, however, the two churches pointed out the substantial identity of the faith they profess.
description: Cultura giuridica e diritto vivente, Vol 3 (2016)
Additional file 1 of Iranian school-aged twin registry: preliminary reports and project progress
Creators: name: Abtahi, Hamidreza
name: Gholamzadeh, Marsa
name: Baharii, Roza
Publisher: name: figshare
Year: 2024
Subjects: subject: Biophysics
subject: Genetics
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified
subject: Science Policy
subject: Computational Biology

description: Additional file 1.
Constraining Gluonic Contact Interaction of a Neutrino-philic Dark Fermion at Hadron Colliders and Direct Detection Experiments
Creators: name: Ma, Kai
name: He, Lin-Yun
Publisher: name: arXiv
Year: 2024
Subjects: subject: High Energy Physics - Phenomenology (hep-ph)
subject: FOS: Physical sciences

description: Weakly interacting fermions with the Standard Model particles are promising candidates for the dark matter. In this paper, we study signatures of the gluonic interactions of a dark fermion and a neutrino at hadron colliders and direct detection experiments. The lowest order interactions are described by contact operators in dimension 7. At hadron colliders, the mono-jet production is the most sensitive channel. And these operators can also induce both spin-independent and spin-dependent absorption of the dark fermion at nuclear targets. We show that for a nearly massless dark fermion, the energy scales are constrained to be higher than 500 GeV and 1.2 TeV by the current LHC and HE-LHC searches, respectively. Furthermore, we also find that almost all the parameter space accessible by the spin-independent absorption has been excluded by the current LHC constraints. In contrast, for spin-dependent absorption at light nuclear targets there is still some parameter space which cannot be reached by current and upcoming LHC searches.
description: 34 pages, 7 captioned figures; 1 figure and 3 tables in the Appendix; matches the published version
Additional file 2 of Iranian school-aged twin registry: preliminary reports and project progress
Creators: name: Abtahi, Hamidreza
name: Gholamzadeh, Marsa
name: Baharii, Roza
Publisher: name: figshare
Year: 2024
Subjects: subject: Biophysics
subject: Genetics
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified
subject: Science Policy
subject: Computational Biology

description: Additional file 2.
RAS869430 Supplemetal Material - Supplemental material for Public administration sustainability and its organizational basis
Creators: name: Trondal, Jarle
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 160607 International Relations
subject: FOS: Political science
subject: 160509 Public Administration

description: Supplemental material, RAS869430 Supplemetal Material for Public administration sustainability and its organizational basis by Jarle Trondal in International Review of Administrative Sciences
Supplemental_Material_ – Supplemental material for G-protein αq gene expression plays a role in alcohol tolerance in Drosophila melanogaster
Creators: name: Aleyakpo, Benjamin
name: Oghenetega Umukoro
name: Kavlie, Ryan
name: Ranson, Daniel C.
name: Thompsett, Andrew
name: Corcoran, Olivia
name: Casalotti, Stefano O.
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: Neuroscience

description: Supplemental material, Supplemental_Material_ for G-protein αq gene expression plays a role in alcohol tolerance in Drosophila melanogaster by Benjamin Aleyakpo, Oghenetega Umukoro, Ryan Kavlie, Daniel C. Ranson, Andrew Thompsett, Olivia Corcoran and Stefano O. Casalotti in Brain and Neuroscience Advances
Supplementary_Material - A Quasi-Experimental Study Examining the Impact and Challenges of Implementing a Fitness-Based Health Risk Assessment and a Physical Activity Counseling Intervention in the Workplace Setting
Creators: name: Hamm, Naomi C.
name: D. Scott Kehler
name: Hay, Jacqueline L.
name: Stammers, Andrew N.
name: Shaelyn M. Strachan
name: Bouchard, Danielle R.
name: Duhamel, Todd A.
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: Medicine
subject: 111799 Public Health and Health Services not elsewhere classified
subject: FOS: Health sciences

description: Supplementary_Material for A Quasi-Experimental Study Examining the Impact and Challenges of Implementing a Fitness-Based Health Risk Assessment and a Physical Activity Counseling Intervention in the Workplace Setting by Naomi C. Hamm, D. Scott Kehler, Jacqueline L. Hay, Andrew N. Stammers, Shaelyn M. Strachan, Danielle R. Bouchard and Todd A. Duhamel in Health Services Research and Managerial Epidemiology
INE886405 Supplemetal Material4 - Supplemental material for Mechanical thrombectomy with second-generation devices for acute cerebral middle artery M2 segment occlusion: A meta-analysis
Creators: name: Li, Guangshuo
name: Huang, Rui
name: Li, Weishuai
name: Zhang, Xiaotian
name: Bi, Guorong
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: Neuroscience

