reapxdev/zenodo-scraper huggingface dataset:
Personalized Movement Algorithms for Neural Forearm Prostheses Using Convolutional Neural Networks
Authors: Lazarescu, Sorin, Istudor, Florin, Ionescu, Octavian Narcis, David Catalin, Dragomir, Ion, Marian, Szekely, Ladislau, Szilard, Olasz, Ionescu, Gabriela Cristina, Zaoutsos, Stefanos, NICULAE, SILVIU CATALIN
Type: Publication
Published: 2025-10-30

<p>The article presents personalized movement algorithms for neural forearm prostheses equipped with AI module. The implementation of personalized motion algorithms is done by using a glove with finger flexion sensors mounted on the patient’s healthy hand, a neural interface with plug electrodes implanted in the motor fascicles of the median and ulnar nerves from the patient’s amputation stump and an AI module based on a convolutional neural network (CNN). For each prosthesis movement selected by the patient, the glove will detect the movement parameters of the fingers from the healthy hand, the neural interface will detect the motor neural signals from the median and ulnar nerves, and the CNN will identify the specific pattern of motor neural signals. The AI module will thus learn to recognize the patient’s commands for the prosthesis and will command its natural movements.</p>
Achieving Better Implementation of EU Policies by Restoring the Sponge Function
Authors: Brotherton, Paul, McCamphill, Claire, Albert, Christian, Darmstadt, Carina, Penning, Ellis, Scholz, Mathias
Type: Other
Published: 2026-07-31

<p>Political momentum for NbS is growing, with policymakers increasingly recognising the need to enhance the natural sponge function of European landscapes, including in the 2025 European Water Resilience Strategy. This policy brief offers concrete suggestions on how this aspiration to increase sponge function can be operationalised within relevant EU and national policy processes in the short term.</p>
Table 3 in Integrative taxonomy reveals four new species in the superdiverse genus Macrobiotus (Tardigrada: Eutardigrada: Macrobiotidae)
Authors: Stec, Daniel
Type: Dataset
Published: 2026-05-18
Keywords: Biodiversity, Taxonomy

<p class="zenodo-description-adequate-caption"><b>Table 3.</b> Measurements [in μm] of selected morphological structures of the eggs of <i>Macrobiotus witalinskii</i> sp. nov.; eggs mounted in Hoyer’s medium; process base/height ratio is expressed as percentage; N: number of eggs/structures measured; range: refers to the smallest and the largest structure among all measured specimens; SD: standard deviation.</p><table><tbody><tr><th><b>Character</b></th><th><b>N</b></th><th><b>Range</b></th><th><b>Mean</b></th><th><b>SD</b></th></tr></tbody><tbody><tr><th>Egg bare diameter</th><td>15</td><td>44.9 – 54.0</td><td>48.9</td><td>2.7</td></tr><tr><th>Egg full diameter</th><td>15</td><td>56.8 – 67.0</td><td>61.4</td><td>3.1</td></tr><tr><th>Process height</th><td>45</td><td>5.0 – 8.4</td><td>6.5</td><td>0.7</td></tr><tr><th>Process base width</th><td>45</td><td>1.8 – 3.1</td><td>2.5</td><td>0.3</td></tr><tr><th>Process base/height ratio</th><td>45</td><td>28% – 50%</td><td>38%</td><td>6%</td></tr><tr><th>Inter-process distance</th><td>45</td><td>1.5 – 3.2</td><td>2.4</td><td>0.4</td></tr><tr><th>Number of processes on the egg circumference</th><td>15</td><td>31 – 34</td><td>32.7</td><td>1.1</td></tr></tbody></table>
Table 1 in Integrative taxonomy reveals four new species in the superdiverse genus Macrobiotus (Tardigrada: Eutardigrada: Macrobiotidae)
Authors: Stec, Daniel
Type: Dataset
Published: 2026-05-18
Keywords: Biodiversity, Taxonomy

