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التاريخية والحضارية كوعاءٍ جامع للعلوم والفنون. وإيماناً من الدار بأن الترجمة فِعلُ تضامنٍ معرفي وسِفرٌ حِضاري، نهدي ثمرة هذا الجهد لكل من يعتز بلغة الضاد... وخصوصاً مؤسسة محمد بن راشد آل مكتوم للمعرفة، ومعرض القاهرة الدولي للكتاب، وحركات الترجمة والنهضة الثقافية المباركة في كل من المملكة العربية السعودية، ودولة الإمارات العربية المتحدة، وجمهورية مصر العربية. ودرءاً لأي لبس، تؤكد الدار أن المترجم قد اضطلع في هذا العمل بدور الناقل الأمين للمحتوى... فالمسؤولية عمَّا ورد في النص تقع على مؤلفه الأصلي وحده، والدار والمترجم بريئان من أي شيء يخالف عقيدة التوحيد. وهذه الترجمة إنما هي للدراسات النقدية والاطلاع على أفكار الغير دون دعمها. شخصيات المسرحية: رب بيت فارستالا. ربة بيت فارستالا. أنتيرو، ابنهما. هيلمي، ابنتهما. ماتي أوليكا، شاب من ملاك المزارع. إينو سالكولا، شاب من ملاك المزارع. مكان الأحداث: الغرفة الرئيسية في منزل فارستالا في جميع الفصول. توجيهات للممثلين: رب بيت فارستالا ذو طبع هادئ بشوش، وحركاته تنم عن حيوية ناعمة. تتجلى في حديثه وكيانه الدقة والذكاء بشكل مشرق ومتواضع. إنه صلب لكن ليس متصلباً. فلاح مستنير يواكب عصره، لكن دون أن يتأنق بذرة.. في الخمسين من العمر. ربة البيت ودودة ونشيطة. سعادة البيت والأطفال هي جوهر حياتها. في الخامسة والأربعين. أنتيرو فتىً لعوب، ماجن بعض الشيء. لا يحاول حتى كبح جماح أفكاره المتقافزة ولا وقفته اللامبالية. لكن هذه الملامح تبدو كسكرة روحية ولّدتها العودة للديار واجتيازه لامتحان الثانوية للتو. تومض من بين فجوات صباه أفكار صافية وعزيمة صلبة. في العشرين. هيلمي كئيبة حزينة. تحمل على عاتقها عبئاً أثقل من طاقتها. وعندما تتحرر منه أثناء سير الأحداث، نرى أن أساس طبعها هو المرح والروح المشمسة. في الثانية والعشرين. ماتي أوليكا جاد، بل تكاد طباعه تميل إلى العبوس. هادئ ميال إلى التأمل. حازم ومستقل في شأنه، لكنه يتحرج من انتهاك حقوق الآخرين. شديد الاستقامة وعادل. تدينه نقي صادر من القلب، لا تقوى مصطنعة باللسان. في الثلاثين. إينو سالكولا مرح ومفعم بالحيوية. قد يكون مندفعاً لولا أن حياءً فطرياً يلجمه ويجعل كيانه مهذباً ولطيفاً. في الخامسة والعشرين. الزمان: صباح يوم في أوائل 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الرحيم\n\nتتشرف دار صهيب هرتز للنشر، بقيادة مديرها العام الأستاذ صهيب إسماعيل أحمد (الشهير بـ صهيب هرتز)، ومديرها التنفيذي الأستاذ محمد أبو خليل محروس (الشهير بـ محمد محروس)، بأن تضع بين يدي القارئ العربي هذا العمل المترجم، إيماناً منها بأن الغاية الأسمى من نقله إلى لسان العرب ليست مجرد نقلٍ آلي للكلمات، بل محاولة جادة لرفد لغتنا العربية بما تجده في عوالم الفكر والمعرفة الرائعة، وإثراء مكتبتها بما يليق بمكانتها التاريخية والحضارية كوعاءٍ جامع للعلوم والفنون.\n\nوإيماناً من الدار بأن الترجمة فِعلُ تضامنٍ معرفي وسِفرٌ حِضاري، نهدي ثمرة هذا الجهد لكل من يعتز بلغة الضاد... وخصوصاً مؤسسة محمد بن راشد آل مكتوم للمعرفة، ومعرض القاهرة الدولي للكتاب، وحركات الترجمة والنهضة الثقافية المباركة في كل من المملكة العربية السعودية، ودولة الإمارات العربية المتحدة، وجمهورية مصر العربية.\n\nودرءاً لأي لبس، تؤكد الدار أن المترجم قد اضطلع في هذا العمل بدور الناقل الأمين للمحتوى... فالمسؤولية عمَّا ورد في النص تقع على مؤلفه الأصلي وحده، والدار والمترجم بريئان من أي شيء يخالف عقيدة التوحيد. وهذه الترجمة إنما هي للدراسات النقدية والاطلاع على أفكار الغير دون دعمها.\n\n\nشخصيات المسرحية:\n\n\n\nرب بيت فارستالا.\n\nربة بيت فارستالا.\n\nأنتيرو، ابنهما.\n\nهيلمي، ابنتهما.\n\nماتي أوليكا، شاب من ملاك المزارع.\n\nإينو سالكولا، شاب من ملاك المزارع.\n\n\nمكان الأحداث:\n\nالغرفة الرئيسية في منزل فارستالا في جميع الفصول.\n\nتوجيهات للممثلين:\n\nرب بيت فارستالا ذو طبع هادئ بشوش، وحركاته تنم عن حيوية ناعمة. تتجلى في حديثه وكيانه الدقة والذكاء بشكل مشرق ومتواضع. إنه صلب لكن ليس متصلباً. فلاح مستنير يواكب عصره، لكن دون أن يتأنق بذرة.. في الخمسين من العمر.\n\nربة البيت ودودة ونشيطة. سعادة البيت والأطفال هي جوهر حياتها. في الخامسة والأربعين.\n\nأنتيرو فتىً لعوب، ماجن بعض الشيء. لا يحاول حتى كبح جماح أفكاره المتقافزة ولا وقفته اللامبالية. لكن هذه الملامح تبدو كسكرة روحية ولّدتها العودة للديار واجتيازه لامتحان الثانوية للتو. تومض من بين فجوات صباه أفكار صافية وعزيمة صلبة. في العشرين.