reapxdev/zenodo-scraper huggingface dataset:
Data for "Quantum many-body dynamics in two dimensions with artificial neural networks"
Authors: Schmitt, Markus, Heyl, Markus
Type: Dataset
Published: 2026-08-03

<p>These are the observable expectation values plotted in Figures 1 and 2 of <a href="https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.125.100503" rel="noopener">Phys. Rev. Lett. 125, 100503 (2020)</a>.</p>
<p>The nomenclature of the files indicates which network it corresponds to in the format `observables_net=(CHANNELS-PER-LAYER)_(FILTER-SIZE)`.</p>
<p>The data files are plain text files containing row-wise one set of observables for each time point. The header lines of the file indicate the observables for each column:<br>- E for the energy<br>- Sx for the Pauli-X operator<br>- Sz for the Pauli-Z operator<br>- SzSz for a correlation function of two Pauli-Z operators. The difference vector of both lattice sites is given in the rows below.</p>
ЕNHАNCING ЕFFICIЕNCY, RЕLIАBILITY, АND SUSTАINАBILITY IN THЕ ЕNЕRGY SЕCTOR THROUGH THЕ АPPLICАTION OF DIGITАL TЕCHNOLOGIЕS
Authors: Khodjimаtov, Mukhаmmаd-Bobur, Abdikhoshimov, Muslimbek
Type: Publication
Published: 2026-07-31

<p><span>Thе аrticlе ехаminеs thе implеmеntаtion аnd dеvеlopmеnt of digitаl tеchnologiеs in thе еnеrgy sеctor. It discussеs thе trаnsition from trаditionаl mаnаgеmеnt systеms to thе concеpt of digitаl еnеrgy, thе intеgrаtion of big dаtа, аutomаtеd control аlgorithms, аnd cloud аnd fog computing to еnhаncе thе еfficiеncy, rеliаbility, аnd sаfеty of еnеrgy infrаstructurе. Digitаl еnеrgy systеms еnаblе rеmotе monitoring аnd control, аdvаncеd diаgnostics аnd prognostics, аs wеll аs cybеrsеcurity, аllowing for rаpid dеtеction of еmеrgеnciеs аnd minimizаtion of humаn еrrors. Spеciаl аttеntion is givеn to thе importаncе of nаtionаl tеchnologiеs аnd locаlly dеvеlopеd softwаrе аnd hаrdwаrе solutions to еnsurе tеchnologicаl sovеrеignty аnd systеm rеsiliеncе. </span><span>Thе аrticlе highlights thе rolе of digitаl solutions in improving thе еfficiеncy, sаfеty, аnd еnvironmеntаl sustаinаbility of еnеrgy systеm opеrаtions.</span></p>
Temperature, salinity and current velocity data from two oceanographic moorings in the South Sandwich Trench
Authors: Sanders, Rachael, Abrahamsen, Povl
Type: Dataset
Published: 2026-08-03

