cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Linear-$T$ resistivity from low to high temperature: axion-dilaton theories
Creators: name: Ahn, Yongjun
name: Jeong, Hyun-Sik
name: Ahn, Dujin
name: Kim, Keun-Young
Publisher: name: arXiv
Year: 2019
Subjects: subject: High Energy Physics - Theory (hep-th)
subject: Strongly Correlated Electrons (cond-mat.str-el)
subject: FOS: Physical sciences

description: The linear-$T$ resistivity is one of the hallmarks of various strange metals regardless of their microscopic details. Towards understanding this universal property, the holographic method or gauge/gravity duality has made much progress. Most holographic models have focused on the low temperature limit, where the linear-$T$ resistivity has been explained by the infrared geometry. We extend this analysis to high temperature and identify the conditions for a robust linear-$T$ resistivity up to high temperature. This extension is important because, in experiment, the linear-$T$ resistivity is observed in a large range of temperatures, up to room temperature. In the axion-dilaton theories we find that, to have a robust linear-$T$ resistivity, the strong momentum relaxation is a necessary condition, which agrees with the previous result for the Guber-Rocha model. However, it is not sufficient in the sense that, among large range of parameters giving a linear-$T$ resistivity in low temperature limit, only very limited parameters can support the linear-$T$ resistivity up to high temperature even in strong momentum relaxation. We also show that the incoherent term in the general holographic conductivity formula or the coupling between the dilaton and Maxwell term is responsible for a robust linear-$T$ resistivity up to high temperature.
description: 29 pages, 13 figures, minor correction, JHEP published version
Eumyzus pruni Chakrabarti & Bhattacharya 1985
Creators: name: Hassan, Muhammad Asghar
name: Asif, Muhammad
name: Chakrabarti, Samiran
name: Amin, Muhammad
name: Abbas, Zohair
name: Maryam, Zershina
name: Iqbal, Zafar
name: Ali, Muhammad
name: Qasim, Muhammad
name: Bashir, Nawaz Haider
name: Ali, Muhammad Yasir
name: Xing, Jichun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Eumyzus
Eumyzus pruni

description: 146. Eumyzus pruni Chakrabarti & Bhattacharya, 1985
Host plant
Prunus cornuta (Rosaceae).
Distribution in Pakistan
PB: Rawalpindi (Murree) (Naumann-Etienne & Remaudière 1995).
description: Published as part of Hassan, Muhammad Asghar, Asif, Muhammad, Chakrabarti, Samiran, Amin, Muhammad, Abbas, Zohair, Maryam, Zershina, Iqbal, Zafar, Ali, Muhammad, Qasim, Muhammad, Bashir, Nawaz Haider, Ali, Muhammad Yasir & Xing, Jichun, 2024, A comprehensive checklist and host plants of Aphididae (Aphidomorpha: Hemiptera) from Pakistan, pp. 1-114 in European Journal of Taxonomy 945 on page 36, DOI: 10.5852/ejt.2024.945.2613, http://zenodo.org/record/13177348
Reflected Entropy and Entanglement Wedge Cross Section with the First Order Correction
Creators: name: Jeong, Hyun-Sik
name: Kim, Keun-Young
name: Nishida, Mitsuhiro
Publisher: name: arXiv
Year: 2019
Subjects: subject: High Energy Physics - Theory (hep-th)
subject: Quantum Physics (quant-ph)
subject: FOS: Physical sciences

description: We study the holographic duality between the reflected entropy and the entanglement wedge cross section with the first order correction. In the field theory side, we consider the reflected entropy for $ρ_{AB}^m$, where $ρ_{AB}$ is the reduced density matrix for two intervals in the ground state. The reflected entropy in the 2d holographic conformal field theories is computed perturbatively up to the first order in $m-1$ by using the semiclassical conformal block. In the gravity side, we compute the entanglement wedge cross section in the backreacted geometry by cosmic branes with tension $T_m$ which are anchored at the AdS boundary. Comparing both results we find a perfect agreement, showing the duality works with the first order correction in $m-1$.
description: 20 pages, 6 figures. v2: references added, v3: minor improvements for published version
Mitella diphylla Linnaeus 1753
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Saxifragales
Saxifragaceae
Mitella
Mitella diphylla

description: Mitella diphylla Linnaeus, Species Plantarum 1: 406. 1753.
"Habitat in America septentrionali." RCN: 3179.
 Lectotype (Reveal in Jarvis & al., Regnum Veg. 127: 67. 1993): Herb. Clifford: 167, Mitella 1 (BM-000628480).
 Generitype of Mitella Linnaeus (vide Hitchcock, Prop. Brit. Bot.: 154. 1929).
 Current name:  Mitella diphylla  L. (Saxifragaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part M), pp. 651-689 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 679, DOI: 10.5281/zenodo.291971
Pole-skipping of scalar and vector fields in hyperbolic space: conformal blocks and holography
Creators: name: Ahn, Yongjun
name: Jahnke, Viktor
name: Jeong, Hyun-Sik
name: Kim, Keun-Young
name: Lee, Kyung-Sun
name: Nishida, Mitsuhiro
Publisher: name: arXiv
Year: 2020
Subjects: subject: High Energy Physics - Theory (hep-th)
subject: General Relativity and Quantum Cosmology (gr-qc)
subject: FOS: Physical sciences

description: Motivated by the recent connection between pole-skipping phenomena of two point functions and four point out-of-time-order correlators (OTOCs), we study the pole structure of thermal two-point functions in $d$-dimensional conformal field theories (CFTs) in hyperbolic space. We derive the pole-skipping points of two-point functions of scalar and vector fields by three methods (one field theoretic and two holographic methods) and confirm that they agree. We show that the leading pole-skipping point of two point functions is related with the late time behavior of conformal blocks and shadow conformal blocks in four-point OTOCs.
description: 46pages, 2 figures; v2: references added; v3: published version, comments added
Stability of Boolean function classes with respect to clones of linear functions
Creators: name: Couceiro, Miguel
name: Lehtonen, Erkko
Publisher: name: arXiv
Year: 2021
Subjects: subject: Rings and Algebras (math.RA)
subject: FOS: Mathematics