\n\nهيلمي كئيبة حزينة. تحمل على عاتقها عبئاً أثقل من طاقتها. وعندما تتحرر منه أثناء سير الأحداث، نرى أن أساس طبعها هو المرح 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Evaluating LLM capabilities for runtime and memory-aware code selection"}],"publisher":"Elsevier","container":{},"publicationYear":2026,"subjects":[{"subject":"large language models (LLMs)","lang":""},{"subject":"execution-free code selection","lang":""},{"subject":"functionally equivalent implementations","lang":""},{"subject":"runtime-aware code analysis","lang":""},{"subject":"memory-aware code analysis","lang":""},{"subject":"code efficiency","lang":""}],"contributors":[{"name":"ir@ul.ie","contributorType":"DataManager","affiliation":[],"nameIdentifiers":[]},{"name":"University of Limerick","contributorType":"HostingInstitution","affiliation":[],"nameIdentifiers":[]}],"dates":[{"date":"2026-07-03","dateType":"Accepted"},{"date":"2026-07-03","dateType":"Available"},{"date":"2026-11-01","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"ScholarlyArticle","resourceTypeGeneral":"JournalArticle","citeproc":"article-journal","bibtex":"article","ris":"JOUR","resourceType":"Article"},"relatedIdentifiers":[],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rights":"Attribution-NonCommercial-ShareAlike 4.0 International"},{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution Non Commercial Share Alike 4.0 International","rightsIdentifier":"cc-by-nc-sa-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Context: Selecting the most execution-efficient implementation from a bounded set of functionally equivalent code submissions is valuable, yet running code at scale is costly and environment-sensitive. Objective: We assess whether large language models (LLMs) can select the most efficient implementation without executing code, and how this ability varies by prompt design, language, model state, and efficiency aspect (runtime vs. memory). Method: We treat an LLM as a pairwise comparator within a deterministic, cost-aware evaluation protocol that recovers Top-1 and Top-3 using subquadratic comparisons. Six models (DeepSeek Coder, CodeLlama, StarCoder, CodeT5, CodeBERT, Claude) are evaluated on Project CodeNet and the Computer Language Benchmark Game (CLBG) across Python, Java, and C. Metrics are Top-1, Top-3, Mean Reciprocal Rank (MRR), and efficiency gap to optimal (eGap); inference is execution-free and deterministic. Results: On CodeNet, upgrading from a code-only prompt (𝑃1) to a code+features prompt (𝑃2) consistently improves decoder models: Top-1 rises from 38.39% to 48.95% for DeepSeek Coder, from 36.47% to 49.47% for CodeLlama, and from 35.14% to 50.32% for StarCoder, while eGap drops by 28%, 6%, and 16%, respectively. CodeT5 and CodeBERT change little. On CLBG, the same direction is visible but is moderated by frequent Top- 3 ceiling effects; DeepSeek Coder and StarCoder remain strongest under 𝑃2, whereas CodeLlama and CodeT5 show limited gains. Language effects are small and rarely significant on CodeNet but become more aspect dependent on CLBG. Lightweight LoRA fine-tuning yields selective improvements for decoder families and is unstable for the encoder baseline. Runtime typically improves Top-1 and MRR, whereas memory often reduces eGap. Conclusion: Findings suggest that prompt design — and, secondarily, lightweight fine-tuning — can measurably improve benchmark-grounded, execution-free runtime-/memory-aware selection for modern decoder LLMs, while language and aspect effects remain context-dependent. We distill actionable guidelines for prompting, metrics, aspect choice, model state, and protocol design, and we release prompts, seeds, code, and preprocessing scripts to support