cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Anufrievia quadrata Cao & Yang & Lin & Zhang 2018, sp. nov.
Creators: name: Cao, Yanghui
name: Yang, Meixia
name: Lin, Shuanghu
name: Zhang, Yalin
Publisher: name: Zenodo
Year: 2018
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Cicadellidae
Anufrievia
Anufrievia quadrata

description: 17. Anufrievia quadrata Cao & Zhang sp. nov.
(Figs 15, 25o)
Ground color of holotype orange, vertex with pair of dark patches at transition to face, eyes grey, basal triangles black. Natural color of paratype changed after removal from alcohol. Head and thorax testaceous, eyes grey, basal triangles of mesonotum black, fore wing light brown.
Abdominal apodemes broad, not extended to hind margin of 3rd sternite (Fig. 15a).
Male genitalia: Pygofer with 1–2 macroseta(e) at cephalo-ventral angle of lobe (Fig. 15b); dorsal appendage triangular, slightly curved ventrad apically, with small protrusion medially on ventral surface (Fig. 15c). Style curved dorsad subapically, apical tooth much longer and broader than subapical tooth (Figs 15f, g). Aedeagal shaft long, with paired apical processes which slightly expand apically, apical processes of paratype longer than those of holotype and obviously bent; preatrial process short, not reaching gonopore, almost rectangular in ventral view; gonopore near middle (Figs 15i –l).
Measurement: Male 2.90–3.00mm.
Material examined: Holotype: ♂ [QSBG], THAILAND: Phetchabun, Khao Kho NP, Deciduous forest at Ta Pol River, 16°32.539'N, 101°2.483'E, 242m, Malaise trap, 12–19.v.2007, coll. Somchai Chachumnan & Saink Singtong. Paratype: 1♂ [INHS], THAILAND: Phetchabun, Thung Salaeng Luang NP, Gang Wang nam yen 3, 16°34.36'N, 100°52.83‘E, 725m, Malaise trap, 30.vii–6.viii. 2007, coll. Pongpitak & Sathit.
Remarks: Distinguished from all the other species by the shortened and rectangular preatrial process. Etymology: The specific epithet is derived from the Latin word “ quadratus ”, referring to the shape of preatrial process in ventral view.
description: Published as part of Cao, Yanghui, Yang, Meixia, Lin, Shuanghu & Zhang, Yalin, 2018, Review of the leafhopper genus Anufrievia Dworakowska (Hemiptera: Cicadellidae: Typhlocybinae: Erythroneurini), pp. 203-232 in Zootaxa 4446 (2) on pages 220-221, DOI: 10.11646/zootaxa.4446.2.2, http://zenodo.org/record/1444098
COSMOS-Web: stellar mass assembly in relation to dark matter halos across $0.2<z<12$ of cosmic history (Appendices)
Creators: name: Shuntov, Marko
Publisher: name: Zenodo
Year: 2025

description: Appendices of the Shuntov et al. 2025 paper titled COSMOS-Web: stellar mass assembly in relation to dark matter halos across $0.2<z<12$ of cosmic history.
Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT
Creators: name: Xia, Chunqiu Steven
name: Zhang, Lingming
Publisher: name: arXiv
Year: 2023
Subjects: subject: Software Engineering (cs.SE)
subject: Machine Learning (cs.LG)
subject: FOS: Computer and information sciences

description: Automated Program Repair (APR) aims to automatically generate patches for buggy programs. Recent APR work has been focused on leveraging modern Large Language Models (LLMs) to directly generate patches for APR. Such LLM-based APR tools work by first constructing an input prompt built using the original buggy code and then queries the LLM to generate patches. While the LLM-based APR tools are able to achieve state-of-the-art results, it still follows the classic Generate and Validate repair paradigm of first generating lots of patches and then validating each one afterwards. This not only leads to many repeated patches that are incorrect but also miss the crucial information in test failures as well as in plausible patches.
 To address these limitations, we propose ChatRepair, the first fully automated conversation-driven APR approach that interleaves patch generation with instant feedback to perform APR in a conversational style. ChatRepair first feeds the LLM with relevant test failure information to start with, and then learns from both failures and successes of earlier patching attempts of the same bug for more powerful APR. For earlier patches that failed to pass all tests, we combine the incorrect patches with their corresponding relevant test failure information to construct a new prompt for the LLM to generate the next patch. In this way, we can avoid making the same mistakes. For earlier patches that passed all the tests, we further ask the LLM to generate alternative variations of the original plausible patches. In this way, we can further build on and learn from earlier successes to generate more plausible patches to increase the chance of having correct patches. While our approach is general, we implement ChatRepair using state-of-the-art dialogue-based LLM -- ChatGPT. By calculating the cost of accessing ChatGPT, we can fix 162 out of 337 bugs for \$0.42 each!
Anufrievia sufflata Cao & Yang & Lin & Zhang 2018, sp. nov.
Creators: name: Cao, Yanghui
name: Yang, Meixia
name: Lin, Shuanghu
name: Zhang, Yalin
Publisher: name: Zenodo
Year: 2018
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Cicadellidae
Anufrievia
Anufrievia sufflata

description: 21. Anufrievia sufflata Yang & Zhang sp. nov.
(Figs 19, 25s)
External characteristics resemble that of A. falcata sp. nov.
Male genitalia: Pygofer with single macroseta at cephalo-ventral angle of lobe (Fig. 19a), apex of dorsal appendage bifurcated, upper tooth directed inwards and lower one directed ventro-caudad (Figs 19b, c). Style with apex foot-like (Figs 19e, f). Aedeagal shaft slim and long, pair of apical processes long, apex of which slightly expanded; preatrial process sinuated in lateral view, apex reaching gonopore; gonopore near middle (Figs 19h, i).
Measurement: Male 3.35mm.
Material examined: Holotype: ♂ [NWAFU], CHINA: Yunnan Prov., Lijiang City, 1800m, 13.xi.1999, coll. I. Dworakowska.
Remarks: This new species is similar to A. falcata sp. nov. but can be distinguished by the aedeagal shaft straight in lateral view, and processes extended from tip of shaft.
Etymology: The specific epithet is derived from the Latin word “ sufflatus ” referring to the apex of aedeagal shaft processes expanded in lateral view.
description: Published as part of Cao, Yanghui, Yang, Meixia, Lin, Shuanghu & Zhang, Yalin, 2018, Review of the leafhopper genus Anufrievia Dworakowska (Hemiptera: Cicadellidae: Typhlocybinae: Erythroneurini), pp. 203-232 in Zootaxa 4446 (2) on pages 225-226, DOI: 10.11646/zootaxa.4446.2.2, http://zenodo.org/record/1444098
Periodismo local en la "Declaración de Santiago + 30"
Creators: name: Suing, Abel
Publisher: name: Zenodo
Year: 2024
Subjects: periodismo
comunicación
local
comunidad
Santiago
libertad
prensa
2024