description: We consider classes of Boolean functions stable under compositions both from the right and from the left with clones. Motivated by the question how many properties of Boolean functions can be defined by means of linear equations, we focus on stability under compositions with the clone of linear idempotent functions. It follows from a result by Sparks that there are countably many such linearly definable classes of Boolean functions. In this paper, we refine this result by completely describing these classes. This work is tightly related with the theory of function minors, stable classes, clonoids, and hereditary classes, topics that have been widely investigated in recent years by several authors including Maurice Pouzet and his coauthors.
description: 45 pages
Hayhurstia atriplicis
Creators: name: Hassan, Muhammad Asghar
name: Asif, Muhammad
name: Chakrabarti, Samiran
name: Amin, Muhammad
name: Abbas, Zohair
name: Maryam, Zershina
name: Iqbal, Zafar
name: Ali, Muhammad
name: Qasim, Muhammad
name: Bashir, Nawaz Haider
name: Ali, Muhammad Yasir
name: Xing, Jichun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Hayhurstia
Hayhurstia atriplicis

description: 147. Hayhurstia atriplicis (Linnaeus, 1761)
Host plants
Chenopodium album, Halimione portulacoides (L.) Aellen (Chenopodiaceae).
Distribution in Pakistan
PB: Lahore [common in the country] (Naumann-Etienne & Remaudière 1995).
description: Published as part of Hassan, Muhammad Asghar, Asif, Muhammad, Chakrabarti, Samiran, Amin, Muhammad, Abbas, Zohair, Maryam, Zershina, Iqbal, Zafar, Ali, Muhammad, Qasim, Muhammad, Bashir, Nawaz Haider, Ali, Muhammad Yasir & Xing, Jichun, 2024, A comprehensive checklist and host plants of Aphididae (Aphidomorpha: Hemiptera) from Pakistan, pp. 1-114 in European Journal of Taxonomy 945 on page 36, DOI: 10.5852/ejt.2024.945.2613, http://zenodo.org/record/13177348
Shock wave in series connected Josephson transmission line: Theoretical foundations and effects of resistive elements
Creators: name: Kogan, Eugene
Publisher: name: arXiv
Year: 2021
Subjects: subject: Superconductivity (cond-mat.supr-con)
subject: Systems and Control (eess.SY)
subject: Pattern Formation and Solitons (nlin.PS)
subject: Applied Physics (physics.app-ph)
subject: Classical Physics (physics.class-ph)
subject: FOS: Physical sciences
subject: FOS: Electrical engineering, electronic engineering, information engineering

description: We analytically study shock wave in the Josephson transmission line (JTL) in the presence of ohmic dissipation. When ohmic resistors shunt the Josephson junctions (JJ) or are introduced in series with the ground capacitors the shock is broadened. When ohmic resistors are in series with the JJ, the shock remains sharp, same as it was in the absence of dissipation. In all the cases considered, ohmic resistors don't influence the shock propagation velocity. We study an alternative to the shock wave - an expansion fan - in the framework of the simple wave approximation for the dissipationless JTL and formulate the generalization of the approximation for the JTL with ohmic dissipation.
description: LaTeX, 14 pages, 13 eps figures. As accepted for publication in Journal of Applied Physics
Hyadaphis coriandri
Creators: name: Hassan, Muhammad Asghar
name: Asif, Muhammad
name: Chakrabarti, Samiran
name: Amin, Muhammad
name: Abbas, Zohair
name: Maryam, Zershina
name: Iqbal, Zafar
name: Ali, Muhammad
name: Qasim, Muhammad
name: Bashir, Nawaz Haider
name: Ali, Muhammad Yasir
name: Xing, Jichun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Hyadaphis
Hyadaphis coriandri

description: 148. Hyadaphis coriandri (Das, 1918)
Host plants
Coriandrum sativum (Apiaceae), Lonicera quinquelocularis (Caprifoliaceae), and unidentified plant of Moraceae.
Distribution in Pakistan
AK: Poonch (Rawalakot); PB: Bhakkar, Chakwal, Jhelum, Khushab, Mianwali, Muzaffargarh, Rawalpindi (Jheeka Gali, Murree) (Das 1918; Nasir & Yousuf 1992; Naumann-Etienne & Remaudière 1995; Blackman & Eastop 2006; Bodlah et al. 2011; Amin et al. 2017b, 2022; Naseem et al. 2019).
description: Published as part of Hassan, Muhammad Asghar, Asif, Muhammad, Chakrabarti, Samiran, Amin, Muhammad, Abbas, Zohair, Maryam, Zershina, Iqbal, Zafar, Ali, Muhammad, Qasim, Muhammad, Bashir, Nawaz Haider, Ali, Muhammad Yasir & Xing, Jichun, 2024, A comprehensive checklist and host plants of Aphididae (Aphidomorpha: Hemiptera) from Pakistan, pp. 1-114 in European Journal of Taxonomy 945 on page 36, DOI: 10.5852/ejt.2024.945.2613, http://zenodo.org/record/13177348
Bound of diffusion constants from pole-skipping points: spontaneous symmetry breaking and magnetic field
Creators: name: Jeong, Hyun-Sik
name: Kim, Keun-Young
name: Sun, Ya-Wen
Publisher: name: arXiv
Year: 2021
Subjects: subject: High Energy Physics - Theory (hep-th)
subject: FOS: Physical sciences