<p>This dataset consists of year-long time series of calibrated data from two moorings deployed in the South Sandwich Trench between February 2024 and February 2025. The central mooring was situated at 60°12.85' S, 25°07.36' W and included nine instruments at depths between approximately 1450 m and 5950 m. Each file contains the data from a single instrument, either an Aquadopp current meter (current velocity), RBR temperature sensor (temperature), or Microcat CTD (temperature, salinity). The files from the central mooring are:</p>
<p>SouthSandwichCentral_CurrentMeter_1030m.nc</p>
<p>SouthSandwichCentral_Temperature_Salinity_1030m.nc</p>
<p>SouthSandwichCentral_Temperature_1830m.nc</p>
<p>SouthSandwichCentral_CurrentMeter_2630m.nc</p>
<p>SouthSandwichCentral_Temperature_3460m.nc</p>
<p>SouthSandwichCentral_CurrentMeter_4280m.nc</p>
<p>SouthSandwichCentral_Temperature_5100m.nc</p>
<p>SouthSandwichCentral_CurrentMeter_5910m.nc</p>
<p>SouthSandwichCentral_Temperature_Salinity_5910m.nc</p>
<p>Due to issues with the lengths of the rope used for the mooring, the  nominal depths are only known for those instruments with a pressure sensor (the Aquadopps and the Microcat CTDs).  The <strong>nominal depth of the temperature sensors are an estimate only</strong>, calculated as the midpoint between the two surrounding instruments with a pressure sensor. </p>
<p> </p>
<p>Also included is a time series of temperature and current speed from a second mooring on the western side of the trench, at a location of 60°06.49' S, 25°18.54' W. While this mooring was not fully recovered, a temperature sensor and Acoustic Current Doppler Profiler (ADCP) were recovered that were at/near the seafloor for the entire deployment, at a depth of approximately 3960 m. The data current meter data includes only the absolute current speed, not the individual velocity components. The files from the western mooring are:</p>
<p>SouthSandwichWest_CurrentMeter_3957m.nc</p>
<p>SouthSandwichWest_Temperature_3957m.nc</p>
Using Contextual Local Knowledge when Applying Intersectionality
Authors: Mihajlović Trbovc, Jovana, Warat, Marta, Langhammerová, Gabriela, Cankar, Tjaša
Type: Working paper
Published: 2026-08-03

<p>This working paper examines how the concept of intersectionality is understood, mobilised and applied in gender equality policies and practices in regions outside the traditional centres of global knowledge production, with a particular focus on Central, Eastern, South-Eastern Europe, and Latin America. Drawing on insights from the INSPIRE Knowledge and Support Hub and a Knowledge Exchange Event involving participants from multiple countries, the paper highlights a persistent gap between theory and practice: while intersectionality is often taken into account during the diagnostic phase – when issues and problems of inequalities are examined - it is rarely integrated into the implementation of Gender Equality Plans (GEPs). Furthermore, intersectionality, as a framework for addressing complex inequalities, is heavily shaped by local political, cultural, and legal contexts. Key barriers include limited institutional capacity, political resistance - particularly from conservative or anti-gender actors - and insufficient engagement with local expertise and marginalised communities. The paper argues for a shift towards locally rooted, context-sensitive, participatory approaches that consider positionalities within institutional hierarchies, rather than fixed identity categories. It offers concrete strategies such as inclusive data collection, community engagement, and targeted support for socio-economically disadvantaged groups to make intersectionality actionable in academic and research settings.</p>
Navigating the storm: EDI work in times of resistance
Authors: Chaves, Paola
Type: Working paper
Published: 2026-08-03

<p>This fourth Working Paper of the Knowledge and Support Hub 1 (KSH1), Sustainable Change for Inclusive Gender Equality, addresses how equality, diversity and inclusion (EDI) practitioners can sustain their work under conditions of political backlash and organised resistance. It builds on the fourth Knowledge Exchange Event (KEE4), "Navigating the storm: EDI work in times of resistance," which brought practitioners, experts and policymakers together for a participatory workshop.</p>
<p>This working paper first presents the accumulated insights from the CoPs, the Inspire project, and the preceding KEEs from KSH1 about the structural and political obstacles to sustaining gender equality work in universities and research organisations. The aim of this document is to address the political dimension of resistance and how practitioners sustain EDI work when it comes under direct attack from right-wing agendas and hostile governments. The paper closes with a reflection on possible ways forward and a set of key takeaways for practitioners and policymakers.</p>
Cooperative Research Activities in a Cloud-Based Virtual Research Environment: From Notebooks toWorkflows, Digital Twins, and AI Agents
Authors: Zhao, Zhiming, Kissling, W. Daniel, Hengeveld, Geerten M., Athanasiadis, Ioannis, soetaert, karline, Hof, Andries, Visser, Marcel E.
Type: Publication
Published: 2026-08-03
Keywords: Digital Twin, Cooperative research, Collaborative research, Virtual Research Environment, Virtual labs and Research Infrastructure,