<p class="zenodo-description-adequate-caption"><b>Table 1.</b> Primers with their original references used for amplification of the four DNA fragments sequenced in the study.</p><table><tbody><tr><th><b>DNA marker</b></th><th><b>Primer name</b></th><th>Primer direction</th><th><b>Primer sequence (5</b> ′ <b>–3</b> ′<b>)</b></th><th><b>Primer source</b></th></tr></tbody><tbody><tr><th>18S rRNA</th><td>18S_Tar_Ff1</td><td>forward</td><td>AGGCGAAACCGCGAATGGCTC</td><td>Stec <i>et al.</i> 2017a</td></tr><tr><td>18S_Tar_Rr1</td><td>reverse</td><td>GCCGCAGGCTCCACTCCTGG</td></tr><tr><th>28S rRNA</th><td>28SF0002</td><td>forward</td><td>GRCRAGAKTACCCGCTGAAC</td><td>Stec 2022b</td></tr><tr><td>28SR0990</td><td>reverse</td><td>CCTTGGTCCGTGTTTCAAGAC</td><td>Mironov <i>et al.</i> 2012</td></tr><tr><th>ITS-2</th><td>ITS2_Eutar_Ff</td><td>forward</td><td>CGTAACGTGAATTGCAGGAC</td><td>Stec <i>et al.</i> 2018c</td></tr><tr><td>ITS2_Eutar_Rr</td><td>reverse</td><td>TCCTCCGCTTATTGATATGC</td></tr><tr><th>COI</th><td>LCO1490-JJ</td><td>forward</td><td>CHACWAAYCATAAAGATATYGG</td><td>Astrin & Stüben 2008</td></tr><tr><td>HCO2198-JJ</td><td>reverse</td><td>AWACTTCVGGRTGVCCAAARAATCA</td></tr></tbody></table>
Table 1 in Initial Checklist of Butterflies (Lepidoptera: Rhopalocera) in Punti Kayu Recreation Forest, Palembang, South Sumatra
Authors: Aprillia, Ina, Susilowati, Octavia, Mutiara, Dian, Iqbal, Muhammad
Type: Dataset
Published: 2025-12-27
Keywords: Biodiversity, Taxonomy

<p class="zenodo-description-adequate-caption"><b>Table 1.</b> The list of the species of butterflies found in Punti Kayu Recreation Forest, Palembang City, South Sumatra Province. Notes: Period I (Survey on 30 Dec 2010), Period II (Survey on 28 May 2012), and Period III (Survey on 15 Nov 2019).</p><table><tbody><tr><th><b>No.</b></th><th><b>Species</b></th><th><b>Family</b></th><th><b>I</b></th><th><b>Period II</b></th><th><b>III</b></th></tr></tbody><tbody><tr><th>1</th><td><i>Papilio polytes</i></td><td>Papilionidae</td><td></td><td></td><td>+</td></tr><tr><th>2</th><td><i>Graphium agamemnon</i></td><td>Papilionidae</td><td></td><td>+</td><td></td></tr><tr><th>3</th><td><i>Eurema sari</i></td><td>Pieridae</td><td></td><td>+</td><td></td></tr><tr><th>4</th><td><i>Delias hyparete</i></td><td>Pieridae</td><td></td><td></td><td>+</td></tr><tr><th>5</th><td><i>Hypolimnas misippus</i></td><td>Nymphalidae</td><td>+</td><td></td><td></td></tr><tr><th>6</th><td><i>Catopsilia pomona</i></td><td>Nymphalidae</td><td></td><td>+</td><td></td></tr><tr><th>7</th><td><i>Junonia hedonia</i></td><td>Nymphalidae</td><td></td><td>+</td><td></td></tr><tr><th>8</th><td><i>Parantica agleoides</i></td><td>Nymphalidae</td><td></td><td>+</td><td></td></tr><tr><th>9</th><td><i>Junonia atlites</i></td><td>Nymphalidae</td><td></td><td>+</td><td>+</td></tr><tr><th>10</th><td><i>Tanaecia munda</i></td><td>Nymphalidae</td><td></td><td>+</td><td></td></tr><tr><th>11</th><td><i>Mycalesis horsfieldi</i></td><td>Nymphalidae</td><td></td><td>+</td><td></td></tr><tr><th>12</th><td><i>Ypthima baldus</i></td><td>Nymphalidae</td><td></td><td>+</td><td></td></tr><tr><th>13</th><td><i>Miletus symethus</i></td><td>Lycaenidae</td><td></td><td>+</td><td></td></tr><tr><th>14</th><td><i>Hasora badra</i></td><td>Hesperiidae</td><td></td><td></td><td>+</td></tr><tr><th>15</th><td><i>Lambrix salsala</i></td><td>Hesperiidae</td><td></td><td></td><td>+</td></tr><tr><th>16</th><td><i>Oriens paragola</i></td><td>Hesperiidae</td><td></td><td>+</td><td></td></tr></tbody></table>
Table 4 in Four new species of the genus Psechrus Thorell, 1878 (Araneae: Psechridae) from Yunnan Province, China
Authors: Chen, Run, Yang, Zi-Zhong
Type: Dataset
Published: 2026-07-24
Keywords: Biodiversity, Taxonomy

