cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Cyema atrum Gunther 1878
Creators: name: Melo, Marcelo R. S.
name: Nunan, Gustavo W. A.
name: Braga, Adriana C.
name: Costa, Paulo A. S.
Publisher: name: Zenodo
Year: 2009
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Actinopterygii
Saccopharyngiformes
Cyematidae
Cyema
Cyema atrum

description: Cyema atrum Günther 1878
(Fig. 4 H)
Material examined. Two specimens, 101.0–103.0 mm TL: MNRJ 26861 (1, 103.0 mm), T, E-540; MNRJ 26862 (1, 101.0 mm), T, E-529.
Distribution. Cyema atrum is being reported for the first time in the WSA. It was described from the south Pacific and Antarctic Oceans, and has a circumglobal distribution (Smith, 1989d).
description: Published as part of Melo, Marcelo R. S., Nunan, Gustavo W. A., Braga, Adriana C. & Costa, Paulo A. S., 2009, The deep-sea Anguilliformes and Saccopharyngiformes (Teleostei: Elopomorpha) collected on the Brazilian continental slope, between 11 and 23 S, pp. 1-20 in Zootaxa 2234 on page 16, DOI: 10.5281/zenodo.190386
Ionic substitution through bredigite doping for microstructure and performance adjustment in DLP 3D-printed TPMS porous HA bone scaffolds
Creators: name: Guo, Wang
name: Li, Ping
name: Wei, Yanting
name: Zhao, Lei
name: Pang, Yuanheng
name: Huang, Yanjian
name: Ye, Xiaotong
name: Wang, Shan
name: Liu, Bin
name: You, Hui
name: Long, Yu
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Cell Biology
subject: Biotechnology
subject: Chemical Sciences not elsewhere classified
subject: Developmental Biology
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: FOS: Biological sciences

description: Hydroxyapatite (HA) is widely used in bone scaffold development, but still faces problems of forming difficulty, slow degradation, and limited biological performance. In this study, triply periodic minimal surface (TPMS) porous HA scaffolds were prepared using desktop-level DLP and then doped with bredigite (BR) to enhance their performance through ion substitution to adjust microstructure. The DLP-prepared scaffolds displayed intricate curved surface porous structure, and their micro-porosity decreased while grain size increased with sintering holding time. During sintering, Mg2+ from BR substituted Ca2+ in HA, forming new secondary phases, which slightly decreased grain size while significantly increased micro-porosity. These factors slightly reduced mechanical properties while significantly enhanced degradation. The rapid release of inorganic active ions from BR and new phases enhanced the biomineralization and cell response. This study demonstrated the potential of using desktop-level DLP to construct complex porous ceramic scaffolds and using ion substitution to modulate their microstructure and performance.
Cerodontha (Dizygomyza) magnicornis
Creators: name: Eiseman, Charles S.
name: Lonsdale, Owen
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Agromyzidae
Cerodontha
Cerodontha magnicornis

description: Cerodontha (Dizygomyza) magnicornis (Loew)
(Fig. 12)
Material examined. IOWA: Winneshiek Co., Fern Hollow, 31.v.2017, em. 10.vi.2017, J. van der Linden, ex Carex (section Laxiflorae), #CSE3882, CNC940120 (1³); OKLAHOMA: Payne Co., Mehan, 36.014339° N, - 96.996744° W, 20.iv.2017, em. 1.v.2017, M.W. Palmer, ex Carex festucacea, #CSE3608, CNC939888 (1♀).
Hosts. * Cyperaceae: Carex sp. (section Laxiflorae), C. festucacea Schkuhr ex Willd. Foote (2004) swept an adult from C. lacustris Willd.
Leaf mine. Elongate, whitish to greenish, with the dark frass deposited in a single large lump.
Puparium. Brown; formed within the mine, toward the leaf base from the frass lump.
Distribution. USA: CO, DC (Frick 1959), * IA, IL, IN, MI, NH, OH (Foote 2004), * OK, PA, TN. Frick’s (1959) record from Canada: BC requires confirmation. Spencer (1969) treated this species as a synonym of C. (D.) morosa (Meigen), and it is unclear to which species his records from ON and QC refer.
Comments. This species has not been reared previously. The leaf mine appears to be indistinguishable from that of the closely related C. (D.) morosa, which also feeds on Carex spp. Adults of these two species are readily differentiated, with C. magnicornis (Fig. 12) having shoulders that are distinctly light yellow to whitish (not gray or with slight yellowish tint) and femora that are all distinctly light yellow apically (similar in some C. morosa, but apices of mid and hind femora usually much darker). The phallus of C. magnicornis (Spencer & Steyskal 1986: Fig. 595) is also much shorter and more shallowly curved.
description: Published as part of Eiseman, Charles S. & Lonsdale, Owen, 2019, New State and Host Records for Agromyzidae (Diptera) in the United States, with the Description of Ten New Species, pp. 1-39 in Zootaxa 4661 (1) on page 10, DOI: 10.11646/zootaxa.4661.1.1, http://zenodo.org/record/3378418
Supplementary data and figures from Altered Socio-Affective Communication and Amygdala Development in Mice with Protocadherin10-deficient Interneurons
Creators: name: Aerts, Tania
name: Boonen, Anneleen
name: Geenen, Lieve
name: Stulens, Anne
name: Masin, Luca
name: Pancho, Anna
name: Francis, Annick
name: Pepermans, Elise
name: Baggerman, Geert
name: Van Roy, Frans
name: Wöhr, Markus
name: Seuntjens, Eve
Publisher: name: The Royal Society
Year: 2024
Subjects: classificationCode: 320999
subject: Neurosciences not elsewhere classified