description: We investigate the properties of pole-skipping of the sound channel in which the translational symmetry is broken explicitly or spontaneously. For this purpose, we analyze, in detail, not only the holographic axion model, but also the magnetically charged black holes with two methods: the near-horizon analysis and quasi-normal mode computations. We find that the pole-skipping points are related with the chaotic properties, Lyapunov exponent ($λ_L$) and butterfly velocity ($v_B$), independently of the symmetry breaking patterns. We show that the diffusion constant ($D$) is bounded by $D \,\geqslant\, v_{B}^2/λ_{L}$, where $D$ is the energy diffusion (crystal diffusion) bound for explicit (spontaneous) symmetry breaking. We confirm that the lower bound is obtained by the pole-skipping analysis in the low temperature limit.
description: v1: 34 pages, 23 figures; v2: 35 pages, minor edits, references added
The breakdown of magneto-hydrodynamics near AdS$_2$ fixed point and energy diffusion bound
Creators: name: Jeong, Hyun-Sik
name: Kim, Keun-Young
name: Sun, Ya-Wen
Publisher: name: arXiv
Year: 2021
Subjects: subject: High Energy Physics - Theory (hep-th)
subject: FOS: Physical sciences

description: We investigate the breakdown of magneto-hydrodynamics at low temperature ($T$) with black holes whose extremal geometry is AdS$_2\times$R$^2$. The breakdown is identified by the equilibration scales ($ω_{\text{eq}}, k_{\text{eq}}$) defined as the collision point between the diffusive hydrodynamic mode and the longest-lived non-hydrodynamic mode. We show ($ω_{\text{eq}}, k_{\text{eq}}$) at low $T$ is determined by the diffusion constant $D$ and the scaling dimension $Δ(0)$ of an infra-red operator: $ω_{\text{eq}} = 2πT Δ(0), \, k_{\text{eq}}^2 = ω_{\text{eq}}/D$, where $Δ(0)=1$ in the presence of magnetic fields. For the purpose of comparison, we have analytically shown $Δ(0)=2$ for the axion model independent of the translational symmetry breaking pattern (explicit or spontaneous), which is complementary to previous numerical results. Our results support the conjectured universal upper bound of the energy diffusion $D \,\le\, ω_{\text{eq}}/k_{\text{eq}}^2 \,:=\, v_{\text{eq}}^2 \, τ_{\text{eq}}$ where $v_{\text{eq}}:= ω_{\text{eq}}/k_{\text{eq}}$ and $τ_{\text{eq}}:=ω_{\text{eq}}^{-1}$ are the velocity and the timescale associated to equilibration, implying that the breakdown of hydrodynamics sets the upper bound of the diffusion constant $D$ at low $T$.
description: v1:26 pages, 17 figures. arXiv admin note: text overlap with arXiv:2104.13084; v2: minor edits, references added
Hyadaphis foeniculi
Creators: name: Hassan, Muhammad Asghar
name: Asif, Muhammad
name: Chakrabarti, Samiran
name: Amin, Muhammad
name: Abbas, Zohair
name: Maryam, Zershina
name: Iqbal, Zafar
name: Ali, Muhammad
name: Qasim, Muhammad
name: Bashir, Nawaz Haider
name: Ali, Muhammad Yasir
name: Xing, Jichun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Hyadaphis
Hyadaphis foeniculi

description: 149. Hyadaphis foeniculi (Passerini, 1860)
Host plants
Lonicera sp. (Caprifoliaceae) and unidentified plant of Apiaceae.
Distribution in Pakistan
UNK: nearly cosmopolitan (Naumann-Etienne & Remaudière 1995).
description: Published as part of Hassan, Muhammad Asghar, Asif, Muhammad, Chakrabarti, Samiran, Amin, Muhammad, Abbas, Zohair, Maryam, Zershina, Iqbal, Zafar, Ali, Muhammad, Qasim, Muhammad, Bashir, Nawaz Haider, Ali, Muhammad Yasir & Xing, Jichun, 2024, A comprehensive checklist and host plants of Aphididae (Aphidomorpha: Hemiptera) from Pakistan, pp. 1-114 in European Journal of Taxonomy 945 on page 36, DOI: 10.5852/ejt.2024.945.2613, http://zenodo.org/record/13177348
A Stochastic Operator Framework for Optimization and Learning with Sub-Weibull Errors
Creators: name: Bastianello, Nicola
name: Madden, Liam
name: Carli, Ruggero
name: Dall'Anese, Emiliano
Publisher: name: arXiv
Year: 2021
Subjects: subject: Optimization and Control (math.OC)
subject: Systems and Control (eess.SY)
subject: FOS: Mathematics
subject: FOS: Electrical engineering, electronic engineering, information engineering

description: This paper proposes a framework to study the convergence of stochastic optimization and learning algorithms. The framework is modeled over the different challenges that these algorithms pose, such as (i) the presence of random additive errors (e.g. due to stochastic gradients), and (ii) random coordinate updates (e.g. due to asynchrony in distributed set-ups). The paper covers both convex and strongly convex problems, and it also analyzes online scenarios, involving changes in the data and costs. The paper relies on interpreting stochastic algorithms as the iterated application of stochastic operators, thus allowing us to use the powerful tools of operator theory. In particular, we consider operators characterized by additive errors with sub-Weibull distribution (which parameterize a broad class of errors by their tail probability), and random updates. In this framework we derive convergence results in mean and in high probability, by providing bounds to the distance of the current iteration from a solution of the optimization or learning problem. The contributions are discussed in light of federated learning applications.
description: To appear in IEEE Transactions on Automatic Control
Islands in charged linear dilaton black holes
Creators: name: Ahn, Byoungjoon
name: Bak, Sang-Eon
name: Jeong, Hyun-Sik
name: Kim, Keun-Young
name: Sun, Ya-Wen
Publisher: name: arXiv
Year: 2021
Subjects: subject: High Energy Physics - Theory (hep-th)
subject: FOS: Physical sciences