<p class="zenodo-description-adequate-caption"><b>Table 4.</b> Measurements of palp and legs of <i>Psechrus cordatus</i> sp. nov.</p><table><tbody><tr><th><b>Male</b></th><th><b>Femur</b></th><th><b>Patella</b></th><th><b>Tibia</b></th><th><b>Metatarsus</b></th><th><b>Tarsus</b></th><th><b>Total</b></th></tr></tbody><tbody><tr><th>Palp</th><td>2.43</td><td>1.46</td><td>1.12</td><td>–</td><td>3.06</td><td>8.07</td></tr><tr><th>I</th><td>14.75</td><td>3.56</td><td>16.63</td><td>15.88</td><td>6.52</td><td>57.34</td></tr><tr><th>II</th><td>12.20</td><td>3.10</td><td>12.35</td><td>11.50</td><td>5.55</td><td>44.70</td></tr><tr><th>III</th><td>8.67</td><td>2.50</td><td>7.37</td><td>6.63</td><td>4.02</td><td>29.19</td></tr><tr><th><b>IV</b></th><td>12.11</td><td>2.75</td><td>11.60</td><td>12.26</td><td>5.67</td><td>44.39</td></tr><tr><th><b>Female</b></th><td><b>Femur</b></td><td><b>Patella</b></td><td><b>Tibia</b></td><td><b>Metatarsus</b></td><td><b>Tarsus</b></td><td><b>Total</b></td></tr><tr><th>Palp</th><td>2.67</td><td>1.06</td><td>1.34</td><td>–</td><td>2.74</td><td>7.81</td></tr><tr><th>I</th><td>11.04</td><td>2.26</td><td>11.45</td><td>9.66</td><td>5.04</td><td>39.45</td></tr><tr><th><b>II</b></th><td>9.52</td><td>1.95</td><td>9.01</td><td>7.70</td><td>3.75</td><td>31.93</td></tr><tr><th><b>III</b></th><td>6.73</td><td>1.40</td><td>5.42</td><td>5.25</td><td>2.86</td><td>21.66</td></tr><tr><th><b>IV</b></th><td>9.37</td><td>1.79</td><td>8.75</td><td>7.74</td><td>4.02</td><td>31.67</td></tr></tbody></table>
Table 2 in Four new species of the genus Psechrus Thorell, 1878 (Araneae: Psechridae) from Yunnan Province, China
Authors: Chen, Run, Yang, Zi-Zhong
Type: Dataset
Published: 2026-07-24
Keywords: Biodiversity, Taxonomy