description: Supplementary data and figures for the manuscript "Altered Socio-Affective Communication and Amygdala Development in mice with Protocadherin10-deficient Interneurons"
Attention-aware Semantic Communications for Collaborative Inference
Creators: name: Im, Jiwoong
name: Kwon, Nayoung
name: Park, Taewoo
name: Woo, Jiheon
name: Lee, Jaeho
name: Kim, Yongjune
Publisher: name: arXiv
Year: 2024
Subjects: subject: Signal Processing (eess.SP)
subject: Artificial Intelligence (cs.AI)
subject: Computer Vision and Pattern Recognition (cs.CV)
subject: Machine Learning (cs.LG)
subject: FOS: Electrical engineering, electronic engineering, information engineering
subject: FOS: Computer and information sciences

description: We propose a communication-efficient collaborative inference framework in the domain of edge inference, focusing on the efficient use of vision transformer (ViT) models. The partitioning strategy of conventional collaborative inference fails to reduce communication cost because of the inherent architecture of ViTs maintaining consistent layer dimensions across the entire transformer encoder. Therefore, instead of employing the partitioning strategy, our framework utilizes a lightweight ViT model on the edge device, with the server deploying a complicated ViT model. To enhance communication efficiency and achieve the classification accuracy of the server model, we propose two strategies: 1) attention-aware patch selection and 2) entropy-aware image transmission. Attention-aware patch selection leverages the attention scores generated by the edge device's transformer encoder to identify and select the image patches critical for classification. This strategy enables the edge device to transmit only the essential patches to the server, significantly improving communication efficiency. Entropy-aware image transmission uses min-entropy as a metric to accurately determine whether to depend on the lightweight model on the edge device or to request the inference from the server model. In our framework, the lightweight ViT model on the edge device acts as a semantic encoder, efficiently identifying and selecting the crucial image information required for the classification task. Our experiments demonstrate that the proposed collaborative inference framework can reduce communication overhead by 68% with only a minimal loss in accuracy compared to the server model on the ImageNet dataset.
Foliaro nº 17 (Japanio nº3) (p. 16)
Creators: name: Péraire, Lucien
name: CNRS
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2023

description: Vizito el Franca Ambasadorejo. Min vizitas Japana Esperantistaro.
Cerodontha (Icteromyza) longipennis Loew
Creators: name: Eiseman, Charles S.
name: Lonsdale, Owen
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Agromyzidae
Cerodontha
Cerodontha longipennis

description: Cerodontha (Icteromyza) longipennis (Loew)
(Figs. 13, 42, 43)
Material examined. MASSACHUSETTS: Berkshire Co., Lenox, Parsons Marsh, 20.vi.2017, em. by 7.vii.2017, C.S. Eiseman, ex Carex pseudocyperus, #CSE3901, CNC939712 (1³).
Hosts. * Cyperaceae: Carex pseudocyperus L.; Juncaceae: Juncus xiphioides E. Mey. (Frick 1959).
Leaf mine. (Figs. 42, 43) On Carex pseudocyperus, elongate and whitish, on the upper leaf surface. The mine from which the adult emerged contained a single larva and was formed along the leaf margin; an associated mine contained two larvae and was formed in the center of a leaf. No frass was evident to the naked eye, with minute, fine strips visible in transmitted light under magnification (and with a small cluster of thicker particles near the puparium). Frick (1959) reared this species from both leaf and stem mines on Juncus xiphioides but gave no further details.
Puparium. (Fig. 13) Brown, elongate, with deep intersegmental grooves; formed within the mine.
Distribution. Known from almost all American states and Canadian provinces (Boucher 2012).
Comments. This is the first record of a species of Cerodontha (Icteromyza) from Carex. Besides Juncus (Juncaceae), the only other confirmed host for the subgenus is Eriophorum L.; there is also an unconfirmed record from Fimbristylis Vahl (both Cyperaceae) (Boucher 2012). Frohne (1938, 1939) reported C. longipennis as a stem miner on Schoenoplectus acutus (Muhl. ex Bigelow) Á. L̂ve & D. L̂ve var. occidentalis (S. Watson) S.G. Sm. and S. americanus (Pers.) Volkart ex Schinz & R. Keller (Cyperaceae) in Michigan, but these records require confirmation. He stated that the larvae mine downward, forming “varicose elongated blotch mines” that often end below the water level. When mature, they are green and about 7 mm long; puparia are about 5 mm by 2 mm. Since our C. longipennis puparia are only 2.5 mm long, we are skeptical that his observations refer to the same insect. In our experience puparium length of agromyzids is roughly equal to wing length, and Boucher (2012) reported wing lengths of 1.9–3.1 mm for C. longipennis based on examination of 449 specimens.
description: Published as part of Eiseman, Charles S. & Lonsdale, Owen, 2019, New State and Host Records for Agromyzidae (Diptera) in the United States, with the Description of Ten New Species, pp. 1-39 in Zootaxa 4661 (1) on pages 10-11, DOI: 10.11646/zootaxa.4661.1.1, http://zenodo.org/record/3378418
Argochrysis litura Bohart 1982
Creators: name: Rosa, Paolo
name: Antropov, Alexander V.
name: Xu, Zaifu
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Chrysididae
Argochrysis
Argochrysis litura

description: Argochrysis litura Bohart, 1982
Argochrysis litura Bohart in Bohart & Kimsey 1982: 193.
Type locality: U.S.A. (holotype from Tanbark Flat, Los Angeles Co., California; paratypes 34 ♂ and 99 ♀ from Arizona, California and Idaho).
Paratype, 1♀: Tanbark Flat LA Co., Cal. VI.19.1956 // R.C. Bechtel Collector // Paratype Argochrysis ♀ litura R.M. Bohart .
Remarks. The holotype is housed in BME. Bohart in 1980s identified about 350 specimens and kindly donated a paratype of A. litura Bohart to ZMMU.
Current status. Argochrysis litura Bohart, 1982.
description: Published as part of Rosa, Paolo, Antropov, Alexander V. & Xu, Zaifu, 2015, A catalogue of the Chrysididae (Insecta, Hymenoptera) types deposited in the Zoological Museum, Moscow Lomonosov State University, Russia, pp. 1-31 in Zootaxa 3990 (1) on page 3, DOI: 10.11646/zootaxa.3990.1.1, http://zenodo.org/record/289112
Pemphigus (Pemphigus) immunis Buckton 1896
Creators: name: Stepanyan, Ilona
name: Barjadze, Shalva
name: Karagyan, Gayane
name: Kalashian, Mark
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Pemphigus
Pemphigus immunis