<p class="p1">Research activities enhanced by advanced data science and AI technologies often require collaboration across multiple disciplines, bringing together domain experts, research software engineers, data scientists, and AI specialists. While research infrastructures provide a framework for managing and sharing research assets, such as data, software tools, and computing or storage resources, interactive programming environments like Jupyter and RStudio tend to focus on the individual researcher’s software needs, offering limited support for the co-creation of solutions to complex problems. In this paper, we discuss the requirements and technical challenges of supporting cooperative research activities in notebook environments, and explore collaborative features that enable the co-creation of scientific workflows for complex problems. This work is conducted within the Dutch LTER-LIFE project for building ecosystem digital twins, with support from EU LifeWatch ERIC.</p>
Exploring Anti-Racism in DEI work
Authors: Chaves, Paola
Type: Working paper
Published: 2026-08-03
Keywords: Intersectionality, change agents

<p>This Third Working Paper of the Knowledge and Support Hub 1 (KSH1) Sustainable Change for Inclusive Gender Equality seeks to address one of the most consistently underexamined issues in European gender equality work: the near-absence of anti-racism from institutional Gender Equality Plans and DEI frameworks, despite robust evidence that racialised scholars, women in particular, face structural exclusion at every level of academic life.</p>
<p>This working paper has two aims: first, to synthesise the current state of knowledge on racism and racial discrimination in universities and research institutes, drawing on well-established theoretical frameworks including Essed's (1991) everyday racism, Puwar's (2004) space invaders and Crenshaw's (1991) intersectionality; and second, to document the content, methods and reflections of INSPIRE's third Knowledge Exchange Event (KEE 3), held on 25 March 2025, in which Communities of Practice, equality experts and researchers explored what genuinely anti-racist DEI practice looks like in practice.</p>
<p>The paper discusses the structural, political and representational dimensions of racial exclusion in academia; the specific barriers faced by racialised women in European R&I organisations; the cultural difficulty of naming racism in north-west European institutional contexts; and the evidence base for multi-level systemic intervention, illustrated through the case of the UK's 100 Black Women Professors NOW programme.</p>
<p>The paper ends with reflections from the KEE participants on what anti-racist practice requires of institutions and individuals, including the value of positionality work, collective action and utopian visioning as practical tools for change and with an assessment of what remains to be done if anti-racism is to move from the margins to the centre of inclusive gender equality work in European research and innovation.</p>
Workshop "Unlocking the potential of data analytics in collaborative research"
Authors: Porcari, Andrea, Papadiamantis, Tassos, Hardy, Barry, Hop, Vince, Ojeda, Álvaro
Type: Event
Published: 2026-06-04
Keywords: data, SSbD