description: We investigate the Page curve for a non-standard black hole which is asymptotically non-flat/AdS/dS. For this purpose, we apply the island prescription to the charged linear dilaton black holes and analyze, in detail, the entanglement entropy of Hawking radiation for both the non-extremal case and the extremal case. In the non-extremal case, we find the Page curve consistent with the unitarity principle: at early times the entanglement entropy grows linearly in time without the island and at late times it is saturated double of the Bekenstein-Hawking entropy in the presence of the island. We observe the Page time is universal for all different models studied by our method: $t_{\text{Page}}=\frac{3}{ πc}\frac{S_{\text{BH}}}{T_H}.$ For the extremal case, the island prescription provides the well defined entanglement entropy only with the island, which can not be obtained from the continuous limit of the non-extremal case. This implies that the Page curve may not be reproduced for the extremal case and further investigation is needed.
description: v1: 20 pages, 4 figures; v2: minor edits, references added
Few pulses femtosecond laser exposure for high efficiency 3D glass micromachining
Creators: name: Casamenti, Enrico
name: Pollonghini, Sacha
name: Bellouard, Yves
Publisher: name: arXiv
Year: 2021
Subjects: subject: Applied Physics (physics.app-ph)
subject: Optics (physics.optics)
subject: FOS: Physical sciences

description: Advanced three-dimensional manufacturing techniques are triggering new paradigms in the way we design and produce sophisticated parts on demand. Yet, to fully unravel its potential, a few limitations have to be overcome, one of them being the realization of high-aspect-ratio structures of arbitrary shapes at sufficiently high resolution and scalability. Among the most promising advanced manufacturing methods that emerged recently is the use of optical non-linear absorption effects, and in particular, its implementation in 3D printing of glass based on femtosecond laser exposure combined with chemical etching. Here, we optimize both laser and chemical processes to achieve unprecedented aspect ratio levels. We further show how the formation of pre-cursor laser-induced defects in the glass matrix plays a key role in etching selectivity. In particular, we demonstrate that there is an optimal energy dose, an order of magnitude smaller than the currently used ones, yielding to higher process efficiency and lower processing time. This research, in addition to a conspicuous technological advancement, unravels key mechanisms in laser-matter interactions essential in chemically-based glass manufacturing and offers an environmentally-friendly pathway through the use of less-dangerous etchants, replacing the commonly used hydrofluoric acid.
Mitella nuda Linnaeus 1753
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Saxifragales
Saxifragaceae
Mitella
Mitella nuda

description: Mitella nuda Linnaeus, Species Plantarum 1: 406. 1753.
"Habitat in Asia boreali." RCN: 3180.
Type not designated.
 Original material: Amman s.n., Herb. Linn. No. 577.2 (LINN).
 Current name:  Mitella nuda  L. (Saxifragaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part M), pp. 651-689 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 679, DOI: 10.5281/zenodo.291971
Calypogeia fissa Raddi 1818
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Bryophyta
Jungermanniopsida
Jungermanniales
Calypogeiaceae
Calypogeia
Calypogeia fissa

description: Mnium fissum Linnaeus, Species Plantarum 2: 1114. 1753, nom. cons.
"Habitat in Europae riguis." RCN: 8025.
 Conserved type (Stotler & Crotz in Taxon 39: 290. 1990): [icon] "Jungermannia terrestris, repens, foliis ex rotunditate acuminatis, bifidis, apertura pene visibili" in Micheli, Nov. Pl. Gen.: 8, t. 5, f. 14. 1729.
 Generitype of Mnium Linnaeus, nom. rej. (vide Proskauer in Taxon 12: 200. 1963).
 Current name:  Calypogeia fissa  (L.) Raddi (Calypogeiaceae).
 Note: Mnium Linnaeus, nom. rej. against Mnium Hedw., nom. cons.
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part M), pp. 651-689 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 679, DOI: 10.5281/zenodo.291971
Hyadaphis passerinii del Guercio 1911
Creators: name: Hassan, Muhammad Asghar
name: Asif, Muhammad
name: Chakrabarti, Samiran
name: Amin, Muhammad
name: Abbas, Zohair
name: Maryam, Zershina
name: Iqbal, Zafar
name: Ali, Muhammad
name: Qasim, Muhammad
name: Bashir, Nawaz Haider
name: Ali, Muhammad Yasir
name: Xing, Jichun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Hyadaphis
Hyadaphis passerinii

description: 150. Hyadaphis passerinii (del Guercio, 1911)
Host plant
Lonicera sp. (Caprifoliaceae).
Distribution in Pakistan
UNK (Blackman & Eastop 2006).
description: Published as part of Hassan, Muhammad Asghar, Asif, Muhammad, Chakrabarti, Samiran, Amin, Muhammad, Abbas, Zohair, Maryam, Zershina, Iqbal, Zafar, Ali, Muhammad, Qasim, Muhammad, Bashir, Nawaz Haider, Ali, Muhammad Yasir & Xing, Jichun, 2024, A comprehensive checklist and host plants of Aphididae (Aphidomorpha: Hemiptera) from Pakistan, pp. 1-114 in European Journal of Taxonomy 945 on page 36, DOI: 10.5852/ejt.2024.945.2613, http://zenodo.org/record/13177348
Scapania undulata Dumort.
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Bryophyta
Jungermanniopsida
Jungermanniales
Scapaniaceae
Scapania
Scapania undulata

description: Mnium jungermannia Linnaeus, Species Plantarum 2: 1114. 1753.
"Habitat in Europae subhumidis." RCN: 8026.
 Lectotype (Grolle & al. in Taxon 54: 507. 2005): [icon] " Lichenastrum Alpinum purpureum, foliis auritis & cochleariformibus" in Dillenius, Hist. Musc.: 479, t. 69, f. 1 H. 1741. - Epitype (Grolle & al. in Taxon 54: 507, f. 1C. 2005): "1 Lichenastrum alpinum purpureum, foliis auritis & cochleariformibis Van G", Herb. Dillenius (OXF).
 Current name:  Scapania undulata  (L.) Dumort. (Scapaniaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part M), pp. 651-689 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 679, DOI: 10.5281/zenodo.291971
Learning from Successful and Failed Demonstrations via Optimization
Creators: name: Hertel, Brendan
name: Ahmadzadeh, S. Reza
Publisher: name: arXiv
Year: 2021
Subjects: subject: Robotics (cs.RO)
subject: FOS: Computer and information sciences