description: 182. Pemphigus (Pemphigus) immunis Buckton
First record from Armenia: Tumanyan (1976) (as Pemphigus lichtensteini Tullgren).
Distribution in Armenia: widely distributed in all provinces (Tumanyan 1976).
description: Published as part of Stepanyan, Ilona, Barjadze, Shalva, Karagyan, Gayane & Kalashian, Mark, 2023, Check List Of Armenian Aphids (Hemiptera: Aphidomorpha), pp. 497-525 in Zootaxa 5361 (4) on page 518, DOI: 10.11646/zootaxa.5361.4.3, http://zenodo.org/record/10145534
Supplementary data and figures from Altered Socio-Affective Communication and Amygdala Development in Mice with Protocadherin10-deficient Interneurons
Creators: name: Aerts, Tania
name: ANNELEEN, BOONEN
name: LIEVE, GEENEN
name: ANNE, STULENS
name: LUCA, MASIN
name: ANNA, PANCHO
name: ANNICK, FRANCIS
name: ELISE, PEPERMANS
name: GEERT, BAGGERMAN
name: FRANS, VAN ROY
name: MARKUS, WÖHR
name: Seuntjens, Eve
Publisher: name: The Royal Society
Year: 2024
Subjects: classificationCode: 320999
subject: Neurosciences not elsewhere classified

description: Supplementary data and figures for the manuscript "Altered Socio-Affective Communication and Amygdala Development in mice with Protocadherin10-deficient Interneurons"
DONNI SIFATINI BAHOLASH
Creators: name: J.Eshonqulov, Toshkent davlat agrar universiteti dotsenti
name: M.Olisheva, Toshkent davlat agrar universiteti talabasi
name: A.Ikromaliyev, Toshkent davlat agrar universiteti talabasi
Publisher: name: Zenodo
Year: 2024

description: Ushbu  maqola  don  va  don  mahsulotlarining  sifatini  o’rganish  va  boshqa ko’rsatkichlarini  aniqlash  haqida  ma’lumot  beradi.  Don  sifati  haqida  umumiy ma’lumotlar keltirib o’tilgan
Heat treatment effects and variant selection in multi-material laser powder bed fusion of FeNi- and CoCr-based alloys
Creators: name: Pasco, Jubert
name: Keshavarzkermani, Ali
name: Nyamuchiwa, Kudakwashe
name: Jiang, Lu
name: Dorin, Thomas
name: Aranas, Clodualdo
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Biotechnology
subject: Evolutionary Biology
subject: FOS: Biological sciences
subject: Environmental Sciences not elsewhere classified
subject: Chemical Sciences not elsewhere classified
subject: Ecology

description: This study demonstrates the successful fabrication of a multi-material 18Ni(300) maraging steel – CoCrMo alloy using laser powder bed fusion (L-PBF), which in its as-built state, displays suboptimal mechanical performance. Addressing this, we propose different heat treatments that mutually enhance the properties of both alloys. Comparative analysis of texture development, precipitation sequence and mechanical properties of the dual structures at different scales has been conducted. The results indicate the cooperative strengthening of intragranular γ–ϵ transformation in CoCrMo, and Ni3Ti precipitation in maraging steel. Adding the solution treatment also balanced the formation of acicular Ni3Ti clusters with (Fe, Ni, Co)2(Ti, Mo) precipitates, and revealed that chemical segregation influences austenite reversion. Initial evidence of local grain variant selection has been revealed in as-built samples due to thermal cycling and austenite reversion, which generates residual stresses, recoil forces and convective flow. Surprisingly, the missing variants can also be inherited after heat treatment with insufficient solution temperatures.
Tulista minor Gideon F. Sm. & Molteno 2018, comb. nov.
Creators: name: Smith, Gideon F.
name: Figueiredo, Estrela
name: Molteno, Steven
Publisher: name: Zenodo
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Liliopsida
Asparagales
Asphodelaceae
Tulista
Tulista minor

description: Tulista minor (Aiton) Gideon F.Sm. & Molteno, comb. nov.
Basionym:— Aloe margaritifera (Linnaeus 1753: 322) Burman (1768: 10) var. minor Aiton (1789: 468).
Lectotype (designated by Scott 1985: 14):— Illustration in Dillenius, Hort. eltham.: T. XVI, F. 17 [drawing on the left of P. 20]. 1732.
Homotypic synonyms (type as above):— Haworthia minor (Aiton) Duval (1809: 7). Apicra minor (Aiton) Steudel (1821: 59). Aloe minor (Aiton) Schultes & Schultes (1829: 648).
Heterotypic synonyms:— Aloe margaritifera var. minima Aiton (1789: 468). Haworthia minima (Aiton) Haworth (1812: 92). Tulista minima (Aiton) Boatwright & Manning in Manning et al. (2014: 70), nom. superfl. Lectotype (designated by Scott 1985: 17):—Illustration in Dillenius, Hort. eltham.: T. XVI, F. 18 [drawing on the right of P. 20]. 1732.
description: Published as part of Smith, Gideon F., Figueiredo, Estrela & Molteno, Steven, 2018, A new combination in Tulista, T. minor (Alooideae, Asphodelaceae), pp. 201-202 in Phytotaxa 346 (2) on page 201, DOI: 10.11646/phytotaxa.346.2.8, http://zenodo.org/record/13708251
Topology optimization and biomechanical evaluation of bone plates for tibial bone fractures considering bone healing
Creators: name: Mehboob, Ali
name: Barsoum, Imad
name: Mehboob, Hassan
name: Abu Al-Rub, Rashid K.
name: Ouldyerou, Abdelhak
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Biophysics
subject: Space Science
subject: Physical Sciences not elsewhere classified
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Physiology
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Cancer
subject: Hematology