description: Publicación presentada en la sección de opinión del diario digital hora 32 https://hora32.com.ec/ que se edita en Loja (Ecuador)
Weakly-Supervised Anomaly Detection in the Milky Way
Creators: name: Pettee, Mariel
name: Thanvantri, Sowmya
name: Nachman, Benjamin
name: Shih, David
name: Buckley, Matthew R.
name: Collins, Jack H.
Publisher: name: arXiv
Year: 2023
Subjects: subject: Astrophysics of Galaxies (astro-ph.GA)
subject: Machine Learning (cs.LG)
subject: High Energy Physics - Phenomenology (hep-ph)
subject: Data Analysis, Statistics and Probability (physics.data-an)
subject: FOS: Physical sciences
subject: FOS: Computer and information sciences

description: Large-scale astrophysics datasets present an opportunity for new machine learning techniques to identify regions of interest that might otherwise be overlooked by traditional searches. To this end, we use Classification Without Labels (CWoLa), a weakly-supervised anomaly detection method, to identify cold stellar streams within the more than one billion Milky Way stars observed by the Gaia satellite. CWoLa operates without the use of labeled streams or knowledge of astrophysical principles. Instead, we train a classifier to distinguish between mixed samples for which the proportions of signal and background samples are unknown. This computationally lightweight strategy is able to detect both simulated streams and the known stream GD-1 in data. Originally designed for high-energy collider physics, this technique may have broad applicability within astrophysics as well as other domains interested in identifying localized anomalies.
Mantoscyphidia fischeri
Creators: name: Mayén-Estrada, Rosaura
name: Dávila, Sthefane
name: Dias, Roberto Junio Pedroso
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Scyphidiidae
Mantoscyphidia
Mantoscyphidia fischeri

description: Mantoscyphidia fischeri (Vayssiére, 1885)
Hosts and countries: Rangia cuneata, Mexico *. Rangia flexuosa [cited as Rangia (Rangianella) flexuosa], Mexico *.
References: Madrazo-Garibay & López-Ochoterena (1988b); Botes (1999); López-Ochoterena (1999).
(*Cited as Scyphidia fischeri).
description: Published as part of Mayén-Estrada, Rosaura, Dávila, Sthefane & Dias, Roberto Junio Pedroso, 2024, Ciliate symbionts of bivalves with notes on their worldwide geographic distribution, pp. 451-481 in Zootaxa 5448 (4) on page 469, DOI: 10.11646/zootaxa.5448.4.1, http://zenodo.org/record/11232169
Space of orders with finite Cantor-Bendixson rank
Creators: name: Kazmi, Waseet
Publisher: name: arXiv
Year: 2023
Subjects: subject: Group Theory (math.GR)
subject: FOS: Mathematics
subject: 06F15, 20F60

description: The goal of this paper is to show the following result: For every integer $n\geq 2$ there is a countable orderable group such that its space of orders is countable and has Cantor-Bendixson rank $n$. We show this by explicitly constructing a family of orderable groups with the desired properties.
description: 13 pages. Improved exposition in sections 4 and 5
Learning Likelihood Ratios with Neural Network Classifiers
Creators: name: Rizvi, Shahzar
name: Pettee, Mariel
name: Nachman, Benjamin
Publisher: name: arXiv
Year: 2023
Subjects: subject: High Energy Physics - Phenomenology (hep-ph)
subject: Data Analysis, Statistics and Probability (physics.data-an)
subject: Applications (stat.AP)
subject: Machine Learning (stat.ML)
subject: FOS: Physical sciences
subject: FOS: Computer and information sciences

description: The likelihood ratio is a crucial quantity for statistical inference in science that enables hypothesis testing, construction of confidence intervals, reweighting of distributions, and more. Many modern scientific applications, however, make use of data- or simulation-driven models for which computing the likelihood ratio can be very difficult or even impossible. By applying the so-called ``likelihood ratio trick,'' approximations of the likelihood ratio may be computed using clever parametrizations of neural network-based classifiers. A number of different neural network setups can be defined to satisfy this procedure, each with varying performance in approximating the likelihood ratio when using finite training data. We present a series of empirical studies detailing the performance of several common loss functionals and parametrizations of the classifier output in approximating the likelihood ratio of two univariate and multivariate Gaussian distributions as well as simulated high-energy particle physics datasets.
Magnetic catalysis in weakly interacting hyperbolic Dirac materials
Creators: name: Roy, Bitan
Publisher: name: arXiv
Year: 2023
Subjects: subject: Strongly Correlated Electrons (cond-mat.str-el)
subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: High Energy Physics - Theory (hep-th)
subject: Quantum Physics (quant-ph)
subject: FOS: Physical sciences