description: Supplemental material, INE886405 Supplemetal Material4 for Mechanical thrombectomy with second-generation devices for acute cerebral middle artery M2 segment occlusion: A meta-analysis by Guangshuo Li, Rui Huang, Weishuai Li, Xiaotian Zhang and Guorong Bi in Interventional Neuroradiology
INE886405 Supplemetal Material6 - Supplemental material for Mechanical thrombectomy with second-generation devices for acute cerebral middle artery M2 segment occlusion: A meta-analysis
Creators: name: Li, Guangshuo
name: Huang, Rui
name: Li, Weishuai
name: Zhang, Xiaotian
name: Bi, Guorong
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: Neuroscience

description: Supplemental material, INE886405 Supplemetal Material6 for Mechanical thrombectomy with second-generation devices for acute cerebral middle artery M2 segment occlusion: A meta-analysis by Guangshuo Li, Rui Huang, Weishuai Li, Xiaotian Zhang and Guorong Bi in Interventional Neuroradiology
JTT877746 Supplemetal Material - Supplemental material for Emergency department telemedicine consults decrease time to interpret computed tomography of the head in a multi-network cohort
Creators: name: Swanson, Morgan B
name: Miller, Aspen C
name: Ward, Marcia M
name: Ullrich, Fred
name: Merchant, Kimberly AS
name: Mohr, Nicholas M
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111799 Public Health and Health Services not elsewhere classified

description: Supplemental material, JTT877746 Supplemetal Material for Emergency department telemedicine consults decrease time to interpret computed tomography of the head in a multi-network cohort by Morgan B Swanson, Aspen C Miller, Marcia M Ward, Fred Ullrich, Kimberly AS Merchant and Nicholas M Mohr in Journal of Telemedicine and Telecare
ACR883714 Supplemetal Material4 - Supplemental material for Comparison of tissue tracking assessment by cardiovascular magnetic resonance for cardiac amyloidosis and hypertrophic cardiomyopathy
Creators: name: Jung, Hye Na
name: Kim, Sung Mok
name: Lee, Jeong Hyun
name: Yiseul Kim
name: Sang-Chol Lee
name: Eun-Seok Jeon
name: Yong, Hwan Seok
name: Choe, Yeon Hyeon
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 110320 Radiology and Organ Imaging
subject: FOS: Clinical medicine

description: Supplemental material, ACR883714 Supplemetal Material4 for Comparison of tissue tracking assessment by cardiovascular magnetic resonance for cardiac amyloidosis and hypertrophic cardiomyopathy by Hye Na Jung, Sung Mok Kim, Jeong Hyun Lee, Yiseul Kim, Sang-Chol Lee, Eun-Seok Jeon, Hwan Seok Yong and Yeon Hyeon Choe in Acta Radiologica
Group Sparse Matrix Optimization for Efficient Quantum State Transformation
Creators: name: Man, Lai Kin
name: Wang, Xin
Publisher: name: arXiv
Year: 2024
Subjects: subject: Quantum Physics (quant-ph)
subject: FOS: Physical sciences

description: Finding ways to transform a quantum state to another is fundamental to quantum information processing. In this paper, we apply the sparse matrix approach to the quantum state transformation problem. In particular, we present a new approach for searching for unitary matrices for quantum state transformation by directly optimizing the objective problem using the Alternating Direction Method of Multipliers (ADMM). Moreover, we consider the use of group sparsity as an alternative sparsity choice in quantum state transformation problems. Our approach incorporates sparsity constraints into quantum state transformation by formulating it as a non-convex problem. It establishes a useful framework for efficiently handling complex quantum systems and achieving precise state transformations.
description: 20 pages, 5 figures
Mining and analysis of adverse event signals for alendronate based on the real-world data of FDA adverse event reporting system database
Creators: name: Zhao, Ziyi
name: Ji, Hongxiang
name: Zhang, Chenghao
name: Wang, Zhengdan
name: Ren, Shengquan
name: Liu, Chunlei
name: Wu, Caifeng
name: Wang, Jian
name: Ding, Xiaoheng
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Physiology
subject: Pharmacology
subject: Biotechnology
subject: Immunology
subject: FOS: Clinical medicine
subject: Mathematical Sciences not elsewhere classified
subject: Science Policy