<p class="zenodo-description-adequate-caption"><b>Table 2.</b> Measurements of palp and legs of <i>Psechrus luopingensis</i> sp. nov.</p><table><tbody><tr><th><b>Male</b></th><th><b>Femur</b></th><th><b>Patella</b></th><th><b>Tibia</b></th><th><b>Metatarsus</b></th><th><b>Tarsus</b></th><th><b>Total</b></th></tr></tbody><tbody><tr><th>Palp</th><td>3.74</td><td>1.39</td><td>1.27</td><td>–</td><td>3.94</td><td>10.34</td></tr><tr><th>I</th><td>14.79</td><td>3.29</td><td>16.00</td><td>17.07</td><td>6.28</td><td>57.43</td></tr><tr><th>II</th><td>12.14</td><td>2.93</td><td>12.63</td><td>13.14</td><td>5.05</td><td>45.89</td></tr><tr><th>III</th><td>9.29</td><td>1.98</td><td>7.62</td><td>8.51</td><td>3.82</td><td>31.22</td></tr><tr><th><b>IV</b></th><td>12.62</td><td>2.58</td><td>11.12</td><td>13.31</td><td>5.26</td><td>44.89</td></tr><tr><th><b>Female</b></th><td><b>Femur</b></td><td><b>Patella</b></td><td><b>Tibia</b></td><td><b>Metatarsus</b></td><td><b>Tarsus</b></td><td><b>Total</b></td></tr><tr><th>Palp</th><td>3.58</td><td>1.21</td><td>2.09</td><td>–</td><td>3.87</td><td>10.75</td></tr><tr><th>I</th><td>10.74</td><td>2.29</td><td>11.18</td><td>9.35</td><td>4.96</td><td>38.52</td></tr><tr><th><b>II</b></th><td>9.45</td><td>2.27</td><td>9.04</td><td>7.68</td><td>4.03</td><td>32.47</td></tr><tr><th><b>III</b></th><td>6.89</td><td>1.55</td><td>5.72</td><td>5.50</td><td>3.06</td><td>22.72</td></tr><tr><th><b>IV</b></th><td>9.74</td><td>2.13</td><td>8.71</td><td>8.19</td><td>4.32</td><td>33.09</td></tr></tbody></table>
Table 1 in Four new species of the genus Psechrus Thorell, 1878 (Araneae: Psechridae) from Yunnan Province, China
Authors: Chen, Run, Yang, Zi-Zhong
Type: Dataset
Published: 2026-07-24
Keywords: Biodiversity, Taxonomy

<p class="zenodo-description-adequate-caption"><b>Table 1.</b> Measurements of palp and legs of <i>Psechrus mingshengi</i> sp. nov.</p><table><tbody><tr><th><b>Male</b></th><th><b>Femur</b></th><th><b>Patella</b></th><th><b>Tibia</b></th><th><b>Metatarsus</b></th><th><b>Tarsus</b></th><th><b>Total</b></th></tr></tbody><tbody><tr><th>Palp</th><td>3.74</td><td>1.40</td><td>1.27</td><td>–</td><td>3.94</td><td>10.35</td></tr><tr><th>I</th><td>14.36</td><td>2.65</td><td>16.32</td><td>14.95</td><td>6.46</td><td>54.74</td></tr><tr><th>II</th><td>11.44</td><td>2.80</td><td>11.72</td><td>10.94</td><td>5.19</td><td>42.09</td></tr><tr><th>III</th><td>8.25</td><td>2.06</td><td>6.72</td><td>7.13</td><td>3.86</td><td>28.02</td></tr><tr><th><b>IV</b></th><td>11.52</td><td>2.30</td><td>10.83</td><td>11.53</td><td>5.56</td><td>41.74</td></tr><tr><th><b>Female</b></th><td><b>Femur</b></td><td><b>Patella</b></td><td><b>Tibia</b></td><td><b>Metatarsus</b></td><td><b>Tarsus</b></td><td><b>Total</b></td></tr><tr><th>Palp</th><td>2.98</td><td>0.95</td><td>1.39</td><td>–</td><td>2.71</td><td>8.03</td></tr><tr><th>I</th><td>10.50</td><td>2.51</td><td>11.96</td><td>10.46</td><td>5.23</td><td>40.66</td></tr><tr><th><b>II</b></th><td>9.14</td><td>2.30</td><td>8.80</td><td>7.81</td><td>4.16</td><td>32.21</td></tr><tr><th><b>III</b></th><td>6.61</td><td>1.70</td><td>5.14</td><td>5.28</td><td>2.94</td><td>21.67</td></tr><tr><th><b>IV</b></th><td>9.40</td><td>2.11</td><td>8.41</td><td>8.70</td><td>4.27</td><td>32.89</td></tr></tbody></table>
A Group of Northern Stellar Deities as a Reference to an orally transmitted Theological Depository
Authors: Winkler–Nemes, Gábor
Type: Journal article
Published: 2025-12-31
Keywords: Funerary Texts/Practices, Coffin Texts, Book of the Dead, Stellar Deities, Stars, Circumpolar Stars, Northern Sky/Constellations, Seven Spirits, Stundenwachen–Ritual, Ancient Egyptian Astronomy