description: Implant designs highly influence their biomechanical performances when fixed with load-bearing long bone fractures. In this research work, the topology optimisation technique was used to obtain different shapes and designs of the bone plates according to three different loadings, e.g. lateral bending (LB), axial compression (AC), and physiological loads (PL), and solid volume fractions Vf of 30% and 70%. Bi-phasic mechano-regulation algorithm was used to investigate the callus healing for a given bone plate design, and stresses in screws and bone plates were monitored. To further validate the bone plate designs, fatigue analyses using Fe-safe and three-point bending tests were performed using additively manufactured plates. Topology-optimised bone plate PL with Vf 70% showed the maximum bending stiffness (peak load of 138 N and bending stiffness of 29 N/mm) among the optimised bone plates, with the best callus healing normalised stiffness of 0.6 and 0.7 in iterations 21 and 42, respectively. Thus, the bone plates produced using actual loading conditions (PL) outperformed other loading conditions during the biomechanical evaluation of fractured bones.
Chrysis dentipes Radoszkowski 1877
Creators: name: Rosa, Paolo
name: Antropov, Alexander V.
name: Xu, Zaifu
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Chrysididae
Chrysis
Chrysis dentipes

description: Chrysis dentipes Radoszkowski, 1877
(Plate 2A–D)
Chrysis dentipes Radoszkowski 1877: 15.
Type locality: Uzbekistan: “Habitat in Valle Sarafschan”, [collected on 8th and 10th of May 1869 in Katty-Kurgan and in the Zaravshan Valley]. The locality Katty-Kurgan [= Kattakurgan] is in Uzbekistan. Corrigenda (pag. 84): “ 1870 г. на верхнемъ Заравшанѣ” [1870 upper Zeravshan].
Lectotype, ♀: 8.  // Верхн. Заравш. [!] [Verhn. Zaravsh.]  // Chrysis dentipes Rad.  // 8.V.1869 .
Paralectotype, 1♀: 10.  // Верхн. Зaравш. [Verhn. Zaravsh.]  // dentipes  // Chrysis dentipes Rad.  // 10.V.1869 .
Remarks. Lectotype designated by Bohart (in Kimsey & Bohart 1991: 403). Another female paralectotype from Zarafshan Valley is housed in ISEA-PAN (Rosa et al. 2015). It belongs to the C. taczanovskii species-group. Current status. Chrysis dentipes Radoszkowski, 1877.
PLATE 2. Chrysis dentipes Radoszkowski, 1877, lectotype, ♀. A. Head and mesosoma, lateral view B. Head, frontal view C. Metasoma, lateral view D. T2–T3, dorsal view
description: Published as part of Rosa, Paolo, Antropov, Alexander V. & Xu, Zaifu, 2015, A catalogue of the Chrysididae (Insecta, Hymenoptera) types deposited in the Zoological Museum, Moscow Lomonosov State University, Russia, pp. 1-31 in Zootaxa 3990 (1) on pages 4-5, DOI: 10.11646/zootaxa.3990.1.1, http://zenodo.org/record/289112
Operando phase mapping in multi-material laser powder bed fusion
Creators: name: Sumarli, Shieren
name: Malamud, Florencia
name: Van Petegem, Steven
name: Gaudez, Steve
name: Baganis, Antonios
name: Busi, Matteo
name: Polatidis, Efthymios
name: Leinenbach, Christian
name: Logé, Roland E.
name: Strobl, Markus
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: Evolutionary Biology
subject: Environmental Sciences not elsewhere classified
subject: Biological Sciences not elsewhere classified

description: Layer-wise laser-based additive manufacturing techniques offer immense versatility and flexibility in fabricating metallic composites with complex shapes. Interest in producing new multi-materials with advanced characteristics outpaces the available methods that provide insights into the bulk material formation, which in turn enables process and material optimisation. While some advanced operando studies enable highly local observations in the established metallic layers, the effect of intrinsic heat treatment inherent in the process in the bulk of the material is generally beyond reach of operando characterisation. Here, we approach the regime through advanced operando neutron imaging utilising a custom-designed laser powder bed fusion device on a neutron beamline. Operando polarisation contrast neutron imaging experiments were carried out during building centimetre-sized specimens with different powder premixture compositions of 316L and CuCrZr. The results of these full-field spatially resolved measurements reveal the quantitative evolution of ferromagnetic phases and temperature throughout the specimens and processing time.
Global versus Local: Evaluating AlexNet Architectures for Tropical Cyclone Intensity Estimation
Creators: name: Dwivedi, Vikas
Publisher: name: arXiv
Year: 2024
Subjects: subject: Machine Learning (cs.LG)
subject: Computer Vision and Pattern Recognition (cs.CV)
subject: Atmospheric and Oceanic Physics (physics.ao-ph)
subject: FOS: Computer and information sciences
subject: FOS: Physical sciences

description: Given the destructive impacts of tropical cyclones, it is critical to have a reliable system for cyclone intensity detection. Various techniques are available for this purpose, each with differing levels of accuracy. In this paper, we introduce two ensemble-based models based on AlexNet architecture to estimate tropical cyclone intensity using visible satellite images. The first model, trained on the entire dataset, is called the global AlexNet model. The second model is a distributed version of AlexNet in which multiple AlexNets are trained separately on subsets of the training data categorized according to the Saffir-Simpson wind speed scale prescribed by the meterologists. We evaluated the performance of both models against a deep learning benchmark model called \textit{Deepti} using a publicly available cyclone image dataset. Results indicate that both the global model (with a root mean square error (RMSE) of 9.03 knots) and the distributed model (with a RMSE of 9.3 knots) outperform the benchmark model (with a RMSE of 13.62 knots). We provide a thorough discussion of our solution approach, including an explanantion of the AlexNet's performance using gradient class activation maps (grad-CAM). Our proposed solution strategy allows future experimentation with various deep learning models in both single and multi-channel settings.
Biorremediación fúngica de metales pesados del compost de RSOM/U
Creators: name: Papaqui-Climaco, Jaquelyn
Publisher: name: Benemérita Universidad Autónoma de Puebla
Year: 2024
Subjects: Compost
metales pesados
hongos
residuos orgánicos
biofertilizantes