<p>Co-organised by the European projects <a href="https://customer4795.musvc3.net/e/tr?q=7%3dMXLY%265%3dRM%26H%3dJSIZ%268%3dSEZSa%268%3dBCK3M_Arft_Lb_5ulq_Ej_Arft_Kg0QF.3vIA01A.xL_5ulq_Ej%26w%3dD8ME4F.HxK%26vM%3dJaEWK%26K6%3dVSSIdNSDdOT5t2nFUJ%269%3dDaw6FawXoYR7JXN6raOWncyaLauUpcu7sVuUo5v5K8JTJcxXI6LRE9PaH9K5D0wX&mupckp=mupAtu4m8OiX0wt">BIORING</a>, <a href="https://customer4795.musvc3.net/e/tr?q=8%3dGX9Z%26y%3dR0%26I%3dDS6a%262%3dS2aMa%26u%3dC7Kp_MdtP_XN_IQxc_SF_MdtP_WSNwR.o0oNn7iMr.6u%269%3dzLsQpT.n07%260s%3dVMS3W%267J%3d2eEW0ZER0aFT1V%26u%3dX6n2a4anX2YIT4Yo58aHY8anY27G7eaEU8Ar380H4a9p46ep30brX90ET4XIU7es51As&mupckp=mupAtu4m8OiX0wt">BIOSAFIRE</a>, <a href="https://customer4795.musvc3.net/e/tr?q=3%3d0eKU%26r%3dYL%26D%3d7ZHV%26u%3dZDVFh%267%3d8zR2_HW1b_SG_PcsV_ZR_HW1b_RLU9M.hG1FnCzEsN4EpCoJ.kS%26p%3dC1Q839.LqJ%26oQ%3dCZ8aD%26Jy%3dZLRBhGR7hHS1g9m9YC%268%3dhaEWDbF3ABn4Ago47dGY7Bq4Bgo4EBq57brY0eG3k9EZggmRDbHViBGT7hpQC9K6&mupckp=mupAtu4m8OiX0wt">BioPhenom</a>, <a href="https://customer4795.musvc3.net/e/tr?q=9%3dAXEa%26s%3dRF%26J%3d8SBb%26v%3dS8bGa%261%3dD1Kv_NXtV_YH_IWyW_SL_NXtV_XMN3S.k6yEk6x712-vNvAk91.61%260%3dtLyRjT.tA1%260y%3dWGS9X%261J%3d8f9WFa9RF7h2gb0T7W%26o%3dWDXkU9ABXBBGShbFU9clUCBGaldFYAZD7gel3gZBX9AF6hXGVD8mahAAaBWjX8Wi&mupckp=mupAtu4m8OiX0wt">DESIDERATA</a>, <a href="https://customer4795.musvc3.net/e/tr?q=5%3dDWTW%26v%3dQU%26F%3dARQX%26y%3dRMXJZ%26F%3d04JA_Jask_UK_HluZ_Ra_Jask_TPMHO.3KA722vJu.5F%266%3dwKDNmS.974%269D%3dSJRNT%264I%3dMbBVUWBQUXCSLS%26r%3dS3k1vM6BWU6G61Zl1P6AZxSEXzUEWNVkWS5F6T5HSMWIRMaI6wUE2z6p3zaBWvUI3zWk&mupckp=mupAtu4m8OiX0wt">SuperBark</a>, <a href="https://customer4795.musvc3.net/e/tr?q=6%3dGeRX%26y%3dYS%26G%3dDZOY%262%3dZKYMh%26D%3dA7R9L_5yls_Fi_Atfx_Ki_5yls_EnFP0.QDKsR805CxG.rS_Atfx_Ki%26q%3dKDL9AL.GrR%262L%3dDhKVE%26RB%3dUMZOcHZ4n9tJcIaLTD%26F%3dyXHhP6LeNUFbQ7rcL4D9R7oBR7HbPUKay8IbM7MAMWraLaLaNUDbx6M9LZo0x5of&mupckp=mupAtu4m8OiX0wt">SurfToGreen</a>, and <a href="https://customer4795.musvc3.net/e/tr?q=5%3d9aSW%26q%3dUT%26F%3d6VPX%26t%3dVLXEd%26E%3d0yN0K_wumr_8e_BsXt_Lh_wumr_7jx3y5N5nLw.7z_LkuU_VZ%266%3drOCNhW.87y%26CC%3dSEVMT%26yM%3dLb7ZTW7UTX8WK3f5uS%26m%3ddzU0XL3j9zS9ay6EVLSkXyaAdwT90xS0WLYiUySDXQTDbKZ7Zz7jZxXhcOTjUya9&mupckp=mupAtu4m8OiX0wt">DATA4CIRC,</a> this workshop shared views and experiences on data analysis from both <strong>researchers </strong>and <strong>data management experts and practitioners</strong>, based on the experience of running European projects on material research.</p>
<p> </p>
Region-specific infosheets on protected area expansion priorities
Authors: Jung, Martin, O'Connor, Louise, Brumm, Kyle, Baisero, Daniele
Type: Working paper
Published: 2026-07-31