description: Due to the linearly vanishing density of states, emergent massless Dirac quasiparticles resulting from the free fermion motion in a family of two-dimensional half-filled bipartite hyperbolic lattices feature dynamic mass generation through quantum phase transitions only for sufficiently strong finite-range Coulomb repulsion. As such, strong nearest-neighbor Coulomb repulsion ($V$) favors the nucleation of a charge-density-wave (CDW) order with a staggered pattern of average fermionic density between two sublattices of bipartite hyperbolic lattices. Considering a collection of spinless fermions (for simplicity), here we show that application of strong external magnetic fields by virtue of producing a \emph{finite} density of states near the zero energy triggers the condensation of the CDW order even for \emph{infinitesimal} $V$. The proposed curved space magnetic catalysis mechanism is operative for uniform and inhomogeneous (bell-shaped) magnetic fields. We present scaling of the CDW order with the total flux enclosed by hyperbolic Dirac materials for a wide range of (especially subcritical) $V$.
description: Published version in PRB: 10 Pages, 7 Figures (change in authorship)
Mantoscyphidia limacina
Creators: name: Mayén-Estrada, Rosaura
name: Dávila, Sthefane
name: Dias, Roberto Junio Pedroso
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Scyphidiidae
Mantoscyphidia
Mantoscyphidia limacina

description: Mantoscyphidia limacina (Müller, 1773)
Hosts and countries: Polymesoda caroliniana, Mexico *. Rangia cuneata, Mexico *. Rangia flexuosa [cited as Rangia (Rangianella) flexuosa], Mexico *.
References: Madrazo-Garibay & López-Ochoterena (1988b); López-Ochoterena (1999).
(*Cited as Scyphidia limacina).
description: Published as part of Mayén-Estrada, Rosaura, Dávila, Sthefane & Dias, Roberto Junio Pedroso, 2024, Ciliate symbionts of bivalves with notes on their worldwide geographic distribution, pp. 451-481 in Zootaxa 5448 (4) on page 469, DOI: 10.11646/zootaxa.5448.4.1, http://zenodo.org/record/11232169
Anufrievia subapicifixa Cao & Yang & Lin & Zhang 2018, sp. nov.
Creators: name: Cao, Yanghui
name: Yang, Meixia
name: Lin, Shuanghu
name: Zhang, Yalin
Publisher: name: Zenodo
Year: 2018
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Cicadellidae
Anufrievia
Anufrievia subapicifixa

description: 19. Anufrievia subapicifixa Yang & Zhang sp. nov.
(Figs 17, 25q)
Body orange. Eyes and basal triangles of mesonotum blackish. Fore wing brown.
Male genitalia: Pygofer with single macroseta at cephalo-ventral angle of lobe and 1 macroseta at junction area with anal tube (Fig. 17b); apex of dorsal appendage bifurcated, with the upper tooth longer than the lower one (Figs 17c, d). Apex of style foot-like (Fig. 17g). Subapical processes of aedeagal shaft long; preatrial process slim and long, nearly reaching gonopore; gonopore near middle (Figs 17i, j).
Measurement: Male 3.15–3.40mm, female 3.20mm.
Material examined: Holotype: ♂ [NWAFU], CHINA: Sichuan Prov., Moxi County, 1600m, 4.xi.1999, coll. I. Dworakowska. Paratypes: 2♂♂ 2♀♀ [NWAFU], CHINA: Sichuan Prov., Wolong, 26.x.1999, coll. I. Dworakowska.
Remarks: This new species is similar to A. wolongensis sp. nov. but can be distinguished by the aedeagal shaft with a pair of subapical processes which are shorter, and the preatrial process being shorter.
Etymology: The specific epithet is derived from the Latin prefix “ sub- ” and Latin words “ apiculus ” and “ fixus ”, referring to the aedeagal shaft having subapical processes.
description: Published as part of Cao, Yanghui, Yang, Meixia, Lin, Shuanghu & Zhang, Yalin, 2018, Review of the leafhopper genus Anufrievia Dworakowska (Hemiptera: Cicadellidae: Typhlocybinae: Erythroneurini), pp. 203-232 in Zootaxa 4446 (2) on pages 223-224, DOI: 10.11646/zootaxa.4446.2.2, http://zenodo.org/record/1444098
Anufrievia triangulata Cao & Yang & Lin & Zhang 2018, sp. nov.
Creators: name: Cao, Yanghui
name: Yang, Meixia
name: Lin, Shuanghu
name: Zhang, Yalin
Publisher: name: Zenodo
Year: 2018
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Cicadellidae
Anufrievia
Anufrievia triangulata

description: 23. Anufrievia triangulata Cao & Zhang sp. nov.
(Figs 21, 25u)
Ground color testaceous, eyes grey, basal triangles of mesonotum black.
Abdominal apodemes broad, extended to middle part of 4th sternite (Fig. 21a).
Male genitalia: Pygofer side without macrosetae at cephalo-ventral angle (Fig. 21b); dorsal appendage knifelike, curved ventrad apically, with a small protrusion medially on ventral margin (Fig. 21c). Style triangular apically, apical part curved dorsad (Fig. 21f). Aedeagal shaft slightly curved dorsad, pair of apical processes long, slightly expanded subapically; preatrial process short, not reaching gonopore, apical margin slightly concave in ventral view; gonopore central (Figs. 21h, i).
Measurement: Male 2.90mm.
Material examined: Holotype: ♂ [QSBG], THAILAND: Kanchanaburi, Khuean Srinagarindra NP, Huai Mae Kamint / Tourist center, 14°38.123'N, 98°59.657'E, Malaise trap, 9–16.x.2008, coll. Somboon & Daorueng.
Remarks: Distinguished from all the other species by triangular apical part of style, shortened aedeagal shaft and preatrial process.
Etymology: The specific epithet is derived from the Latin word “ triangulus ”, referring to the shape of style apex.
description: Published as part of Cao, Yanghui, Yang, Meixia, Lin, Shuanghu & Zhang, Yalin, 2018, Review of the leafhopper genus Anufrievia Dworakowska (Hemiptera: Cicadellidae: Typhlocybinae: Erythroneurini), pp. 203-232 in Zootaxa 4446 (2) on pages 227-228, DOI: 10.11646/zootaxa.4446.2.2, http://zenodo.org/record/1444098
Odontosyllis Claparede 1863
Creators: name: Paresque, Karla
name: Fukuda, Marcelo Veronesi
name: Martín, Guillermo San
name: Nogueira, João Miguel De Matos
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Annelida
Polychaeta
Phyllodocida
Syllidae
Odontosyllis