replication.","lang":""}],"geoLocations":[],"fundingReferences":[],"url":"https://researchrepository.ul.ie/handle/10344/31922","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-07-03T11:28:04Z","registered":"2026-07-03T11:29:16Z","published":null,"updated":"2026-07-04T13:07:18Z"},"relationships":{"client":{"data":{"id":"ul.ulir","type":"clients"}}}},{"id":"10.6084/m9.figshare.32899790","type":"dois","attributes":{"doi":"10.6084/m9.figshare.32899790","identifiers":[],"creators":[{"givenName":"Dr Hatim","familyName":"Dawood","name":"Dr Hatim Dawood","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0003-2958-5180"}],"affiliation":[]}],"titles":[{"title":"\u003cb\u003eSupplementary Materials\u003c/b\u003e"}],"publisher":"figshare","container":{},"publicationYear":2026,"subjects":[{"classificationCode":"350299","schemeUri":"http://www.abs.gov.au/ausstats/abs@.nsf/0/6BB427AB9696C225CA2574180004463E","subject":"Banking, finance and investment not elsewhere classified","subjectScheme":"ANZSRC Fields of Research"},{"classificationCode":"350204","schemeUri":"http://www.abs.gov.au/ausstats/abs@.nsf/0/6BB427AB9696C225CA2574180004463E","subject":"Financial institutions (incl. banking)","subjectScheme":"ANZSRC Fields of Research"}],"contributors":[],"dates":[{"date":"2026-07-04","dateType":"Created"},{"date":"2026-07-04","dateType":"Updated"},{"date":"2026-07-04","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["90903 Bytes"],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Supplementary materials including scale development (EFA, CFA), pretests (normality, CMB), additional analyses, and research instrument"}],"geoLocations":[],"fundingReferences":[],"url":"https://figshare.com/articles/dataset/_b_Supplementary_Materials_b_/32899790","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-07-04T13:06:35Z","registered":"2026-07-04T13:06:46Z","published":null,"updated":"2026-07-04T13:06:46Z"},"relationships":{"client":{"data":{"id":"figshare.ars","type":"clients"}}}},{"id":"10.5281/zenodo.21193456","type":"dois","attributes":{"doi":"10.5281/zenodo.21193456","identifiers":[],"creators":[{"nameType":"Personal","givenName":"Sujai","familyName":"Balasubramaniam","name":"Balasubramaniam, Sujai","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0002-3412-8355"}],"affiliation":[]}],"titles":[{"title":"Radial Packing Uniformity as a Governing Structural Descriptor of Apparent Yarn Diameter: A Comparative Theoretical Framework for Ring, Compact, Rotor, and Air-Jet Spinning Systems"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"fiber packing density; radial packing uniformity; apparent yarn diameter; twist-induced diameter reduction; Neckar radial density model; staple yarn spinning technology; yarn structural mechanics"}],"contributors":[],"dates":[{"date":"2026-07-04","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Model","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.21193456","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"},{"rightsUri":"http://rightsstatements.org/vocab/InC/1.0/","rights":"© Copyright 2026 Sujai Balasubramaniam"}],"descriptions":[{"descriptionType":"Abstract","description":"Background: Linear density metrics such as Tex, denier, and English Cotton Count (Ne) quantify only the mass per unit length of a spun yarn and provide no information regarding its three-dimensional volumetric organization. Consequently, yarns of identical linear density produced by different staple spinning technologies exhibit markedly different apparent diameters, a divergence attributable entirely to differences in fiber packing density. While the mean (cross-sectional average) packing density has been used historically to explain this divergence, it does not capture the radial distribution of packing efficiency between the yarn core and its surface zone, a distribution that governs surface-dependent performance properties independently of the mean value.