description: RESUMEN

El compost producido en base a residuos sólidos orgánicos municipales/ urbano (RSOM/U), es un valioso recurso como biofertilizante para la agricultura, jardinería, actividad forestal y sobre todo para la remediación de suelos, cuya producción contribuye al desarrollo sustentable a través del reciclado de materia orgánica y nutrientes. Sin embargo, el compost puede tener un contenido significativo de metales pesados tales como cadmio (Cd), plomo (Pb), arsénico (As), mercurio (Hg) y selenio (Se), así como ciertos contaminantes como oligoelementos potencialmente tóxicos que perjudican la salud humana [1]. Los componentes previamente mencionados pueden acumularse en los tejidos vegetales por absorción, y llegando a ser biodisponibles para humanos y animales; para dicha problemática la biorremediación fúngica de metales pesados en compost de RSOM/U, es altamente eficiente, económica, disponible y amigable con el medio ambiente. Por esta razón, la remoción de metales mediante esta técnica es prioritaria cuando la finalidad es el uso del compost en suelos agrícolas [2]. Esta revisión es una síntesis de algunos estudios basados en el potencial de la biomasa fúngica para la biorremediación de metales pesados en compost de RSOM/U, reportándose información general del compost a base de RSOM/U, la producción de biomasa fúngica y mecanismos de biorremediación de metales pesados por dicha biomasa. El principal riesgo de los productos metálicos está íntegramente asociado al elemento no degradable y los métodos biológicos no podrían ser capaces de reducir la toxicidad de los metales de forma irreversible. Por ello, la remediación se logra a través de métodos como la movilización y la inmovilización en la micósfera, la sorción en las paredes celulares y la absorción en las células fúngicas [3]. Debido a la considerable adaptabilidad del metabolismo de las cepas fúngicas, se ha establecido que el cultivo de hongos es efectivo para degradar y transformar una amplia variedad de moléculas químicas naturales y sintéticas como pesticidas, metales pesados, detergentes, plastificantes, productos químicos industriales y productos farmacéuticos. En conclusión, la biorremediación de metales pesados utilizando la biomasa fúngica en compost de RSOM/U, con una segregación adecuada de la materia prima, podría mejorar la remoción de metales pesados en compost de RSOM/U, y podría ser una alternativa ecológica y viable, que debe ser valorada intensificando su uso.
Pemphigus (Pemphigus) fuscicornis First
Creators: name: Stepanyan, Ilona
name: Barjadze, Shalva
name: Karagyan, Gayane
name: Kalashian, Mark
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Pemphigus
Pemphigus fuscicornis

description: 183. Pemphigus (Pemphigus) fuscicornis (Koch)
First record from Armenia: Manukyan (1966).
Distribution in Armenia: Shirak (surroundings of Akhuryan village) and Lori (surroundings of Spitak town) provinces (Manukyan 1966; Tumanyan 1976).
description: Published as part of Stepanyan, Ilona, Barjadze, Shalva, Karagyan, Gayane & Kalashian, Mark, 2023, Check List Of Armenian Aphids (Hemiptera: Aphidomorpha), pp. 497-525 in Zootaxa 5361 (4) on pages 518-519, DOI: 10.11646/zootaxa.5361.4.3, http://zenodo.org/record/10145534
Miltochrista paraseriata N. Singh & Kirti 2016
Creators: name: Volynkin, Anton V.
name: Singh, Santosh
name: Černý, Karel
name: Kirti, Jagbir Singh
name: Datta, Harvinder Singh
name: Singh, Navneet
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Lepidoptera
Erebidae
Miltochrista
Miltochrista paraseriata

description: Miltochrista paraseriata N. Singh & Kirti, 2016
(Figs 28–30, 109, 110)
Miltochrista paraseriata N. Singh & Kirti in Kirti & N. Singh, 2016, Arctiid Moths of India, 2: 93 (Type locality: “ Sikkim, Aritar”).
Type material examined. Holotype (Fig. 28): ♂, [India] “ Sikkim: Aritar | 29.iv.2009 | Coll[ected by]: R. Joshi ” / handwritten red label “ARC | 196 | HT 196 | Sikkim, | ARITAR” / handwritten “12623 | H10” / handwritten “Aritar | 29/4/[20]09” / printed red label “Holotype”(NZCZSI).
Additional material examined. INDIA. Sikkim: 1 ♂, Sikkim, VII.[18]89, G.C. Dudgeon, 94-52, unique ID: NHMUK010292563 (NHMUK); 1 ♂, Gangtok, 24.iv.[20]09, R. Joshi leg. (NZCZSI, 12610/H10); 1 ♂, 1 ♀, Pangthang, 2.vii.[20]19, S. Singh leg. (NZCZSI, 12603/ H10); 4 ♂, Rinchenpong, 12.vii.[20]19, S. Singh leg. (NZCZSI, 12602/H10); 2 ♂, 1 ♀, Ravangla, 21.vii.[20]19, S. Singh leg. (NZCZSI, 12601/ H10).
Note. In the original description of the species, the valvae illustrated (Kirti & Singh 2016: 93, below) belong to M. neoseriata (also see above, under M. neoseriata).
Diagnosis. The forewing length is 9.0–11.0 mm in males. The species displays no remarkable superficial differences from M. neoseriata and the identification requires the examination of the genitalia structures which are largely different in both sexes of these species. The male genital capsule of M. paraseriata is reminiscent of M. butleri but can be distinguished by the medially and distally broader valva with a more convex dorsal margin, the longer and more downcurved distal costal process, and the somewhat shorter and apically rounded distal saccular process which is apically pointed in the congener. The phallus of M. paraseriata is narrower than in M. butleri and has a larger ventral carinal crest. The vesica of the current species is markedly broader than in M. butleri, lacks a subbasal diverticulum and has a considerably broader medial diverticulum bearing a shorter and proximally broader cornutus.
The female is unknown.
Distribution. Northeast India (Sikkim) (Kirti & Singh 2016).
description: Published as part of Volynkin, Anton V., Singh, Santosh, Černý, Karel, Kirti, Jagbir Singh, Datta, Harvinder Singh & Singh, Navneet, 2025, On the taxonomy of the genus Miltochrista Hübner with descriptions of six new species from the Oriental Realm (Lepidoptera: Erebidae: Arctiinae: Lithosiini), pp. 401-445 in Zootaxa 5566 (3) on pages 412-414, DOI: 10.11646/zootaxa.5566.3.1, http://zenodo.org/record/14703099
title: Review of ESA Listing Factor Threats for the Olympic Peninsula Steelhead DPS, 1996–Present: Appendix B to NOAA Technical Memorandum NMFS-NWFSC-198
Creators: name: Northwest Fisheries Science Center (U.S.)
Publisher: name: NOAA National Marine Fisheries Service Northwest Fisheries Science Center
publisherIdentifier: https://ror.org/05r7z1k40
publisherIdentifierScheme: ROR
Year: 2024