description: Genus Odontosyllis Claparède, 1863
Type species: S yllis fulgurans Audouin & Milne Edwards, 1833, designated by Hartman (1959).
Diagnosis. Medium to large sized body. Prostomium with two pairs of eyes, occasionally also with one pair of anterior eyespots, and three antennae; palps free or fused only at bases. Nuchal organs as one pair of ciliated rows extending along posterior border of prostomium. Peristomium with two pairs of cirri and, usually, rounded occipital flap, covering at least posterior part of prostomium. Antennae, peristomial and dorsal cirri throughout smooth to irregularly wrinkled, usually distally tapering. Compound chaetae as uni- or bidentate falcigers. Pharynx usually short, central tooth absent, trepan with teeth directed backwards and, frequently, two lateral plates. Reproduction by epigamy; epigamous frequently bioluminescent.
Remarks. Odontosyllis brevichaetosa sp. nov. is the fifth known species of the genus occurring off the Brazilian coast, the others being O. guillermoi Fukuda & Nogueira, 2006, O. cf. fulgurans (Audouin & Milne Edwards, 1833) and O. guarauensis Fukuda, Nogueira, Paresque & San Martín 2013, all described from São Paulo, and O. aracaensis Fukuda, Nogueira, Paresque & San Martín 2013, described from São Paulo (southeastern Brazilian coast), but also occurring in Paraíba and Pernambuco (northeastern coast) (Fukuda & Nogueira 2006; Fukuda et al. 2013).
description: Published as part of Paresque, Karla, Fukuda, Marcelo Veronesi, Martín, Guillermo San & Nogueira, João Miguel De Matos, 2015, Amblyosyllis, Eusyllis, Odontosyllis, Perkinsyllis and Streptodonta (Annelida: Syllidae) from Brazil, with descriptions of two new species and new records for the country, pp. 301-334 in Zootaxa 4000 (3) on page 313, DOI: 10.11646/zootaxa.4000.3.1, http://zenodo.org/record/254376
Generalized Pseudospectral Shattering and Inverse-Free Matrix Pencil Diagonalization
Creators: name: Demmel, James
name: Dumitriu, Ioana
name: Schneider, Ryan
Publisher: name: arXiv
Year: 2023
Subjects: subject: Numerical Analysis (math.NA)
subject: FOS: Mathematics
subject: 15A22, 65F15

description: We present a randomized, inverse-free algorithm for producing an approximate diagonalization of any $n \times n$ matrix pencil $(A,B)$. The bulk of the algorithm rests on a randomized divide-and-conquer eigensolver for the generalized eigenvalue problem originally proposed by Ballard, Demmel, and Dumitriu [Technical Report 2010]. We demonstrate that this divide-and-conquer approach can be formulated to succeed with high probability provided the input pencil is sufficiently well-behaved, which is accomplished by generalizing the recent pseudospectral shattering work of Banks, Garza-Vargas, Kulkarni, and Srivastava [Foundations of Computational Mathematics 2022]. In particular, we show that perturbing and scaling $(A,B)$ regularizes its pseudospectra, allowing divide-and-conquer to run over a simple random grid and in turn producing an accurate diagonalization of $(A,B)$ in the backward error sense. The main result of the paper states the existence of a randomized algorithm that with high probability (and in exact arithmetic) produces invertible $S,T$ and diagonal $D$ such that $||A - SDT^{-1}||_2 \leq \varepsilon$ and $||B - ST^{-1}||_2 \leq \varepsilon$ in at most $O \left(\log^2 \left( \frac{n}{\varepsilon} \right) T_{\text{MM}}(n) \right)$ operations, where $T_{\text{MM}}(n)$ is the asymptotic complexity of matrix multiplication. This not only provides a new set of guarantees for highly parallel generalized eigenvalue solvers but also establishes nearly matrix multiplication time as an upper bound on the complexity of inverse-free, exact arithmetic matrix pencil diagonalization.
description: To appear in Foundations of Computational Math. Version five contains minor edits over version four. Paper contents: 59 pages, 9 figures, 2 tables
Mantoscyphidia lusitana
Creators: name: Mayén-Estrada, Rosaura
name: Dávila, Sthefane
name: Dias, Roberto Junio Pedroso
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Scyphidiidae
Mantoscyphidia
Mantoscyphidia lusitana

description: Mantoscyphidia lusitana (Cuénot, 1891)
Hosts and countries: Polymesoda caroliniana, Mexico *. Rangia cuneata, Mexico *.
References: Madrazo-Garibay & López-Ochoterena (1988b); López-Ochoterena (1999).
(*Cited as Scyphidia patellae).
description: Published as part of Mayén-Estrada, Rosaura, Dávila, Sthefane & Dias, Roberto Junio Pedroso, 2024, Ciliate symbionts of bivalves with notes on their worldwide geographic distribution, pp. 451-481 in Zootaxa 5448 (4) on page 469, DOI: 10.11646/zootaxa.5448.4.1, http://zenodo.org/record/11232169
Anufrievia triprocessa Cao & Yang & Lin & Zhang 2018, sp. nov.
Creators: name: Cao, Yanghui
name: Yang, Meixia
name: Lin, Shuanghu
name: Zhang, Yalin
Publisher: name: Zenodo
Year: 2018
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Cicadellidae
Anufrievia
Anufrievia triprocessa