<p>A group of succeeding deities features in certain Coffin Text Spells, either in the context of «sun–folk» and «crew of RēꜤ», i.e.: members of the solar barque (<em>CT</em> 1126), or as a group of divinities identified with a particu­lar part of the boat of the ferryman who is supposed to navigate the deceased to the celestial Field of Rushes (<em>CT</em> 404). These divinities make their appearance in the later corpus of the Book of the Dead, the ones of <em>CT</em> 404 in its later version Chapter 99 (<em>BD</em> 99), while five of them in the glosses of <em>BD</em> 17, as part of a group of seven <em>Ꜣḫ</em>–souls residing behind the «Bull’s Foreleg». Besides the interrelated corpora of the abo­ve–mentioned mortuary texts, these divinities appear in similar succession in the company of other deities, featuring in the representations of the northern constellations in royal and élite tombs of the New Kingdom and of later periods. In the Tomb of Petosiris near Atfīh dating to the Mid–Ptolemaic Era, they are labelled as the <em>indestructible stars</em>, i.e.: the circumpolar stars. Similarly to <em>BD</em> 99, <em>BD</em> 17 —also— has its own predecessor among the <em>Coffin Texts</em>, namely <em>CT</em> 335 and <em>CT</em> 336. Interestingly enough, the gloss mentioning these stellar deities does not feature in the older <em>CT</em> version, allowing for the presumption that their appearance is due to a later theological codification as part of the revision that resulted in the New Kingdom <em>corpus</em> of the <em>BD</em>. However, the presence of five of the seven deities in <em>CT</em> 404 and <em>CT</em> 1126 in the same context, i.e.: in the cele­stial region and in the same corpus as <em>CT</em> 335 and <em>CT</em> 336, leads to the likely assumption that they were alrea­dy known at the time of the formation of the <em>CT</em>. Therefore, their absence in <em>CT</em> 335 and reappearance in <em>BD</em> 17 was merely a question of choice of the theologians, and thus a reference to a larger, existing theological de­pository that was orally available and transmittable, and the written use of its constituent priestly wisdom was based on the decision of the body of priests who were responsible for its transmission.</p>
NMMA fits for SN 2021ugl (NMMA–Astro-COLIBRI paper)
Authors: Kiendrébéogo, Ramodgwendé Weizmann, Cornejo Avila, Bernardo, Bisero, Sofia, Cellier, Maxime, Ciric, Antoine, Jaroschewski, Ilja, Saint-Paul, Alexandre, Schüssler, Fabian
Type: Dataset
Published: 2026-08-03
Keywords: supernovae, kilonovae, multi-messenger astronomy, Bayesian inference, nested sampling, NMMA, Astro-COLIBRI, SN 2021ugl