<p><strong>Infosheets for protected area expansion</strong><br><br>This repository contains 2-page infosheets summarizing some of the key findings from the NaturaConnect pan-European prioritization work. There we identify the opportunities and benefits of expansions of strict and conventional protection. The expansion priority maps are part of a comprehensive systhematic conservation planning application at pan-European scale (see <a title="Deliverable D7.1 of NaturaConnect" href="https://doi.org/10.3897/arphapreprints.e138574">Deliverable 7.1</a> for broad methodological details).<br><br>Different info sheets are produced for each country and biogeographic region. Shown are the consensus predictions (across variants in the NaturaConnect project) as well as a performance evaluation based on set of key specified indicators (including biodiversity, connectivity and other benefits and risks). A full description of the indicator calculations and evaluation is pending (Brumm et al., <em>In prep</em>).<br><br><br></p>
ENACT Flash Report 24 FCT Research & Innovation Landscape - Country Profile - France
Authors: Bonazzi, Marion
Type: Report
Published: 2026-07-31
Keywords: france, horizon europe, crime, terrorism

<p>This country profile demonstrates how France plays a leading role in the FCT domain, ranking amongst the top beneficiaries of Horizon Europe funding, with approximately 11.4% of the total allocated budget. French stakeholders are highly engaged in cross-sector projects, frequently assuming coordination responsibilities or leading key work packages.</p>
<p>A distinctive feature of France’s participation is the role of the Police Nationale and Gendarmerie Nationale, two key actors in many EU-funded security projects. Their involvement ensures a strong alignment between research activities and real-world law enforcement needs, particularly in areas such as Internal Security, Crisis Management, and the Protection of Public Spaces. Furthermore, a broad ecosystem of public research institutions, governmental bodies, and industrial partners contributes to the national effort.</p>
<p>France’s research and innovation community is actively involved across a wide range of FCT priorities, including Artificial Intelligence, Cybersecurity, Border Management, and Digital Transformation. Beyond technological development, French actors also play a significant role in shaping regulatory frameworks and promoting the exchange of best practices, particularly in law enforcement and judicial cooperation.</p>
<p>Overall, France shows strong participation in Horizon Europe, with representatives in over half of FCT-funded projects, particularly in activities related to the dark web and cryptocurrencies, the trafficking of humans and goods, and strong support for training and exercises.</p>
<p>We’re collecting feedback on this report through the EU Survey Platform, if you’d like to share your thoughts please click on the link below.</p>
<p><a href="https://ec.europa.eu/eusurvey/runner/enact-report-feedback">https://ec.europa.eu/eusurvey/runner/enact-report-feedback</a></p>
PROMICE | GC-NET automatic weather station data
Authors: Fausto, Robert, How, Penelope, Vandecrux, Baptiste, Lund, Mads Christian, Box, Jason, Mankoff, Kenneth, Andersen, Signe, van As, Dirk, Bahbah, Rasmus, Citterio, Michele, Colgan, William, Jakobsgaard, Henrik, Karlsson, Nanna B., Kjeldsen, Kristian Kjellerup, Larsen, Signe Hillerup, Olsen, Charlotte, Oraschewski, Falk, Rutishauser, Anja, Shields, Christopher, Solgaard, Anne, Stevens, Ian, Svendsen, Synne Høyer, Langley, Kirsty, Messerli, Alexandra, Bjørk, Anders Anker, Kvist Andersen, Jonas, Abermann, Jakob, Steiner, Jakob, Prinz, Rainer, Hynek, Bernhard, Lea, James, Brough, Stephen, Ahlstrøm, Andreas Peter
Type: Journal article
Published: 2026-04-22
Keywords: Greenland