description: 24. Anufrievia triprocessa Yang & Zhang sp. nov.
(Figs 22, 25v)
Body yellowish. Head with two brown semilunar patches transferring from crown to face. Eyes blackish. Scutellum brown with basal triangles blackish-brown. Fore wing brown.
Male genitalia: Pygofer with about 4 macrosetae at cephalo-ventral angle of lobe (Fig. 22a); apex of dorsal appendage bifurcated, with the upper tooth longer than the lower one (Fig. 22b). Style with apical tooth obviously shorter than subapical tooth (Fig. 22c). Aedeagal shaft with apical processes thin and short, ventral margin with 3 different sized processes; preatrial process long, nearly reaching gonopore, base broad and tapering to apex; gonopore subapical (Figs 22e, f).
Measurement: Male 3.15mm.
Material examined: Holotype: ♂ [NWAFU], CHINA: Sichuan Prov., Huding County, Moxi Town, 5.xi.1999, light trap, coll. I. Dworakowska.
Remarks: This new species can be distinguished from other species in this genus by the 3 additional processes of aedeagal shaft on ventral margin.
Etymology: The specific epithet is derived from the Latin prefix “ tri- ” and Latin word “ processus ”, referring to the additional 3 processes of aedeagal shaft.
description: Published as part of Cao, Yanghui, Yang, Meixia, Lin, Shuanghu & Zhang, Yalin, 2018, Review of the leafhopper genus Anufrievia Dworakowska (Hemiptera: Cicadellidae: Typhlocybinae: Erythroneurini), pp. 203-232 in Zootaxa 4446 (2) on pages 228-230, DOI: 10.11646/zootaxa.4446.2.2, http://zenodo.org/record/1444098
Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization
Creators: name: Fel, Thomas
name: Boissin, Thibaut
name: Boutin, Victor
name: Picard, Agustin
name: Novello, Paul
name: Colin, Julien
name: Linsley, Drew
name: Rousseau, Tom
name: Cadène, Rémi
name: Goetschalckx, Lore
name: Gardes, Laurent
name: Serre, Thomas
Publisher: name: arXiv
Year: 2023
Subjects: subject: Computer Vision and Pattern Recognition (cs.CV)
subject: Artificial Intelligence (cs.AI)
subject: FOS: Computer and information sciences

description: Feature visualization has gained substantial popularity, particularly after the influential work by Olah et al. in 2017, which established it as a crucial tool for explainability. However, its widespread adoption has been limited due to a reliance on tricks to generate interpretable images, and corresponding challenges in scaling it to deeper neural networks. Here, we describe MACO, a simple approach to address these shortcomings. The main idea is to generate images by optimizing the phase spectrum while keeping the magnitude constant to ensure that generated explanations lie in the space of natural images. Our approach yields significantly better results (both qualitatively and quantitatively) and unlocks efficient and interpretable feature visualizations for large state-of-the-art neural networks. We also show that our approach exhibits an attribution mechanism allowing us to augment feature visualizations with spatial importance. We validate our method on a novel benchmark for comparing feature visualization methods, and release its visualizations for all classes of the ImageNet dataset on https://serre-lab.github.io/Lens/.
 Overall, our approach unlocks, for the first time, feature visualizations for large, state-of-the-art deep neural networks without resorting to any parametric prior image model.
Anaulacomera Stal 1873
Creators: name: Fianco, Marcos
name: Cadena-Castañeda, Oscar J.
name: Szinwelski, Neucir
name: Faria, Luiz R. R.
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Orthoptera
Phaneropteridae
Anaulacomera

description: Anaulacomera Stål, 1873
Type species: Phaneroptera submaculata Stål, 1861 by subsequent designation.
Type information: Holotype female, deposited at Entomological Collections at Swedish Museum of Natural History, Stockholm (NHRS).
description: Published as part of Fianco, Marcos, Cadena-Castañeda, Oscar J., Szinwelski, Neucir & Faria, Luiz R. R., 2019, A new Anaulacomera species (Orthoptera: Tettigoniidae: Phaneropterinae) from the Iguaçu National Park, southern Brazil, pp. 365-376 in Zootaxa 4700 (3) on page 368, DOI: 10.11646/zootaxa.4700.3.5, http://zenodo.org/record/3548658
Anufrievia wolongensis Cao & Yang & Lin & Zhang 2018, sp. nov.
Creators: name: Cao, Yanghui
name: Yang, Meixia
name: Lin, Shuanghu
name: Zhang, Yalin
Publisher: name: Zenodo
Year: 2018
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Cicadellidae
Anufrievia
Anufrievia wolongensis

description: 25. Anufrievia wolongensis Yang & Zhang sp. nov.
(Figs 23, 25w)
Body yellowish. Head with pair of brown semilunar patches transferring from crown to face. The posterior margin of crown with brown short streak medially. Coronal suture brown. Face yellowish. Eyes blackish. Scutellum and fore wing brown.
Male genitalia: Pygofer with about 2 macrosetae at cephalo-ventral angle of lobe (Fig. 23a); apex of dorsal appendage bifurcated, with the upper tooth slightly longer than the lower one (Fig. 23b). Style with apical tooth nearly beak-shaped, much shorter than the subapical tooth (Fig. 23d). Aedeagal shaft with pair of long apical processes; preatrial process long, but not reaching gonopore; gonopore nearly subapical (Figs 23e, f).
Measurement: Male 3.25mm.
Material examined: Holotype: ♂ [NWAFU], CHINA: Sichuan Prov., Wolong, 26.x.1999, coll. I. Dworakowska. Paratype: 1♀, same data as holotype.
Remarks: This new species is similar to A. bauhinicola Dworakowska & Viraktamath but can be distinguished by the upper tooth of the pygofer dorsal appendage longer than the lower one; apical processes of aedeagal shaft shorter and less curved; and preatrial process thinner in ventral view
Etymology: This new species is named after its type locality “Wolong”.
description: Published as part of Cao, Yanghui, Yang, Meixia, Lin, Shuanghu & Zhang, Yalin, 2018, Review of the leafhopper genus Anufrievia Dworakowska (Hemiptera: Cicadellidae: Typhlocybinae: Erythroneurini), pp. 203-232 in Zootaxa 4446 (2) on pages 230-231, DOI: 10.11646/zootaxa.4446.2.2, http://zenodo.org/record/1444098
Anufrievia symmetrica Cao & Yang & Lin & Zhang 2018, sp. nov.
Creators: name: Cao, Yanghui
name: Yang, Meixia
name: Lin, Shuanghu
name: Zhang, Yalin
Publisher: name: Zenodo
Year: 2018
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Cicadellidae
Anufrievia
Anufrievia symmetrica