description: Our study aims to assess alendronate-related adverse events (AEs) from the US FDA adverse event reporting system database. The AE data associated with alendronate between the first quarter of 2004 and the first quarter of 2024 were selected. Various signal quantification methods, including the ROR, PRR, BCPNN, and EBGM, were applied for analysis. In 34,943 reports where alendronate was the primary suspected drug for the AE, 24 affected system organ classes and 1046 significant preferred terms were identified in this study. Several significant AEs beyond drug instructions with strong signals were determined, including low turnover osteopathy, fracture delayed union, fracture nonunion, loss of anatomical alignment after fracture reduction, fracture malunion, periprosthetic fracture, carotid bruit, oral fibroma, traumatic occlusion, and phlebolith. The median time to onset of alendronate-related AEs was 306 days (interquartile range [IQR] 12–1,461 days), and the majority of cases occurred 2 years later (18.80%) and within 30 days (14.49%). The current study detected multiple potential new AE signals for alendronate, and more clinical research is required to further validate our results and clarify their associations.
Safety concerns of aztreonam: a real-world disproportionality analysis based on FDA Adverse Event Reporting System
Creators: name: Cai, Li-li
name: Zhou, Hong
name: Wu, Na-mei
name: Hong, Li-mian
name: Lin, Zhi-hang
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Medicine
subject: Pharmacology
subject: Biotechnology
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Aztreonam was approved by the FDA for treating Gram-negative infections, including metallo-β-lactamase producers. This study extensively evaluated aztreonam-related adverse events (AEs) from the FDA Adverse Event Reporting System (FAERS) database for a better understanding of toxicities. The signals of aztreonam-related AEs were quantified using disproportionality analyses, like reporting odds ratio, proportional reporting ratio, Bayesian confidence propagation neural network, and multi-item gamma Poisson shrinker algorithms. Among the 18,182,912 records retrieved from the FAERS 11,627 cases were identified where aztreonam was the primary suspect drug. A total of 127 preferred terms with significant disproportionality that simultaneously met the criteria of all algorithms were retained. Unexpected safety signals such as cholestatic liver injury, hypoprothrombinemia, hemoptysis, pulmonary hemorrhage, drug reaction with eosinophilia and systemic symptoms, acute generalized exanthematous pustulosis and so on may also manifest in adults, particularly in elderly patients. The median onset time for AEs related to intravenous aztreonam was 4 days, compared to a year after the initiation of inhaled aztreonam. Our study identified potential new adverse event signals and offered a thorough understanding of aztreonam’s safety profiles. This information is crucial for enhanced cliggnical monitoring and risk assessment, aiding healthcare professionals in tailoring their approach.
Real-world safety evaluation of atorvastatin: insights from the US FDA adverse event reporting system (FAERS)
Creators: name: Wan, Hongbing
name: Xu, Xiuxiu
name: Yi, Dasong
name: Shuai, Kexin
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Pharmacology
subject: Biotechnology
subject: Immunology
subject: FOS: Clinical medicine
subject: Cancer

description: Given the extensive use of atorvastatin in managing cardiovascular conditions and the surge in reported adverse drug reactions (ADRs), this study leverages the FAERS database to comprehensively evaluate atorvastatin-associated adverse events, thereby enhancing our understanding of its safety profile in real-world settings. A retrospective observational pharmacovigilance study was conducted using FAERS data from Q1 2004 to Q1 2024. Four algorithms – ROR, PRR, BCPNN, and EBGM – were employed to detect signals of adverse events (AEs) linked to atorvastatin through disproportionality analysis. Out of 17,627,340 reports in the FAERS database 81,955 involved atorvastatin. Consistently identified AEs across all four algorithms included musculoskeletal and connective tissue disorders, metabolic and nutritional disorders, and hepatobiliary disorders at the system organ class (SOC) level. A total of 4,575 significant disproportionate preferred terms (PTs) were observed across 23 SOCs, with key PTs being ‘immune-mediated myositis,’ ‘type 2 diabetes mellitus,’ ‘necrotizing myositis,’ ‘autoimmune myositis,’ and ‘myopathy.’ Additionally, unexpected AEs such as erectile dysfunction were identified. The median onset time for these AEs was 60 days, with most occurring within the first 30 days of treatment. This study identified both expected and unexpected AEs associated with atorvastatin, highlighting the need for continued surveillance and providing valuable insights for clinicians to optimize atorvastatin use and address safety concerns.
Adaptive Interface-PINNs (AdaI-PINNs): An Efficient Physics-informed Neural Networks Framework for Interface Problems
Creators: name: Roy, Sumanta
name: Annavarapu, Chandrasekhar
name: Roy, Pratanu
name: Sarma, Antareep Kumar
Publisher: name: arXiv
Year: 2024
Subjects: subject: Machine Learning (cs.LG)
subject: FOS: Computer and information sciences

description: We present an efficient physics-informed neural networks (PINNs) framework, termed Adaptive Interface-PINNs (AdaI-PINNs), to improve the modeling of interface problems with discontinuous coefficients and/or interfacial jumps. This framework is an enhanced version of its predecessor, Interface PINNs or I-PINNs (Sarma et al.; https://dx.doi.org/10.2139/ssrn.4766623), which involves domain decomposition and assignment of different predefined activation functions to the neural networks in each subdomain across a sharp interface, while keeping all other parameters of the neural networks identical. In AdaI-PINNs, the activation functions vary solely in their slopes, which are trained along with the other parameters of the neural networks. This makes the AdaI-PINNs framework fully automated without requiring preset activation functions. Comparative studies on one-dimensional, two-dimensional, and three-dimensional benchmark elliptic interface problems reveal that AdaI-PINNs outperform I-PINNs, reducing computational costs by 2-6 times while producing similar or better accuracy.
description: 17 pages, 8 figures, 6 tables