description: Learning from Demonstration (LfD) is a popular approach that allows humans to teach robots new skills by showing the correct way(s) of performing the desired skill. Human-provided demonstrations, however, are not always optimal and the teacher usually addresses this issue by discarding or replacing sub-optimal (noisy or faulty) demonstrations. We propose a novel LfD representation that learns from both successful and failed demonstrations of a skill. Our approach encodes the two subsets of captured demonstrations (labeled by the teacher) into a statistical skill model, constructs a set of quadratic costs, and finds an optimal reproduction of the skill under novel problem conditions (i.e. constraints). The optimal reproduction balances convergence towards successful examples and divergence from failed examples. We evaluate our approach through several 2D and 3D experiments in real-world using a UR5e manipulator arm and also show that it can reproduce a skill from only failed demonstrations. The benefits of exploiting both failed and successful demonstrations are shown through comparison with two existing LfD approaches. We also compare our approach against an existing skill refinement method and show its capabilities in a multi-coordinate setting.
description: 6 pages, 7 figures. Accepted to IROS 2021. Code available at https://github.com/brenhertel/TLFSD Accompanying video at: https://youtu.be/sRdOm_9nJ8g
Hyadaphis tataricae
Creators: name: Hassan, Muhammad Asghar
name: Asif, Muhammad
name: Chakrabarti, Samiran
name: Amin, Muhammad
name: Abbas, Zohair
name: Maryam, Zershina
name: Iqbal, Zafar
name: Ali, Muhammad
name: Qasim, Muhammad
name: Bashir, Nawaz Haider
name: Ali, Muhammad Yasir
name: Xing, Jichun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Hyadaphis
Hyadaphis tataricae

description: 151. Hyadaphis tataricae (Aizenberg, 1935)
Host plant
Lonicera quinquelocularis (Caprifoliaceae).
Distribution in Pakistan
UNK (Remaudière 2000).
description: Published as part of Hassan, Muhammad Asghar, Asif, Muhammad, Chakrabarti, Samiran, Amin, Muhammad, Abbas, Zohair, Maryam, Zershina, Iqbal, Zafar, Ali, Muhammad, Qasim, Muhammad, Bashir, Nawaz Haider, Ali, Muhammad Yasir & Xing, Jichun, 2024, A comprehensive checklist and host plants of Aphididae (Aphidomorpha: Hemiptera) from Pakistan, pp. 1-114 in European Journal of Taxonomy 945 on page 37, DOI: 10.5852/ejt.2024.945.2613, http://zenodo.org/record/13177348
Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation
Creators: name: Peng, Haonan
name: Lin, Shan
name: King, Daniel
name: Su, Yun-Hsuan
name: Bly, Randall A.
name: Moe, Kris S.
name: Hannaford, Blake
Publisher: name: arXiv
Year: 2021
Subjects: subject: Computer Vision and Pattern Recognition (cs.CV)
subject: FOS: Computer and information sciences

description: Accurate instrument segmentation in endoscopic vision of robot-assisted surgery is challenging due to reflection on the instruments and frequent contacts with tissue. Deep neural networks (DNN) show competitive performance and are in favor in recent years. However, the hunger of DNN for labeled data poses a huge workload of annotation. Motivated by alleviating this workload, we propose a general embeddable method to decrease the usage of labeled real images, using active generated synthetic images. In each active learning iteration, the most informative unlabeled images are first queried by active learning and then labeled. Next, synthetic images are generated based on these selected images. The instruments and backgrounds are cropped out and randomly combined with each other with blending and fusion near the boundary. The effectiveness of the proposed method is validated on 2 sinus surgery datasets and 1 intraabdominal surgery dataset. The results indicate a considerable improvement in performance, especially when the budget for annotation is small. The effectiveness of different types of synthetic images, blending methods, and external background are also studied. All the code is open-sourced at: https://github.com/HaonanPeng/active_syn_generator.
Hydaphias hofmanni Borner 1950
Creators: name: Hassan, Muhammad Asghar
name: Asif, Muhammad
name: Chakrabarti, Samiran
name: Amin, Muhammad
name: Abbas, Zohair
name: Maryam, Zershina
name: Iqbal, Zafar
name: Ali, Muhammad
name: Qasim, Muhammad
name: Bashir, Nawaz Haider
name: Ali, Muhammad Yasir
name: Xing, Jichun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Hydaphias
Hydaphias hofmanni

description: 152. Hydaphias hofmanni Börner, 1950
Host plant
Galium verum L. (Rubiaceae).
Distribution in Pakistan
KPK: Dir (Lowari valley) (Naumann-Etienne & Remaudière 1995).
description: Published as part of Hassan, Muhammad Asghar, Asif, Muhammad, Chakrabarti, Samiran, Amin, Muhammad, Abbas, Zohair, Maryam, Zershina, Iqbal, Zafar, Ali, Muhammad, Qasim, Muhammad, Bashir, Nawaz Haider, Ali, Muhammad Yasir & Xing, Jichun, 2024, A comprehensive checklist and host plants of Aphididae (Aphidomorpha: Hemiptera) from Pakistan, pp. 1-114 in European Journal of Taxonomy 945 on page 37, DOI: 10.5852/ejt.2024.945.2613, http://zenodo.org/record/13177348
Industry 4.0 Information Systems for Materials Circularity in Supply Chains: Industry Issues and Research Directions
Creators: name: Mantravadi, Soujanya
name: Brian Vejrum, Wæhrens
Publisher: name: Apollo - University of Cambridge Repository
Year: 2025

