cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1398223.10fu
title: SH1398223.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1398226.10fu
title: SH1398226.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.6b9kq8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"2925303","matchCase":false},{"type":"equals","key":"COUNTRY","value":"KEN","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["Human observation","Observation"],"matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2010","matchCase":false},{"type":"lessThanOrEquals","key":"YEAR","value":"2026","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006096-260108223611665/datasets/export for details.
DOI: 10.15156/bio/sh1398227.10fu
title: SH1398227.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.17026/dans-x4j-34kt
title: Inventariserend Veldonderzoek (onderwaterfase verkennend), vismigratierivier Kornwerderzand

description: &lt;p&gt;In opdracht van MUG ingenieursbureau heeft Periplus Archeomare in samenwerking met Aquatech Diving een archeologisch onderzoek uitgevoerd in het IJsselmeer bij Kornwerderzand. Het betrof een inventariserend veldonderzoek (onderwaterfase verkennend) in de vorm van duikinspectie op een mogelijke historisch scheepswrak.&lt;br&gt;Op twee locaties in het plangebied voor de vismigratierivier is een inspectieonderzoek uitgevoerd op de waterbodem. Op de zuidelijke onderzoekslocatie zijn losse stukken ketting en een houten zijzwaard met metaalbeslag aangetroffen. Op de noordelijke onderzoekslocatie ligt een recente stalen kabel. Geen van de aangetroffen objecten heeft een archeologische waarde, maar de objecten kunnen wel baggerobstakels vormen.&lt;/p&gt;
DOI: 10.15156/bio/sh1398232.10fu
title: SH1398232.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1398233.10fu
title: SH1398233.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1398234.10fu
title: SH1398234.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1398235.10fu
title: SH1398235.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.48580/dfhxl
title: A new lineage of braconid wasps in Burmese Cenomanian amber (Hymenoptera, Braconidae)
DOI: 10.48580/dgkfb
title: An overview of the genus Coprotus (Pezizales, Ascomycota) with notes on the type species and description of C. epithecioides sp. nov.
DOI: 10.5281/zenodo.18670911
title: Intensivkapazitäten und COVID-19-Intensivbettenbelegung in Deutschland

description: Der Datensatz "Intensivkapazitäten und COVID-19-Intensivbettenbelegung in Deutschland" des Robert Koch-Instituts dokumentiert die tägliche intensivmedizinische Versorgungslage seit der COVID-19-Pandemie. Basierend auf Meldungen aller intensivbettenführenden Krankenhäuser in Deutschland erfasst das DIVI-Intensivregister Echtzeitdaten zu belegten und freien Intensivbetten. Die Erhebung differenziert nach Altersgruppen, Regionen und Versorgungsstufen. COVID-19-Fälle auf Intensivstationen werden gesondert ausgewiesen. Die Daten stehen aggregiert auf Bundes-, Landes- und Kreisebene zur Verfügung. Damit bildet der Datensatz eine Grundlage für die Überwachung von Kapazitäten, die Koordination von Behandlungskapazitäten und politische Entscheidungsprozesse während der Pandemie und darüber hinaus.
DOI: 10.15468/dl.h57x2j
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica nigra",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 91 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006166-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hr2-v8x-fz2
title: Guapira kanukuensis (Standl.) Lundell

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.fc9uzh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astraptes latimargo",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006167-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sv9pjx
title: Occurrence Download

description: A dataset containing 497221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula rotundifolia"
 ]
}

 The dataset includes 497221 records from 1593 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006063-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pzgsv
title: Occurrence Download

description: A dataset containing 1933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Coccyzus erythropthalmus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 1933 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006170-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10809636
title: Dataset: Fano meets Stokes: Four-order-of-magnitude enhancement of asymmetric Brillouin light scattering spectra

description: Dataset accompanying publication:

Rafał Białek, Thomas Vasileiadis, Mikołaj Pochylski, Bartłomiej Graczykowski, Fano meets Stokes: Four-order-of-magnitude enhancement of asymmetric Brillouin light scattering spectra, Photoacoustics, Volume 30, 2023, 100478, ISSN 2213-5979, https://doi.org/10.1016/j.pacs.2023.100478.
DOI: 10.5281/zenodo.10809637
title: Dataset: Fano meets Stokes: Four-order-of-magnitude enhancement of asymmetric Brillouin light scattering spectra

description: Dataset accompanying publication:

Rafał Białek, Thomas Vasileiadis, Mikołaj Pochylski, Bartłomiej Graczykowski, Fano meets Stokes: Four-order-of-magnitude enhancement of asymmetric Brillouin light scattering spectra, Photoacoustics, Volume 30, 2023, 100478, ISSN 2213-5979, https://doi.org/10.1016/j.pacs.2023.100478.
DOI: 10.15468/dl.gc4vdd
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annona glabra",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 543 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006172-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/cfx-9pm-wjy
title: Briza media L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/et2-833-zqa
title: Cantinoa mutabilis (Rich.) Harley & J.F.B.Pastore

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pt9-qna-36v
title: Lippia brasiliensis (Link) T.R.S.Silva

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s3s-36d-bga
title: Rhododendron phaeochrysum Balf. fil. & W. W. Sm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c53-gfv-hrg
title: Ziziphora clinopodioides Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.14458/utcc.the.2010.11
title: การศึกษาปัญหาและการจัดการเชิงกลยุทธ์เพื่อเพิ่มศักยภาพการแข่งขันของธุรกิจการให้เช่าห้องพัก กรณีศึกษา S.S.แมนชั่น

description: การศึกษาค้นคว้าด้วยตนเอง เรื่อง การศึกษาปัญหา และการจัดการเชิงกลยุทธ์เพื่อเพิ่มศักยภาพการแข่งขันของธุรกิจการให้เช่าห้องพัก กรณีศึกษา S.S.แมนชั่น โดยมีวัตถุประสงค์การศึกษา คือ 1. เพื่อศึกษาสภาพปัญหา และอุปสรรคในการบริหารจัดการของ S.S.แมนชั่น 2. เพื่อวิเคราะห์หาสาเหตุและแนวทางในการแก้ปัญหาของ S.S.แมนชั่น3. เพื่อกำหนดกลยุทธ์ในการเพิ่มศักยภาพการแข่งขันของ S.S.แมนชั่นโดยทำการเก็บข้อมูลปฐมภูมิ จากการสารวจ สัมภาษณ์ ผู้ประกอบการที่พักอาศัย ที่เป็นคู่แข่งขันในเขตพื้นที่ใกล้เคียง แบบสัมภาษณ์เจ้าของธุรกิจเกี่ยวกับแนวทางการบริหารงานในธุรกิจ ซึ่งมีเนื้อหาเกี่ยวกับข้อมูลปัจจัยสภาพแวดล้อมภายนอก ภายใน ปัญ หา คู่แข่ง และสภาพตลาดทั่วไปของอุตสาหกรรม และแบบสอบถามผู้เช่า ทั้งที่เป็นลูกค้า S.S.แมนชั่น และลูกค้าคู่แข่ง รวมถึงข้อมูลทุติยภูมิ จากข้อมูลการวิเคราะห์ถึงสภาพปัจจัยภายนอกต่างๆ ที่ส่งผลกระทบต่อธุรกิจ บทวิจัยเกี่ยวกับการสำรวจกลุ่มตัวอย่างในหัวข้อการศึกษาปัจจัยที่มีผลต่อการตัดสินใจเลือกเช่าห้องพัก เพื่อนำข้อมูลเหล่านี้มาเปรียบเทียบวิเคราะห์ถึงโอกาส และวางกลยุทธ์ให้แก่ธุรกิจ เพื่อให้มีความได้เปรียบในการแข่งขันมากยิ่งขึ้น จากการศึกษาพบว่า สาเหตุที่ผู้เช่าลดลงเนื่องมาจาก การเปลี่ยนผู้บริหาร ส่งผลให้ผู้เช่าขาดความเชื่อมั่น และเกิดการย้ายออกเป็นจานวนมาก ประกอบกับการแข่งขันในอุตสาหกรรม ที่สูงมากในบริเวณใกล้เคียง ลูกค้าจึงมีทางเลือกมากขึ้น อีกทั้งบริษัทฯยังขาดการประชาสัมพันธ์ให้แก่ลูกค้าได้รับทราบเกี่ยวกับธุรกิจ และบริการ และสภาพอาคารที่เก่า ทรุดโทรม มีลักษณะเหมือนตึกแถวอาคารพาณิชย์ทั่วไป ส่งผลให้ลูกค้าไม่สามารถทราบว่าอาคารนี้คือแมนชั่น เพราะไม่มีความดึงดูดใจแก่ลูกค้า ดังนั้นจึงทำการศึกษาถึงความเป็นไปได้ในแต่ละทางเลือก เพื่อสามารถที่จะเพิ่มคุณค่าในสิ่งต่างๆ ให้แก่ธุรกิจ โดยพบว่าสิ่งที่ดีที่สุดน่าจะเป็นไปได้ในการดำเนินธุรกิจในระยะสั้น ได้แก่ การปรับปรุงห้องพักให้ทันสมัย สไตล์โมเดิร์น ทั้งภายใน และภายนอกอาคารรวมถึงห้องพักทุกห้อง ทุกขนาด โดยจะต้องมีการมุ่งเน้นในเรื่องของการสร้างความแตกต่าง โดยตั้งอยู่บนพื้นฐานของภาพลักษณ์ ที่สื่อถึงความมีสไตล์ในธุรกิจ ทำให้สามารถกำหนดราคาค่าเช่าที่สูงขึ้นได้ เพื่อให้สอดคล้องกับคุณภาพที่ทางธุรกิจได้มอบให้แก่ลูกค้า ตลอดจนสามารถรักษาฐานลูกค้าเดิม และสร้างคุณค่าให้แก่ลูกค้าใหม่ ซึ่งจากผลงานวิจัยพบว่ากลุ่มตัวอย่างส่วนใหญ่ตัดสินใจเลือกเช่าห้องพักจาก 3 ปัจจัยหลัก ดังนี้ 1. มีการออกแบบที่ดี และมีความสวยงาม 2. มีขนาดของห้องพักกว้างขวางเพียงพอ 3. มีเฟอร์นิเจอร์ภายในห้องพักครบถ้วน รวมถึงแนวทางของเจ้าของธุรกิจที่ต้องการจะขยายธุรกิจที่แตกต่างไปจากเดิม เพื่อสร้างโอกาสในการประกอบธุรกิจให้มีรายได้เพิ่มมากขึ้น และใช้พื้นที่ๆ มีอยู่ให้เกิดประโยชน์อย่างสูงสุด และสามารถตอบสนองความต้องการในแต่ละรูปแบบให้แก่ลูกค้าได้
DOI: 10.3535/0xm-xy0-ss5
title: Ferula costata Korovin ex Nasir