description: 22. Anufrievia symmetrica Cao & Zhang sp. nov.
(Figs 20, 25t)
Natural coloration changed after removal from alcohol. Ground color infuscated, vertex with transverse stripe at hind margin dark, face testaceous, eyes grey, basal triangles of mesonotum black. Fore wing light brown.
Male genitalia: Pygofer side without macrosetae at cephalo-ventral angle (Fig. 20a); dorsal appendage triangular, sinuated (Fig. 20b). Style slender apically, without apical and subapical tooth (Fig. 20e). Aedeagal shaft long, paired apical processes symmetric, long, curved laterad; preatrial process extremely short, not reaching gonopore; gonopore subbasal (Figs 20g, h).
Measurement: Male 2.80mm.
Material examined: Holotype: ♂ [QSBG], THAILAND: Petchaburi, Kaeng Krachan NP Panernthung/km30, 12°49.598'N, 99°21.827'E, Malaise trap, 12–19. ix. 2008, coll. Sirichai & Chusak.
Remarks: Very similar to A. cervena Dworakowska, but style not pointed subapically on lateral margin, aedeagal shaft narrower, gonopore shifted basad, and preatrial process much shorter.
Etymology: The specific epithet is derived from the Greek word “ symmetros ”, referring to the symmetric apical aedeagal processes.
description: Published as part of Cao, Yanghui, Yang, Meixia, Lin, Shuanghu & Zhang, Yalin, 2018, Review of the leafhopper genus Anufrievia Dworakowska (Hemiptera: Cicadellidae: Typhlocybinae: Erythroneurini), pp. 203-232 in Zootaxa 4446 (2) on pages 226-227, DOI: 10.11646/zootaxa.4446.2.2, http://zenodo.org/record/1444098
Mantoscyphidia physarum
Creators: name: Mayén-Estrada, Rosaura
name: Dávila, Sthefane
name: Dias, Roberto Junio Pedroso
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Scyphidiidae
Mantoscyphidia
Mantoscyphidia physarum

description: Mantoscyphidia physarum (Lachmann, 1856)
Hosts and countries: Polymesoda caroliniana, Mexico *. Rangia flexuosa [cited as Rangia (Rangianella) flexuosa], Mexico *.
References: Madrazo-Garibay & López-Ochoterena (1988b); López-Ochoterena (1999).
(*Cited as Scyphidia physarum).
description: Published as part of Mayén-Estrada, Rosaura, Dávila, Sthefane & Dias, Roberto Junio Pedroso, 2024, Ciliate symbionts of bivalves with notes on their worldwide geographic distribution, pp. 451-481 in Zootaxa 5448 (4) on page 469, DOI: 10.11646/zootaxa.5448.4.1, http://zenodo.org/record/11232169
Mixing thermal coherent states for precision and range enhancement in quantum thermometry
Creators: name: Ullah, Asghar
name: Naseem, M. Tahir
name: Müstecaplıoğlu, Özgür E.
Publisher: name: arXiv
Year: 2023
Subjects: subject: Quantum Physics (quant-ph)
subject: FOS: Physical sciences

description: The unavoidable interaction between thermal environments and quantum systems typically leads to the degradation of quantum coherence, which can be fought against by reservoir engineering. We propose the realization of a special mixture of thermal coherent states by coupling a thermal bath with a two-level system that is longitudinally coupled to a resonator. We find that the state of the resonator is a special mixture of two oppositely displaced thermal coherent states, whereas the two-level system remains thermal. This observation is verified by evaluating the second-order correlation coefficient for the resonator state. Moreover, we reveal the potential benefits of employing the mixture of thermal coherent states of the resonator in quantum thermometry. In this context, the resonator functions as a probe to measure the unknown temperature of a bath mediated by a two-level system, strategically bridging the connection between the two. Our results show that the use of an ancillary-assisted probe may enhance the precision and broaden the applicable temperature range.
description: Accepted in Quantum Science and Technology
Odontosyllis aracaensis Fukuda, Nogueira, Paresque & San Martin 2013
Creators: name: Paresque, Karla
name: Fukuda, Marcelo Veronesi
name: Martín, Guillermo San
name: Nogueira, João Miguel De Matos
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Annelida
Polychaeta
Phyllodocida
Syllidae
Odontosyllis
Odontosyllis aracaensis

description: Odontosyllis aracaensis Fukuda, Nogueira, Paresque & San Martín 2013
Odontosyllis aracaensis Fukuda, Nogueira, Paresque & San Martín, 2013: 144 –150, figs 1A, 2–3. Odontosyllis sp. 1. Fukuda 2010: 56 –60, figs 14–15.
Material examined. Project ‘BioPol-NE’. State of Paraíba, Conde, Praia de Tambaba (7°21.352'S 34°47.890'W), intertidal: 2 specimens (MZUSP 2784), coll. 30 August 2011. Pitimbu, Farol de Pitimbu (7°28.362'S 34°47.663'W), 1 m: 2 specimens (MZUSP 2786), coll. 18 September 2012. State of Pernambuco, Goiana, Praia de Pontas de Pedra (7°36.927'S 34°48.296'W), intertidal: 1 specimen (MZUSP 2788), coll. 13 December 2012. Ilha de Itamaracá, recifes de Itamaracá (7°43.944'S 34°49.2'W), 1 m: 2 specimens (MZUSP 2785), coll. 15 December 2012; Ponta do Jaguaribe (7°4.243'S 34°49.291'W), intertidal: 4 specimens (MZUSP 2787), coll. 11 December 2012.
Diagnosis. Odontosyllis with a large dorsal transversal stripe on each chaetiger; one pair of round, large spots at midline of each chaetiger ventrally; blades of falcigers bidentate, with both teeth similar in length in anterior chaetigers and in mid- and porterior body dorsalmost chaetae, subdistal tooth smaller in mid- and posterior body ventralmost chaetae.
Type locality. Brazil, São Paulo, São Sebastião, Praia do Araçá (Atlantic Ocean).
Distribution. Atlantic Ocean: off northeastern to southeastern coast of Brazil (Paraíba to São Paulo).
description: Published as part of Paresque, Karla, Fukuda, Marcelo Veronesi, Martín, Guillermo San & Nogueira, João Miguel De Matos, 2015, Amblyosyllis, Eusyllis, Odontosyllis, Perkinsyllis and Streptodonta (Annelida: Syllidae) from Brazil, with descriptions of two new species and new records for the country, pp. 301-334 in Zootaxa 4000 (3) on pages 320-321, DOI: 10.11646/zootaxa.4000.3.1, http://zenodo.org/record/254376
A COMPREHENSIVE MORPHOLOGICAL STUDY OF GENETIC DIVERSITY IN WEST JAVA "MULI" BANANAS
Creators: name: Michael, Johnson
name: Emily, Davis
name: Daniel, Smith
Publisher: name: kEITH jOURNAL
Year: 2025
Subjects: West Java, banana genotype, genetic diversity, banana muli, resistant starch, functional food