description: The purpose of this paper is to explore the role of information systems in manufacturing to support material circularity practices in the supply chain. The paper attempts to study the usefulness of manufacturing operations management (MOM) systems, particularly manufacturing execution systems (MES), in enabling traceability and supply chain integration for tracking product material details. Theoretical propositions made on MOM systems for materials circularity (based on the literature study) were empirically examined using needs assessment from two case companies with complex product material requirements. Based on the qualitative analysis of propositions and empirical findings, the paper identified traceability-enabled methods, supply chain integration, and the adoption of Industry 4.0 technologies as potential enablers for achieving materials circularity goals. As a result, the priorities for developing research agenda in this area to design factories of the future and to achieve Industry 4.0 vision that supports circular economy were established. Future research directions are put forward and future work will include an in-depth case study analysis to explore the role of Industry 4.0-compliant MOM systems to meet evolving regulatory demands and operational scalability across the supply chain.
Large spin-charge interconversion induced by interfacial spin-orbit coupling in a highly conducting all-metallic system
Creators: name: Pham, Van Tuong
name: Yang, Haozhe
name: Choi, Won Young
name: Marty, Alain
name: Groen, Inge
name: Chuvilin, Andrey
name: Bergeret, F. Sebastian
name: Hueso, Luis E.
name: Tokatly, Ilya V.
name: Casanova, Fèlix
Publisher: name: arXiv
Year: 2021
Subjects: subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: FOS: Physical sciences

description: Spin-charge interconversion in systems with spin-orbit coupling has provided a new route for the generation and detection of spin currents in functional devices for memory and logic such as spin-orbit torque switching in magnetic memories or magnetic state reading in spin-based logic. Disentangling the bulk (spin Hall effect) from the interfacial (inverse spin galvanic effect) contribution has been a common issue to properly quantify the spin-charge interconversion in these systems, being the case of Au paradigmatic. Here, we obtain a large spin-charge interconversion at a highly conducting Au/Cu interface which is experimentally shown to arise from the inverse spin galvanic effect of the interface and not from the spin Hall effect of bulk Au. We use two parameters independent of the microscopic details to properly quantify the spin-charge interconversion and the spin losses due to the interfacial spin-orbit coupling, providing an adequate benchmarking to compare with any spin-charge interconversion system. The good performance of this metallic interface, not based in Bi, opens the path to the use of much simpler light/heavy metal systems.
Hyperomyzus carduellinus
Creators: name: Hassan, Muhammad Asghar
name: Asif, Muhammad
name: Chakrabarti, Samiran
name: Amin, Muhammad
name: Abbas, Zohair
name: Maryam, Zershina
name: Iqbal, Zafar
name: Ali, Muhammad
name: Qasim, Muhammad
name: Bashir, Nawaz Haider
name: Ali, Muhammad Yasir
name: Xing, Jichun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Hyperomyzus
Hyperomyzus carduellinus

description: 153. Hyperomyzus carduellinus (Theobald, 1915)
Host plant
Sonchus oleraceus (Asteraceae).
Distribution in Pakistan
AK: Bagh (Bagh), Poonch (Banjosa, Hajira, Haveli, Rawalakot, Thorar, Tolipir), Sudhanoti (Trar Khel) (Naumann-Etienne & Remaudière 1995; Amin et al. 2017b, 2022).
description: Published as part of Hassan, Muhammad Asghar, Asif, Muhammad, Chakrabarti, Samiran, Amin, Muhammad, Abbas, Zohair, Maryam, Zershina, Iqbal, Zafar, Ali, Muhammad, Qasim, Muhammad, Bashir, Nawaz Haider, Ali, Muhammad Yasir & Xing, Jichun, 2024, A comprehensive checklist and host plants of Aphididae (Aphidomorpha: Hemiptera) from Pakistan, pp. 1-114 in European Journal of Taxonomy 945 on page 37, DOI: 10.5852/ejt.2024.945.2613, http://zenodo.org/record/13177348
Moehringia muscosa Linnaeus 1753
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Caryophyllales
Caryophyllaceae
Moehringia
Moehringia muscosa

description: Moehringia muscosa Linnaeus, Species Plantarum 1 : 359. 1753.
"Habitat in Alpibus Helvetiae, Italiae, Austriae." RCN: 2851.
 Lectotype (Hind in Jarvis & al., Regnum Veg. 127: 67. 1993): Herb. Linn. No. 509.1 (LINN).
 Generitype of Moehringia Linnaeus.
 Current name:  Moehringia muscosa  L. (Caryophyllaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part M), pp. 651-689 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 679, DOI: 10.5281/zenodo.291971
Impact of industry effort to increase dairy heifer genomic testing in Australia
Creators: name: Abdelsayed, M
name: Axford, Myrna
name: Nieuwhof, GJ
Publisher: name: La Trobe
Year: 2024
Subjects: classificationCode: 3105
subject: Genetics
subject: FOS: Biological sciences
classificationCode: 3003
subject: Animal production

description: No description supplied
Hyperomyzus lactucae
Creators: name: Hassan, Muhammad Asghar
name: Asif, Muhammad
name: Chakrabarti, Samiran
name: Amin, Muhammad
name: Abbas, Zohair
name: Maryam, Zershina
name: Iqbal, Zafar
name: Ali, Muhammad
name: Qasim, Muhammad
name: Bashir, Nawaz Haider
name: Ali, Muhammad Yasir
name: Xing, Jichun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Hyperomyzus
Hyperomyzus lactucae