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hve-d71-l0n
title: Alyssum dasycarpum Stephan ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.gwkqm2
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dregea yunnanensis"
 ]
}

 The dataset includes 173 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074001-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/nh3-y97-fv6
title: Poa variegata Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z8w-x6j-p95
title: Calamagrostis extremiorientalis (Tzvelev) Prob.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2g3-sxz-h71
title: Wedelia montevidensis (Spreng.) B. L. Turner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/54f-zg4-js0
title: Heimia salicifolia (Kunth) Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cg1-638-fqe
title: Salix pyrenaica Gouan

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xl0-dlk-jvp
title: Alyssum dasycarpum Stephan ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4pd-yrm-wq1
title: Stuckenia filiformis (Pers.) Börner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d4y-gsz-6ea
title: Meniocus linifolius (Stephan ex Willd.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/99v-wp1-hps
title: Alyssum lanceolatum Baumg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tc1-gv6-lam
title: Jacobaea carniolica (Willd.) Schrank

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.25394/pgs.29650124
title: ORTHODONTIC TREATMENT USING ADVANCED ENGINEERING TECHNOLOGIES

description: Orthodontic treatment aims to correct dental misalignments; however, extended treatment duration and unpredictable force application remain significant clinical challenges. This dissertation presents two integrated engineering solutions to address these limitations: (1) acceleration of orthodontic tooth movement (OTM) through controlled vibrational force (VF), and (2) development of an experimental methodology for validating and optimizing clear aligner therapy (CAT) through force quantification and attachment design analysis. A scientific framework was established for accelerated OTM using intermittent vibrational force (IVF). Animal model experiments systematically evaluated the dose-response relationship of IVF parameters, including peak load, frequency, and application interval. An effective regimen (5 cN at 100 Hz, applied every four days or less) resulted in 63 to 76 percent greater tooth displacement compared to conventional orthodontic force (OF) alone. Micro-CT analysis revealed distinct bone remodeling patterns, with VF alone producing anabolic effects and combined OF and VF leading to synergistic changes in bone mineral density (BMD). Finite element modeling showed a correlation between von Mises stress distributions and BMD changes, supporting potential scalability to larger models and human application. To assess mechanical aspects of CAT, an orthodontic force tester (OFT) was developed. Quantitative analysis demonstrated that attachment geometry and placement significantly affect force systems. Fabrication-related issues such as trimming-induced variability (up to 36 percent deviation in moment) and material relaxation (22.9 percent force decay per cycle) were also identified, highlighting the importance of standardizing aligner production. These findings offer biologically and mechanically informed strategies to improve treatment efficiency and clinical predictability.