<p>The article documents the integration and enhancement of meteorological and glaciological observations from 52 active and historical automatic weather station (AWS) sites across the Greenland Ice Sheet and surrounding areas. It outlines recent hardware improvements in station design and sensor configurations tailored for both accumulation and ablation zones. Additionally, the paper details the standardized, reproducible data processing workflow—implemented via the open-source <code>pypromice</code> Python package—used for calibration, filtering, and variable derivation to support research in polar meteorology, climatology, and glaciology.</p>
<p><em>Parts of the data treatment routines presented here were supported by the European Union's Horizon Europe programme through the project LIQUIDICE (grant no. 101184962).</em></p>
Aviation Decarbonisation: A Bibliometric Analysis of Productivity, Research Trends, and Gaps
Authors: Efthymiou, Marina, MARTIN-DOMINGO, Luis, Mujica Mota, Miguel
Type: Journal article
Published: 2026-01-30
Keywords: Aviation decarbonisation, sustainable aviation fuels, emissions reduction, aviationair transport, bibliometric analysis

<p><strong>Abstract</strong><br>Decarbonising aviation is a growing priority in global climate mitigation, yet research in this domain remains fragmented across disciplines and themes. This study offers the first comprehensive bibliometric analysis of aviation decarbonisation research over the past 25 years, using the Bibliometrix R-package and Scopus data. Beyond mapping publication trends, authorship networks, geographical distribution, and keyword evolution, the study reveals how the field has shifted from emissions quantification and biofuels to system-level innovations such as sustainable aviation fuels (SAFs), hydrogen, and electric propulsion. Our analysis uncovers three dominant intellectual clusters—technological innovation, policy and market instruments, and operational strategies—while highlighting persistent blind spots, including demand-side measures, behavioural change, and equity considerations. A key contribution of this research lies in exposing the technology-centric and Global North–dominated orientation of the field, thereby identifying overlooked perspectives crucial for achieving a just transition. By providing a structured overview of knowledge trajectories and emergent themes, this study establishes a research agenda that integrates technical, policy, and societal dimensions, supporting more coherent and interdisciplinary approaches to aviation decarbonisation.</p>
DESIGN, DEVELOPMENT AND NUMERICAL VALIDATION OF NEURAL-CONTROLLED HAND-PROSTHESIS
Authors: Lazarescu, Sorin, Szekely, Ladislau, Szilard, Olasz, Prisecaru, Delia Alexandra, Zaoutsos, Stefanos, Istudor, Florin, Sousa, Pedro, Motto Ros, Paolo
Type: Publication
Published: 2026-08-30

<p>This article presents the mechatronic structure of a neural prosthesis developed within the NerveRepack project, emphasizing both its functional design and structural integrity. The prosthesis was designed to enable bidirectional communication with a neural interface equipped with motor and sensory electrodes. The mechanical components were modeled in SolidWorks 2024 and fabricated through 3D printing using PLA material. To evaluate functionality, simulated signals replicating motor neural activity from the median and ulnar nerves were applied. Alongside functional validation, structural analysis using numerical methods was conducted to assess the durability and load-bearing capacity of the prosthetic components. The results confirm that the NerveRepack prosthesis can be effectively interfaced with the peripheral nervous system of upper-limb amputees, ensuring both mechanical reliability and personalized motor function.</p>
CONTROL SYSTEM WITH SENSORY INTERFACE FOR A NEURAL FOREARM PROSTHESIS
Authors: Lazarescu, Sorin, Istudor, Florin, Prisecaru, Delia Alexandra
Type: Publication
Published: 2025-09-30

<p>This article presents a bidirectional interfacing system for a neural forearm prosthesis that performs two functions: (1) controlling the prosthesis motors with neural signals collected from the nerves in the patient's stump and (2) transmitting signals from the sensors on the prosthesis to the module implanted in the patient's<br>stump to stimulate the patient's nerves and generate tactile sensations to the patient. The interfacing system was created and tested by the authors of this article in the European project NerveRepack.</p>