description: 154. Hyperomyzus lactucae (Linnaeus, 1758)
Host plant
Sonchus sp. (Asteraceae).
Distribution in Pakistan
AK: Poonch (Datoot, Hajira, Khai Gala, Rawalakot), Sudhanoti (Trar Khel); PB: Islamabad Capital, Khushab; distributed worldwide (Naumann-Etienne & Remaudière 1995; Naseem et al. 2019; Amin et al. 2022).
description: Published as part of Hassan, Muhammad Asghar, Asif, Muhammad, Chakrabarti, Samiran, Amin, Muhammad, Abbas, Zohair, Maryam, Zershina, Iqbal, Zafar, Ali, Muhammad, Qasim, Muhammad, Bashir, Nawaz Haider, Ali, Muhammad Yasir & Xing, Jichun, 2024, A comprehensive checklist and host plants of Aphididae (Aphidomorpha: Hemiptera) from Pakistan, pp. 1-114 in European Journal of Taxonomy 945 on page 37, DOI: 10.5852/ejt.2024.945.2613, http://zenodo.org/record/13177348
Generalized Talagrand Inequality for Sinkhorn Distance using Entropy Power Inequality
Creators: name: Wang, Shuchan
name: Stavrou, Photios A.
name: Skoglund, Mikael
Publisher: name: arXiv
Year: 2021
Subjects: subject: Information Theory (cs.IT)
subject: Machine Learning (stat.ML)
subject: FOS: Computer and information sciences

description: In this paper, we study the connection between entropic optimal transport and entropy power inequality (EPI). First, we prove an HWI-type inequality making use of the infinitesimal displacement convexity of optimal transport map. Second, we derive two Talagrand-type inequalities using the saturation of EPI that corresponds to a numerical term in our expression. We evaluate for a wide variety of distributions this term whereas for Gaussian and i.i.d. Cauchy distributions this term is found in explicit form. We show that our results extend previous results of Gaussian Talagrand inequality for Sinkhorn distance to the strongly log-concave case.
description: The paper has been accepted to Information Theory Workshop 2021
Similarity-Aware Skill Reproduction based on Multi-Representational Learning from Demonstration
Creators: name: Hertel, Brendan
name: Ahmadzadeh, S. Reza
Publisher: name: arXiv
Year: 2021
Subjects: subject: Robotics (cs.RO)
subject: FOS: Computer and information sciences

description: Learning from Demonstration (LfD) algorithms enable humans to teach new skills to robots through demonstrations. The learned skills can be robustly reproduced from the identical or near boundary conditions (e.g., initial point). However, when generalizing a learned skill over boundary conditions with higher variance, the similarity of the reproductions changes from one boundary condition to another, and a single LfD representation cannot preserve a consistent similarity across a generalization region. We propose a novel similarity-aware framework including multiple LfD representations and a similarity metric that can improve skill generalization by finding reproductions with the highest similarity values for a given boundary condition. Given a demonstration of the skill, our framework constructs a similarity region around a point of interest (e.g., initial point) by evaluating individual LfD representations using the similarity metric. Any point within this volume corresponds to a representation that reproduces the skill with the greatest similarity. We validate our multi-representational framework in three simulated and four sets of real-world experiments using a physical 6-DOF robot. We also evaluate 11 different similarity metrics and categorize them according to their biases in 286 simulated experiments.
description: 6 pages, 7 figures. Accepted to ICAR 2021. Code available at: https://github.com/brenhertel/SAMLfD, Accompanying video at: https://youtu.be/LZW3MWrNFSI
Methods for Combining and Representing Non-Contextual Autonomy Scores for Unmanned Aerial Systems
Creators: name: Hertel, Brendan
name: Donald, Ryan
name: Dumas, Christian
name: Ahmadzadeh, S. Reza
Publisher: name: arXiv
Year: 2021
Subjects: subject: Robotics (cs.RO)
subject: FOS: Computer and information sciences

description: Measuring an overall autonomy score for a robotic system requires the combination of a set of relevant aspects and features of the system that might be measured in different units, qualitative, and/or discordant. In this paper, we build upon an existing non-contextual autonomy framework that measures and combines the Autonomy Level and the Component Performance of a system as overall autonomy score. We examine several methods of combining features, showing how some methods find different rankings of the same data, and we employ the weighted product method to resolve this issue. Furthermore, we introduce the non-contextual autonomy coordinate and represent the overall autonomy of a system with an autonomy distance. We apply our method to a set of seven Unmanned Aerial Systems (UAS) and obtain their absolute autonomy score as well as their relative score with respect to the best system.
description: 8 pages, 2 figures, 6 tables
Upper bound of the charge diffusion constant in holography
Creators: name: Huh, Kyoung-Bum
name: Jeong, Hyun-Sik
name: Kim, Keun-Young
name: Sun, Ya-Wen
Publisher: name: arXiv
Year: 2021
Subjects: subject: High Energy Physics - Theory (hep-th)
subject: FOS: Physical sciences

description: We investigate the upper bound of charge diffusion constant in holography. For this purpose, we apply the conjectured upper bound proposal related to the equilibration scales ($ω_{\text{eq}}, k_{\text{eq}}$) to the Einstein-Maxwell-Axion model. ($ω_{\text{eq}}, k_{\text{eq}}$) is defined as the collision point between the diffusive hydrodynamic mode and the first non-hydrodynamic mode, giving rise to the upper bound of the diffusion constant $D$ at low temperature $T$ as $D = ω_{\text{eq}}/k_{\text{eq}}^2$. We show that the upper bound proposal also works for the charge diffusion and ($ω_{\text{eq}}, k_{\text{eq}}$), at low $T$, is determined by $D$ and the scaling dimension $Δ(0)$ of an infra-red operator as $(ω_{\text{eq}}, \, k_{\text{eq}}^2) \,=\, (2 πT Δ(0) \,, ω_{\text{eq}}/D)$, as for other diffusion constants. However, for the charge diffusion, we find that the collision occurs at real $k_{\text{eq}}$, while it is complex for other diffusions. In order to examine the universality of the conjectured upper bound, we also introduce a higher derivative coupling to the Einstein-Maxwell-Axion model. This coupling is particularly interesting since it leads to the violation of the \textit{lower} bound of the charge diffusion constant so the correction may also have effects on the \textit{upper} bound of the charge diffusion. We find that the higher derivative coupling does not affect the upper bound so that the conjectured upper bound would not be easily violated.
description: v1: 23 pages, 10 figures; v2: minor edits, references added
The number of real zeros of elliptic polynomials
Creators: name: Nguyen, Nhan D. V.
Publisher: name: arXiv
Year: 2021
Subjects: subject: Probability (math.PR)
subject: FOS: Mathematics
subject: 60G15, 60G50, 60F05, 41A60