description: West Java, Indonesia, stands out as a hub of banana diversity, serving as the national center for banana cultivation and seed production. This province boasts an extensive array of banana genotypes, including banana muli, king, kepok, horn, and more, with over half of the region dedicated to banana production. Despite this rich diversity, many banana genotypes remain poorly characterized, leaving a vast potential genetic resource untapped. Among these diverse banana varieties, banana muli stands out for its myriad benefits. Notably, it serves as an excellent energy source due to its high-calorie content, rapidly absorbed by the body. Additionally, banana muli varieties are rich in essential minerals, vitamins, iron, and folic acid. Furthermore, they possess significant levels of resistant starch, classified as prebiotics, which remain undigested and promote the growth of beneficial gut bacteria. This study aims to shed light on the genetic diversity of banana muli in West Java, providing valuable insights into its potential applications and benefits. By characterizing this banana genotype, we contribute to the broader understanding of this vital crop's genetic resources and its potential for various uses, including as functional food
Polylopha Lower 1901
Creators: name: Heppner, John B.
name: Bae, Yang-Seop
Publisher: name: Zenodo
Year: 2022
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Lepidoptera
Tortricidae
Polylopha

description: Genus Polylopha Lower, 1901
Polylopha Lower, 1901, Trans. Roy. Soc. S. Australia, 25: 71. Type-species: Polylopha epidesma Lower, 1901.
The mainly Oriental genus Polylopha includes nine species, including the present new species and one new combination proposed herein. Diagnostic characters for the genus involve a large and strongly sclerotized signum (variously shaped) in the female genitalia, which differs from the signum of long bundled spines in the related genus Lopharcha (Diaknoff 1974).
description: Published as part of Heppner, John B. & Bae, Yang-Seop, 2022, A new Polylopha species attacking cinnamon trees in Vietnam (Lepidoptera: Tortricidae: Chlidanotinae: Polyorthini), pp. 280-286 in Zootaxa 5100 (2) on page 281, DOI: 10.11646/zootaxa.5100.2.7, http://zenodo.org/record/6145801
Weak l-sequential supercyclicity and weak quasistability
Creators: name: Kubrusly, C. S.
name: Duggal, B. P.
Publisher: name: arXiv
Year: 2023
Subjects: subject: Functional Analysis (math.FA)
subject: FOS: Mathematics
subject: Primary 47A16, Secondary 47A45

description: It is known that supercyclicity implies strong stability. It is not known whether weak l-sequential supercyclicity implies weak stability. In this paper we prove that weak l-sequential supercyclicity implies weak quasistability. Corollaries concerning the characterisation of (i) weakly l-sequentially supercyclic vectors that are not (strongly) supercyclic, and (ii) weakly l-sequentially supercyclic isometries, are also proved.
Dataset supporting the article: Impact of methane and other precursor emission reductions on surface ozone in Europe: Scenario analysis using the EMEP MSC-W model
Creators: name: Willem Elias van Caspel
name: Klimont, Zbigniew
name: Heyes, Chris
name: Fagerli, Hilde
Publisher: name: Zenodo
Year: 2024

description: This repository contains the input and output files of the EMEP model related to the article "Impact of methane and other precursor emission reductions on surface ozone in Europe: Scenario analysis using the EMEP MSC-W model" submitted to ACP.

The folder Python_scripts includes the .py files used to generate the MAGICC7 model input files and simulation results, as well as the files used to create the figures in both the manuscript and supplementary information. For users, the paths in these scripts will have to be adjusted to point to the data files included in the EMEP_output folder. The latter folder contains the 5-year average scenario simulations as discussed in the main body of the text, as well as the ozone sensitivity to methane concentrations discussed in Section 5. 

The EMEP_input folder contains the IIASA scenario emission files for the baseline, 2050 CLE, 2050 MFR, and 2050 LOW scenarios, including separate international shipping files. The regional 0.1 by 0.1 degree emission files are a combination of IIASA files for EECCA countries and EMEP reported emissions scaled by the included 'femis' files. The EMEP model code and reported emissions are available from the open-source release, available here: https://zenodo.org/record/8431553. The EMEP_input folder also contains an updated version of the Setup_1d_mod .f90 module, which specifies the latitudinal CH4 gradient discussed in the manuscript.
Predictable gate-field control of spin in altermagnets with spin-layer coupling
Creators: name: Zhang, Run-Wu
name: Cui, Chaoxi
name: Li, Runze
name: Duan, Jingyi
name: Li, Lei
name: Yu, Zhi-Ming
name: Yao, Yugui
Publisher: name: arXiv
Year: 2023
Subjects: subject: Applied Physics (physics.app-ph)
subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: Materials Science (cond-mat.mtrl-sci)
subject: FOS: Physical sciences

description: Spintronics, a technology harnessing electron spin for information transmission, offers a promising avenue to surpass the limitations of conventional electronic devices. While the spin directly interacts with the magnetic field, its control through the electric field is generally more practical, and has become a focal point in the field of spintronics. Current methodologies for generating spin polarization via an electric field generally necessitate spin-orbit coupling. Here, we propose an innovative mechanism that accomplishes this task without dependence on spin-orbit coupling. Our method employs two-dimensional altermagnets with valley-mediated spin-layer coupling (SLC), in which electronic states display symmetry-protected and valley-contrasted spin and layer polarization. The SLC facilitates predictable, continuous, and reversible control of spin polarization using a gate electric field. Through symmetry analysis and ab initio calculations, we pinpoint high-quality material candidates that exhibit SLC. We ascertain that applying a gate field of $0.2$ eV/Å~ to monolayer Ca(CoN)$_2$ can induce significant spin splitting up to 123 meV. As a result, perfect and switchable spin/valley-currents, and substantial tunneling magnetoresistance can be achieved in these materials using only a gate field. These findings provide new opportunities for generating predictable spin polarization and designing novel spintronic devices based on coupled spin, valley and layer physics.
Odontosyllis guillermoi Fukuda & Nogueira 2006
Creators: name: Paresque, Karla
name: Fukuda, Marcelo Veronesi
name: Martín, Guillermo San
name: Nogueira, João Miguel De Matos
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Annelida
Polychaeta
Phyllodocida
Syllidae
Odontosyllis
Odontosyllis guillermoi