description: NOAA processed report NMFS-NWFSC-PR ; 2024-03
description: Section 4(a)(1) of the ESA directs NMFS to determine whether any species is threatened or endangered because of any of the following factors: (1) the present or threatened destruction, modification, or curtailment of its habitat or range; (2) overutilization for commercial, recreational, scientific, or educational purposes; (3) disease or predation; (4) the inadequacy of existing regulatory mechanisms; or (5) other natural or man-made factors affecting its continued existence. Section 4(b)(1)(A) requires us to make listing determinations after conducting a review of the status of the species and taking into account efforts to protect such species.
Chrysis fedtschenkoi Radoszkowski 1877
Creators: name: Rosa, Paolo
name: Antropov, Alexander V.
name: Xu, Zaifu
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Chrysididae
Chrysis
Chrysis fedtschenkoi

description: Chrysis fedtschenkoi Radoszkowski, 1877
Chrysis Fedtschenkoi Radoszkowski 1877: 12.
Type locality: Uzbekistan: “Habitat in Maracanda”, [This beautiful species was collected on the 13th of July at Samarkand].
Holotype, ♀: 13.  // Самаркандъ [Samarkand]  // 25  // Chrysis fedtschenkoi Rad.  // 13.VI.1869 .
Remarks. Radoszkowski (1877) in the Russian description listed another specimen examined some years before and collected in Greece. This specimen is not listed in the Latin description and we do not consider it as belonging to the types series: the description is based only on the specimen collected at Samarkand. At the MNHU there is one specimen of Chrysis fedtschenkoi labelled as type and originating from the Radoszkowski collection. It was collected in Transcaspia and therefore it is not part of the type series.
Current status. Pseudospinolia humboldti (Dahlbom, 1845) (synonymized by Mocsáry 1889: 223; transferred to Pseudospinolia Linsenmaier by Kimsey & Bohart 1991: 547).
description: Published as part of Rosa, Paolo, Antropov, Alexander V. & Xu, Zaifu, 2015, A catalogue of the Chrysididae (Insecta, Hymenoptera) types deposited in the Zoological Museum, Moscow Lomonosov State University, Russia, pp. 1-31 in Zootaxa 3990 (1) on page 5, DOI: 10.11646/zootaxa.3990.1.1, http://zenodo.org/record/289112
Correlation between microstructural inhomogeneity and architectural design in additively manufactured NiTi shape memory alloys
Creators: name: Yan, Zhaorui
name: Zhu, Jia-Ning
name: Hartl, Darren
name: Riemslag, Ton
name: Scott, Sean Paul
name: Petrov, Roumen
name: Hermans, Marcel
name: Jovanova, Jovana
name: Popovich, Vera
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Evolutionary Biology
subject: FOS: Biological sciences
subject: Environmental Sciences not elsewhere classified
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified

description: Additively manufactured Nitinol (NiTi) architectured materials, designed with unit cell architectures, hold promise for customisable applications. However, the common assumption of homogeneity in modeling and additive manufacturing of these architectured materials needs further investigation because geometric-dependent melt pool behaviour results in inhomogeneous microstructure and thermomechanical properties. This study shows that property inhomogeneity at the mesoscale is one reason for pseudo-linear response and partial superelasticity of the fabricated NiTi body-centered cubic (BCC) architectured materials. We modeled using a phenomenological constitutive relation and additively manufactured NiTi architectured materials with varying relative densities. These fabricated samples showed distinct microstructural textures and compositions that affected their local recoverability. The edge effects and laser turn regions were identified as the causes underlying the observed microstructural inhomogeneity. The dimensionless Fourier number is used to describe the transition of printing modes. This study provides valuable information on rigorous experimental/computational consistency in future work.
Counting statistics of ultra-broadband microwave photons
Creators: name: Beaudoin, Simon Bolduc
name: Pinsolle, Edouard
name: Reulet, Bertrand
Publisher: name: arXiv
Year: 2024
Subjects: subject: Quantum Physics (quant-ph)
subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: FOS: Physical sciences

description: We report measurements of counting statistics, average and variance, of microwave photons of ill-defined frequency : bichromatic photons, i.e. photons involving two well separated frequencies, and "white" broadband photons. Our setup allows for the analysis of single photonic modes of arbitrary waveform over the 1-10 GHz frequency range. The photon statistics are obtained by on-the-fly numerical calculation from the sampled time-dependent voltage. Using an ac+dc biased tunnel junction as a source of quantum microwave, we report an ultra-wide squeezing spectrum representing a competitive source for entanglement generation (up to 0.9 billion measured entangled bits per second) easily achievable experimentally. We also report the observation of quantum steering by the tunnel junction, and show how the presence of squeezing of a broadband mode implies the existence of entanglement between two modes it encompasses.
description: 14 pages, 13 figures, on going peer review
Pemphigus (Pemphigus) populinigrae
Creators: name: Stepanyan, Ilona
name: Barjadze, Shalva
name: Karagyan, Gayane
name: Kalashian, Mark
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Pemphigus
Pemphigus populinigrae