description: Let $N_n(a, b)$ denote the number of real zeros of Gaussian elliptic polynomials of degree $n$ on the interval $(a, b)$, where $a$ and $b$ may vary with $n$. We obtain a precise formula for the variance of $N_n(a, b)$ and utilize this expression to derive an asymptotic expansion for large values of $n$. Furthermore, we provide sharp estimates for the cumulants and central moments of $N_n(a, b)$. These estimates are instrumental in establishing sufficient conditions on the interval $(a, b)$ for $N_n(a, b)$ to satisfy both a central limit theorem and a strong law of large numbers. In the second part of the paper, we extend our analysis to nondegenerate Gaussian analytic functions, including well-known examples such as the Gaussian Weyl series and Weyl polynomials.
description: 49 pages, 2 figures, 1 table, final version
Homes' law in holographic superconductor with linear-$T$ resistivity
Creators: name: Jeong, Hyun-Sik
name: Kim, Keun-Young
Publisher: name: arXiv
Year: 2021
Subjects: subject: High Energy Physics - Theory (hep-th)
subject: Strongly Correlated Electrons (cond-mat.str-el)
subject: FOS: Physical sciences

description: Homes' law, $ρ_{s} = C \, σ_{DC} \, T_{c}$, is a universal relation of superconductors between the superfluid density $ρ_{s}$ at zero temperature, the critical temperature $T_{c}$ and the electric DC conductivity $σ_{DC}$ at $T_c$. Experimentally, Homes' law is observed in high $T_c$ superconductors with linear-$T$ resistivity in the normal phase, giving a material independent universal constant $C$. By using holographic models related to the Gubser-Rocha model, we investigate how Homes' law can be realized together with linear-$T$ resistivity in the presence of momentum relaxation. We find that strong momentum relaxation plays an important role to exhibit Homes' law with linear-$T$ resistivity.
description: v1: 24 pages, 9 figures; v2: presentation improved
Hyperomyzus pallidus Hille Ris Lambers 1935
Creators: name: Hassan, Muhammad Asghar
name: Asif, Muhammad
name: Chakrabarti, Samiran
name: Amin, Muhammad
name: Abbas, Zohair
name: Maryam, Zershina
name: Iqbal, Zafar
name: Ali, Muhammad
name: Qasim, Muhammad
name: Bashir, Nawaz Haider
name: Ali, Muhammad Yasir
name: Xing, Jichun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Hyperomyzus
Hyperomyzus pallidus

description: 155. Hyperomyzus pallidus Hille Ris Lambers, 1935
Host plants
Ribes sp. (Grossulariaceae), Sonchus oleraceus (Asteraceae).
Distribution in Pakistan
AK: Bagh (Bagh), Poonch (Datoot, Khai Gala, Hajira, Rawalakot), Sudhanoti (Trar Khel) (Amin et al. 2022, 2023).
description: Published as part of Hassan, Muhammad Asghar, Asif, Muhammad, Chakrabarti, Samiran, Amin, Muhammad, Abbas, Zohair, Maryam, Zershina, Iqbal, Zafar, Ali, Muhammad, Qasim, Muhammad, Bashir, Nawaz Haider, Ali, Muhammad Yasir & Xing, Jichun, 2024, A comprehensive checklist and host plants of Aphididae (Aphidomorpha: Hemiptera) from Pakistan, pp. 1-114 in European Journal of Taxonomy 945 on page 37, DOI: 10.5852/ejt.2024.945.2613, http://zenodo.org/record/13177348
Annotation-efficient cancer detection with report-guided lesion annotation for deep learning-based prostate cancer detection in bpMRI
Creators: name: Bosma, Joeran S.
name: Saha, Anindo
name: Hosseinzadeh, Matin
name: Slootweg, Ilse
name: de Rooij, Maarten
name: Huisman, Henkjan
Publisher: name: arXiv
Year: 2021
Subjects: subject: Image and Video Processing (eess.IV)
subject: Computer Vision and Pattern Recognition (cs.CV)
subject: FOS: Electrical engineering, electronic engineering, information engineering
subject: FOS: Computer and information sciences

description: Deep learning-based diagnostic performance increases with more annotated data, but large-scale manual annotations are expensive and labour-intensive. Experts evaluate diagnostic images during clinical routine, and write their findings in reports. Leveraging unlabelled exams paired with clinical reports could overcome the manual labelling bottleneck. We hypothesise that detection models can be trained semi-supervised with automatic annotations generated using model predictions, guided by sparse information from clinical reports. To demonstrate efficacy, we train clinically significant prostate cancer (csPCa) segmentation models, where automatic annotations are guided by the number of clinically significant findings in the radiology reports. We included 7,756 prostate MRI examinations, of which 3,050 were manually annotated. We evaluated prostate cancer detection performance on 300 exams from an external centre with histopathology-confirmed ground truth. Semi-supervised training improved patient-based diagnostic area under the receiver operating characteristic curve from $87.2 \pm 0.8\%$ to $89.4 \pm 1.0\%$ ($P<10^{-4}$) and improved lesion-based sensitivity at one false positive per case from $76.4 \pm 3.8\%$ to $83.6 \pm 2.3\%$ ($P<10^{-4}$). Semi-supervised training was 14$\times$ more annotation-efficient for case-based performance and 6$\times$ more annotation-efficient for lesion-based performance. This improved performance demonstrates the feasibility of our training procedure. Source code is publicly available at github.com/DIAGNijmegen/Report-Guided-Annotation. Best csPCa detection algorithm is available at grand-challenge.org/algorithms/bpmri-cspca-detection-report-guided-annotations/.