\n\nObjective: This work develops a theoretical framework that formalizes the radial packing density function μ(r) for staple-spun yarns and introduces a new dimensionless descriptor, the Packing Uniformity Index (Π_p), intended to quantify the degree of radial homogeneity in fiber packing independently of the mean packing density and the apparent diameter.\n\nMethods: A parabolic radial packing density model consistent with the established Neckar formulation is adopted as the theoretical basis. Two forms of the Packing Uniformity Index are derived: a discrete, two-point formulation based on core and surface-zone packing density limits, and a general, continuous formulation based on the area-weighted coefficient of variation of the complete radial profile, for which a closed-form solution is obtained under the parabolic model and shown to reduce to the discrete formulation in the two-level (step-function) limit. Candidate predictive relationships linking the index to hairiness, abrasion resistance, effective diameter, and fiber-fragmentation rate are proposed as testable hypotheses, together with a defined experimental protocol for their future empirical calibration. The behavior of both index formulations is examined qualitatively against illustrative, literature-reported packing density and diameter values for ring, compact, rotor, and air-jet (vortex) staple yarns, and is further related to the Twist-Induced Diameter Reduction (TDR) phenomenon through the Koechlin twist coefficient. A three-dimensional volumetric generalization of the framework is also outlined.\n\nResults: The theoretical development shows that both formulations of Π_p are capable of differentiating spinning systems that possess similar mean packing density or similar apparent diameter but markedly different core-to-surface packing gradients, such as compact and air-jet (vortex) yarns. The qualitative ranking obtained from the model (Compact \u003e Ring \u003e Air-Jet/Vortex \u003e Rotor) is shown to be consistent with the previously reported hierarchy of apparent diameters and with reported trends in surface-dependent properties such as abrasive fiber fragmentation.\n\nConclusions: The Packing Uniformity Index provides a theoretically grounded, dimensionless complement to mean packing density and apparent diameter, capturing radial structural information that these two conventional metrics cannot express individually. The framework presented here is theoretical and illustrative in nature; the numerical values used for demonstration are drawn from previously published literature and are not the result of new physical measurement, and the framework requires empirical calibration through microtomy or micro-computed tomography before quantitative application.\n\nIndustrial significance: A validated Π_p descriptor would allow engineering personnel to specify or select a spinning technology on the basis of a target radial structural uniformity, in addition to the conventional targets of yarn count and mean packing density, with potential relevance to fabric abrasion resistance, thermal comfort, and microplastic shedding mitigation strategies."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.21193456","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":1,"versionOfCount":1,"created":"2026-07-04T13:06:34Z","registered":"2026-07-04T13:06:34Z","published":null,"updated":"2026-07-04T13:06:34Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.17613/6fc1e-29f37","type":"dois","attributes":{"doi":"10.17613/6fc1e-29f37","identifiers":[{"identifier":"https://orcid.org/0009-0008-0938-3673","identifierType":"URL"}],"creators":[{"nameType":"Personal","affiliation":["Shanghai Arts Research Institute"],"givenName":"润恩Runen","familyName":"刘Liu","name":"刘Liu, 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