Nested-sampling posteriors, best-fit parameters, and figures for all four analysis configurations (early-time / full-baseline, with / without upper limits) used in the Results section of 'NMMA–Astro-COLIBRI: An Automated Light-Curve Classification Service for Supernovae in the Multi-Survey Era', together with the scripts needed to reproduce them.
Quantum Forensics: Inferring Photon States via Environmental Bow Waves
Authors: Davidson, Craig Kyrle Strachan
Type: Preprint
Published: 2026-08-03
Keywords: Quantum Forensics Quantum State Reconstruction Topological Photonics Environmental Bow Waves Topological Bow Waves Quantum State Tomography Photon State Inference Topological Invariants Chern Numbers Berry Curvature Quantum Measurement Quantum Decoherence Multi-Witness Measurement Coupled Transformation Cascades Bayesian Inference Gradient Descent Optimization Quantum Information Preservation Photonic Topological Phases Quantum State Identifiability Indirect Quantum Measurement Quantum Light-Matter Interaction

<p>This paper presents a rigorous theoretical framework for indirectly reconstructing latent quantum photon states through the analysis of secondary environmental perturbations, termed topological bow waves, induced within a surrounding topological medium. Building upon foundational principles from quantum state tomography and environment-assisted measurement, this approach leverages the environment not as a source of noise but as an active, information-preserving witness to photon interactions. By integrating topological invariants such as Chern numbers and Berry curvature into a multi-witness joint optimization model, the framework enhances state identifiability and suppresses measurement degeneracy. Employing coupled transformation cascades and advanced probabilistic inference methods, including iterative gradient descent and Bayesian fusion, the model enables reconstruction of photon properties—such as number, polarization, frequency, and path—without direct photon absorption or collapse of the quantum state. This work extends prior conceptual tools in photon pulse reconstruction toward a controlled, mathematically rigorous methodology for observing otherwise inaccessible quantum information encoded in environmental responses, opening new avenues for quantum forensics and topological quantum photonics</p>
MeerKLASS On-the-Fly Bent-tail Radio Galaxy Catalog: Final 85-source Public Release
Authors: Cao, Jie, Wang, Feng, Wang, Jingying, Xie, Yangfan, Mangla, Sarvesh, Chatterjee, Suman, Paul, Sourabh, Klein, Matthias, Deng, Hui, Grainge, Keith, Mei, Ying, G. Santos, Mario, M. Smirnov, Oleg, Tasse, Cyril, Wolz, Laura, Zhang, Zifan
Type: Dataset
Published: 2026-08-02

<p>This record contains the final public release, version 1.0.0, of the bent-tail radio galaxy catalog associated with the manuscript “A Catalog of Bent-tail Radio Galaxies Based on MeerKLASS On-the-Fly (OTF) Continuum Survey”.</p>
<p>The catalog contains 85 unique radio sources and 115 columns. It combines the final source catalog with the derived physical parameters used in the revised manuscript. Each source is uniquely identified by the <code>Source_Name</code> column. Missing values are represented by empty fields in the CSV file.</p>
<p>This CSV is identical to the machine-readable catalog submitted to AAS Journals with the revised manuscript and provides the complete 85-source catalog corresponding to Table 2.</p>
<p>Files included in this record:</p>
<ol>
<li>
<p><code>final_85_source_catalog_public_release.csv</code><br>The complete catalog in comma-separated-value format. It contains 85 data rows and 115 columns.</p>
</li>
<li>
<p><code>final_85_source_catalog_public_release_columns.md</code><br>The data dictionary describing the column names, definitions, units, value conventions, and missing-value treatment.</p>
</li>
<li>
<p><code>README.md</code><br>An overview of the release, file contents, data provenance, relationship to the manuscript, licensing, and citation information.</p>
</li>
</ol>
<p>The observational data, external catalogs, measurements, and derived quantities used to construct this catalog are described and cited in the accompanying documentation and in the associated manuscript.</p>
<p>This record contains the catalog data only. The software associated with the analysis is archived separately on Zenodo under DOI 10.5281/zenodo.21761312 and is also available through the corresponding GitHub release.</p>
<p>License: Creative Commons Attribution 4.0 International (CC BY 4.0).</p>