description: Odontosyllis guillermoi Fukuda & Nogueira, 2006
Odontosyllis guillermoi Fukuda & Nogueira, 2006: 225 –229, figs 1–2. Fukuda 2010: 52 –56, figs 14–15. Fukuda et al. 2013: 150, fig. 1D.
Material examined. Project ‘BioPol-NE’. State of Paraíba, Baía da Traição, Praia do Farol (6°41.331'S 34°55.803'W), intertidal: 9 specimens (MZUSP 1232), coll. 0 9 August 2010. Rio Tinto, Barra de Mamanguape (6°46.140'S 34°55.025'W), intertidal: 67 specimens (MZUSP 1234), coll. 11 August 2010. Conde, Praia de Tabatinga (7°19.297'S 34°47.862'W), intertidal: 4 specimens (MZUSP 1236), coll. 0 1 September 2011; 1 specimen (MZUSP 2794), coll. 17 September 2012; Praia do Coqueirinho (7°19.960'S 34°47.688'W), intertidal: 2 specimens (MZUSP 2595), coll. 28 August 2011. Pitimbu, Farol de Pitimbu (7°28.362'S 34°47.663'W), 1 m: 1 specimen (MZUSP 2801), coll. 18 September 2012. State of Pernambuco, Goiana, Praia de Pontas de Pedra, intertidal: 2 specimens (MZUSP 2798), coll. 13 December 2012. Ilha de Itamaracá: Ponta do Jaguaribe (7°4.243'S 34°49.291'W), intertidal: 3 specimens (MZUSP 2797), coll. 11 December 2012; recifes de Itamaracá (7°4.243'S 34°49.291'W), 1 m: 2 specimens (MZUSP 2799), coll. 15 December 2012. Project ‘ Poly-Phytal’. State of Espírito Santo, Vitória, Ilha do Boi. Praia da Direita (20°18'S 40°17'W), rocky shore, intertidal: on Hypnea musciformis: 1 specimen (MZUSP 2802), coll. 26 May 2005; on Colpomenia sinuosa: 1 specimen (MZUSP 2803), coll. 0 1 November 2005.
Diagnosis. Odontosyllis with two black transverse bands per segment dorsally; short bidentate blades, with distal tooth larger than subdistal one.
Type locality. Brazil, São Paulo, Guarujá, Praia Branca (Atlantic Ocean).
Distribution. Atlantic Ocean: off northeastern to southeastern coast of Brazil (Paraíba to São Paulo).
description: Published as part of Paresque, Karla, Fukuda, Marcelo Veronesi, Martín, Guillermo San & Nogueira, João Miguel De Matos, 2015, Amblyosyllis, Eusyllis, Odontosyllis, Perkinsyllis and Streptodonta (Annelida: Syllidae) from Brazil, with descriptions of two new species and new records for the country, pp. 301-334 in Zootaxa 4000 (3) on page 320, DOI: 10.11646/zootaxa.4000.3.1, http://zenodo.org/record/254376
On quantum Cayley graphs
Creators: name: Wasilewski, Mateusz
Publisher: name: arXiv
Year: 2023
Subjects: subject: Operator Algebras (math.OA)
subject: Quantum Algebra (math.QA)
subject: FOS: Mathematics

description: We clarify the correspondence between the two approaches to quantum graphs: via quantum adjacency matrices and via quantum relations. We show how the choice of a (possibly non-tracial) weight manifests itself on the quantum relation side and suggest an extension of the theory of quantum graphs to the infinite dimensional case. Then we use this framework to introduce quantum graphs associated to discrete quantum groups, leading to a new definition of a quantum Cayley graph.
description: 32 pages, this is the author accepted manuscript
Mantoscyphidia sphaeriidarum Boshko 1993
Creators: name: Mayén-Estrada, Rosaura
name: Dávila, Sthefane
name: Dias, Roberto Junio Pedroso
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Scyphidiidae
Mantoscyphidia
Mantoscyphidia sphaeriidarum

description: Mantoscyphidia sphaeriidarum Boshko, 1993
Hosts and countries: Sphaerium rivicola (also cited as Shadinicyclas rivicola), Ukraine.
References: Boshko (1993); Schödel (2018).
description: Published as part of Mayén-Estrada, Rosaura, Dávila, Sthefane & Dias, Roberto Junio Pedroso, 2024, Ciliate symbionts of bivalves with notes on their worldwide geographic distribution, pp. 451-481 in Zootaxa 5448 (4) on page 470, DOI: 10.11646/zootaxa.5448.4.1, http://zenodo.org/record/11232169
Number Theoretic Accelerated Learning of Physics-Informed Neural Networks
Creators: name: Matsubara, Takashi
name: Yaguchi, Takaharu
Publisher: name: arXiv
Year: 2023
Subjects: subject: Machine Learning (cs.LG)
subject: Numerical Analysis (math.NA)
subject: FOS: Computer and information sciences
subject: FOS: Mathematics

description: Physics-informed neural networks solve partial differential equations by training neural networks. Since this method approximates infinite-dimensional PDE solutions with finite collocation points, minimizing discretization errors by selecting suitable points is essential for accelerating the learning process. Inspired by number theoretic methods for numerical analysis, we introduce good lattice training and periodization tricks, which ensure the conditions required by the theory. Our experiments demonstrate that GLT requires 2-7 times fewer collocation points, resulting in lower computational cost, while achieving competitive performance compared to typical sampling methods.