description: 184. Pemphigus (Pemphigus) populinigrae (Schrank)
First record from Armenia: Harutyunyan (1967) (as Pemphigus filaginis Boyer de Fonscolombe).
Distribution in Armenia: widely distributed in all provinces (Harutyunyan 1967; Tumanyan 1976).
description: Published as part of Stepanyan, Ilona, Barjadze, Shalva, Karagyan, Gayane & Kalashian, Mark, 2023, Check List Of Armenian Aphids (Hemiptera: Aphidomorpha), pp. 497-525 in Zootaxa 5361 (4) on page 519, DOI: 10.11646/zootaxa.5361.4.3, http://zenodo.org/record/10145534
Liriomyza virgo Zetterstedt
Creators: name: Eiseman, Charles S.
name: Lonsdale, Owen
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Agromyzidae
Liriomyza
Liriomyza virgo

description: Liriomyza virgo (Zetterstedt)
(Figs. 22, 52)
Material examined. MASSACHUSETTS: Berkshire Co., Lenox, Parsons Marsh, 20.vi.2017, em. 2.vii.2017, C.S. Eiseman, ex Equisetum fluviatile, #CSE3887, CNC939734 (1♀).
Hosts. Equisetaceae: Equisetum fluviatile L., E. palustre L. (Lonsdale 2017).
Larval mine. (Fig. 52) According to Ellis (2018), the egg is laid 1–2 cm from the tip of a lateral branch, and the larva mines basally from here, continuing down the stem. The mines we observed were entirely in the main stem, in some cases proceeding downward but in at least one instance reversing direction early on and mining mostly apically. They were uniformly brown, without obvious frass, and were essentially linear throughout (somewhat blotchy in places).
Puparium. (Fig. 22) Black; formed at the end of the mine, standing at a 90° angle from the stem, with the posterior spiracular processes firmly anchored in the plant.
Distribution. USA: AK, * MA; Canada: AB, BC, MB, NT, ON, QC (Lonsdale 2017).
description: Published as part of Eiseman, Charles S. & Lonsdale, Owen, 2019, New State and Host Records for Agromyzidae (Diptera) in the United States, with the Description of Ten New Species, pp. 1-39 in Zootaxa 4661 (1) on page 16, DOI: 10.11646/zootaxa.4661.1.1, http://zenodo.org/record/3378418
Benchmarking digital quantum simulations above hundreds of qubits using quantum critical dynamics
Creators: name: Miessen, Alexander
name: Egger, Daniel J.
name: Tavernelli, Ivano
name: Mazzola, Guglielmo
Publisher: name: arXiv
Year: 2024
Subjects: subject: Quantum Physics (quant-ph)
subject: Statistical Mechanics (cond-mat.stat-mech)
subject: Strongly Correlated Electrons (cond-mat.str-el)
subject: FOS: Physical sciences

description: The real-time simulation of large many-body quantum systems is a formidable task, that may only be achievable with a genuine quantum computational platform. Currently, quantum hardware with a number of qubits sufficient to make classical emulation challenging is available. This condition is necessary for the pursuit of a so-called quantum advantage, but it also makes verifying the results very difficult. In this manuscript, we flip the perspective and utilize known theoretical results about many-body quantum critical dynamics to benchmark quantum hardware and various error mitigation techniques on up to 133 qubits. In particular, we benchmark against known universal scaling laws in the Hamiltonian simulation of a time-dependent transverse field Ising Hamiltonian. Incorporating only basic error mitigation and suppression methods, our study shows reliable control up to a two-qubit gate depth of 28, featuring a maximum of 1396 two-qubit gates, before noise becomes prevalent. These results are transferable to applications such as Hamiltonian simulation, variational algorithms, optimization, or quantum machine learning. We demonstrate this on the example of digitized quantum annealing for optimization and identify an optimal working point in terms of both circuit depth and time step on a 133-site optimization problem.
description: 11 pages, 4 pages appendix, 10 figures
Direct wire writing technique benefitting the flexible electronics
Creators: name: Guo, Zhiyang
name: Yu, Peishi
name: Li, Bo
name: Xuan, Fuzhen
name: Zhao, Junhua
Publisher: name: Taylor & Francis
Year: 2023
Subjects: Biophysics
Space Science
Biotechnology
Chemical Sciences not elsewhere classified
Mental Health

description: This work proposes a rapid manufacturing technique for the conductive lines applied in flexible electronics, which is referred to as the ‘direct wire writing (DWW)’ technique. The fine metal wire is dragged out of the needle by adhesion, and attached to the stick-on substrate synchronously along design paths to form high-quality circuits. This technique overcomes the unstable performance of ink-based conductive lines fabricated by screen printing, spraying, 3D printing, etc., and avoids complex processes for stable metallic circuits mainly manufactured by the photolithography method, etc. Firstly, the forming mechanism of dominating the micro deformation behaviour (local-debonding, slip, warping) is clarified and analysed, which provides guidelines for fabricating in-plane wire patterns and 3D structural circuits rapidly and easily. Subsequently, some practical applications, including strain rosette, wearable sensor patch and light display are presented, showing the promising potential of the DWW technique in the ongoing exploration of flexible electronics.
Pemphigus (Pemphigus) protospirae Lichtenstein 1885
Creators: name: Stepanyan, Ilona
name: Barjadze, Shalva
name: Karagyan, Gayane
name: Kalashian, Mark
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Pemphigus
Pemphigus protospirae

description: 185. Pemphigus (Pemphigus) protospirae Lichtenstein
First record from Armenia: Harutyunyan (1967).
Distribution in Armenia: widely distributed in all provinces (Harutyunyan 1967; Tumanyan 1976; Matinyan 1983).
description: Published as part of Stepanyan, Ilona, Barjadze, Shalva, Karagyan, Gayane & Kalashian, Mark, 2023, Check List Of Armenian Aphids (Hemiptera: Aphidomorpha), pp. 497-525 in Zootaxa 5361 (4) on page 519, DOI: 10.11646/zootaxa.5361.4.3, http://zenodo.org/record/10145534
Liriomyza Mik 1894
Creators: name: Eiseman, Charles S.
name: Lonsdale, Owen
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Agromyzidae
Liriomyza

description: Liriomyza sp. 1
(Figs. 55, 56)
Material examined. TEXAS: Edwards Co., 1.3 mi NW of Camp Wood, 16.iii.2017, em. 6.iv.2017, C.S. Eiseman, ex Chaetopappa bellidifolia, #CSE3403, CNC941272 (1♀).
Host. Asteraceae: Chaetopappa bellidifolia (A. Gray & Engelm.) Shinners.
Leaf mine. (Figs. 55, 56) At the time of collection, larvae were forming pale green, linear mines on the upper leaf surface, with black frass in alternating strips. Due to the small size of the leaves, the completed mines occupied the entire leaf blade and much of the petiole.
Puparium. Yellow; formed outside the mine.
Comments. This is the first record of any Liriomyza from Chaetopappa.
description: Published as part of Eiseman, Charles S. & Lonsdale, Owen, 2019, New State and Host Records for Agromyzidae (Diptera) in the United States, with the Description of Ten New Species, pp. 1-39 in Zootaxa 4661 (1) on page 17, DOI: 10.11646/zootaxa.4661.1.1, http://zenodo.org/record/3378418
Manifold nº 18 (Chine nº 4) (p. 9)
Creators: name: Péraire, Lucien
name: CNRS
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2023

description: Le Sort réel en 1930 de la femme chinoise.
Large Reactor-Neutrino Mixing Angle Supports a Fourier Approach to the Mass Hierarchy Problem
Creators: name: Danielson, Daine L.
Publisher: name: University of California, Davis
Year: 2015
Subjects: neutrino mass hierarchy
particle physics
normal
inverted
neutrino oscillation
reactor neutrino mixing angle
Fourier power spectrum
hierarchy parameters

description: The neutrino mass hierarchy problem presents an important open question in particle physics. Two alternate hypotheses describe the mass-ordering of the three neutrino masses: the ‘inverted’ hierarchy, m1 < m2 < m3; and the ‘normal’ hierarchy, m3 < m1 < m2. We review a method for measuring the neutrino mass hierarchy using Fourier analysis of reactor electron antineutrino dis- appearance oscillations. We present theoretical curves describing the expected response of a 10 kt scintillator-doped water-based electron antineutrino detector positioned 50 km away from a 8 GWth nuclear reactor, using updated neutrino oscillation parameters; the growing experimental consensus around ‘large’ θ13 ≃ 0.16 supports the viability of our approach. We show a strong mass hierarchy dependance in the shape of the Fourier power spectrum, robust under uncertainties on the absolute values of the hierarchy parameters |∆m2ij|.
Chrysis kessleri Radoszkowski 1877
Creators: name: Rosa, Paolo
name: Antropov, Alexander V.
name: Xu, Zaifu
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Chrysididae
Chrysis
Chrysis kessleri

description: Chrysis kessleri Radoszkowski, 1877
(Plate 3A–E)
Chrysis Kessleri Radoszkowski 1877: 21.
Type locality: Uzbekistan: “Habitat in valle Sarafshan”, [One female was collected on the 9th of May 1869 at Zaravshan Valley].
Holotype, ♂ (not ♀): 9.  // Заравш. дол [Zaravsh. Valley]  // Chrysis kessleri Rad.  // 9.V.1869 .
Remarks. Bohart (in Kimsey & Bohart 1991: 428) designated the lectotype on this specimen. However, the type must be considered as the holotype because the species was described on a single specimen. It belongs to the C. succincta species-group.
Current status. Chrysis kessleri Radoszkowski, 1877.
description: Published as part of Rosa, Paolo, Antropov, Alexander V. & Xu, Zaifu, 2015, A catalogue of the Chrysididae (Insecta, Hymenoptera) types deposited in the Zoological Museum, Moscow Lomonosov State University, Russia, pp. 1-31 in Zootaxa 3990 (1) on page 6, DOI: 10.11646/zootaxa.3990.1.1, http://zenodo.org/record/289112
Vat photopolymerization printing by thermal polymerisation utilising carbon nanotubes as photothermal converters
Creators: name: Kam, Doron
name: Lieberman, Rama
name: Trink, Noa
name: Rulf, Omri
name: Magdassi, Shlomo
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Biochemistry
subject: Space Science
subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Pharmacology
subject: Environmental Sciences not elsewhere classified
subject: Chemical Sciences not elsewhere classified
subject: Biological Sciences not elsewhere classified
subject: Computational Biology

description: Traditional printing compositions for stereolithography (SLA), a vat photopolymerization technology, rely on light-sensitive photoinitiators (PIs) to initiate cross-linking reactions. Here, we propose a new approach for printing in which the polymerisation occurs locally with carbon nanotubes (CNTs), which function as photothermal converters combined with low-cost thermal initiators (TIs). The irradiation is performed at near-infrared (NIR), which enables deep light penetration, and polymerisation in black compositions, thus increasing the printing throughput. We demonstrate the control over polymerisation kinetics, printing resolution and cure depth, achieving very large printable layer thickness. The CNT photoconvertors can be used in both nonaqueous and aqueous systems, while the latter addresses the limited availability of water-soluble PIs for printing in water. The CNT enables dual use, initiating polymerisation and printing composite materials. This approach presents an advancement in SLA-based technologies, avoiding the use of conventional PIs and thus broadening the scope of 3D printing applications.