cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5145213
title: Platelet Contribution to Clot Strength in Thromboelastometry: Count, Function, or Both?

description: Dataset from the article Ranucci M, Di Dedda U, Baryshnikova E. Platelet Contribution to Clot Strength in Thromboelastometry: Count, Function, or Both? Platelets. 2020;31(1):88-93. doi: 10.1080/09537104.2019.1581920. Epub 2019 Mar 4. PMID: 30831043. Abstract In thromboelastometry (ROTEM<sup>TM</sup>) the difference in amplitude between the EXTEM and the FIBTEM is considered an index of platelet contribution to clot strength (PCS<sub>amp</sub>). The difference in elasticity (PCS<sub>el</sub>) is rarely used. We investigated the ability of PCS<sub>amp</sub> and PCS<sub>el</sub> in reflecting platelet count and function in 103 patients undergoing cardiac surgery, simultaneously measuring ROTEM and platelet function tests (multiple electrode aggregometry ADPtest and TRAPtest, Multiplate<sup>TM</sup>). PCS<sub>amp</sub> and PCS<sub>el</sub> were tested for association with platelet count and function. The PCS<sub>amp</sub> showed a low (R coefficient 0.32-0.39) association with platelet count and function (ADPtest), whereas the PCS<sub>el</sub> showed higher values of association (R coefficient 0.55-0.71) with the same variables. No association was found between PCS and TRAPtest. In a multivariable model, both the platelet count (R coefficient 0.60, P = 0.001) and the ADPtest (R coefficient 0.36, P = 0.001) were independently associated with the PCS<sub>el</sub>. The discrimination properties of the PCS<sub>el</sub> for the prediction of a low platelet count/function were very good (c-statistics 0.837). In clinical practice, the difference in elasticity between EXTEM and FIBTEM should replace the difference in amplitude.
DOI: 10.5281/zenodo.5145212
title: Platelet Contribution to Clot Strength in Thromboelastometry: Count, Function, or Both?

description: Dataset from the article Ranucci M, Di Dedda U, Baryshnikova E. Platelet Contribution to Clot Strength in Thromboelastometry: Count, Function, or Both? Platelets. 2020;31(1):88-93. doi: 10.1080/09537104.2019.1581920. Epub 2019 Mar 4. PMID: 30831043. Abstract In thromboelastometry (ROTEM<sup>TM</sup>) the difference in amplitude between the EXTEM and the FIBTEM is considered an index of platelet contribution to clot strength (PCS<sub>amp</sub>). The difference in elasticity (PCS<sub>el</sub>) is rarely used. We investigated the ability of PCS<sub>amp</sub> and PCS<sub>el</sub> in reflecting platelet count and function in 103 patients undergoing cardiac surgery, simultaneously measuring ROTEM and platelet function tests (multiple electrode aggregometry ADPtest and TRAPtest, Multiplate<sup>TM</sup>). PCS<sub>amp</sub> and PCS<sub>el</sub> were tested for association with platelet count and function. The PCS<sub>amp</sub> showed a low (R coefficient 0.32-0.39) association with platelet count and function (ADPtest), whereas the PCS<sub>el</sub> showed higher values of association (R coefficient 0.55-0.71) with the same variables. No association was found between PCS and TRAPtest. In a multivariable model, both the platelet count (R coefficient 0.60, P = 0.001) and the ADPtest (R coefficient 0.36, P = 0.001) were independently associated with the PCS<sub>el</sub>. The discrimination properties of the PCS<sub>el</sub> for the prediction of a low platelet count/function were very good (c-statistics 0.837). In clinical practice, the difference in elasticity between EXTEM and FIBTEM should replace the difference in amplitude.
DOI: 10.20375/0000-000e-6327-7
title: Kriminalpolitische Zeitschrift (KriPoZ) Ausgabe 1/2016
DOI: 10.20375/0000-000e-6328-6
title: § 217 StGB n.F.: Strafrecht unterliegt Kriminalpolitik
DOI: 10.20375/0000-000e-6329-5
title: Feinjustierung an einem stumpfen Schwert? Zu Verbesserungsmöglichkeiten der Führungsaufsicht de lege lata und de lege ferenda
DOI: 10.20375/0000-000e-632a-4
title: Die geplanten Änderungen der §§ 177, 179 StGB – ein kritischer Blick
DOI: 10.20375/0000-000e-632b-3
title: Nach der Reform des Unterbringungsrechts (§ 63 StGB) ist vor der Reform
DOI: 10.20375/0000-000e-632c-2
title: Überlegungen zu Strafanstalten und Gewinnerzielung
DOI: 10.20375/0000-000e-632d-1
title: Polizeiliche Gefahrenabwehr mit heimlichen Überwachungsmaßnahmen - Anm. zu BVerfG, Urt. v. 20.4.2016 – 1 BvR 966/09, 1 BvR 1140/09 – zum BKAG
DOI: 10.20375/0000-000e-632e-0
title: Kriminalpolitische Zeitschrift (KriPoZ) Ausgabe 2/2016
DOI: 10.20375/0000-000e-632f-f
title: Zur Reform der Tötungsdelikte (§§ 211 ff. StGB): Kritische Betrachtung von Reformbedarf und Reformvorschlägen
DOI: 10.20375/0000-000e-6330-c
title: Zwischenruf: § 103 StGB – ist das noch Recht oder kann das weg?
DOI: 10.20375/0000-000e-6331-b
title: Pferde, Würmer, Roboter, Zombies und das Strafrecht? Vom Sinn und Unsinn neuer Gesetze gegen den sog. digitalen Hausfriedensbruch
DOI: 10.20375/0000-000e-6332-a
title: Vorratsdatenspeicherung – Endlich?!
DOI: 10.20375/0000-000e-6333-9
title: Zum Regierungsentwurf der Reform der Vermögensabschöpfung
DOI: 10.20375/0000-000e-6334-8
title: Das reformierte Sexualstrafrecht – Ein Überblick über die vorgenommenen Änderungen
DOI: 10.20375/0000-000e-6335-7
title: Eilanträge gegen das Vorratsdatenspeicherungsgesetz erfolglos - BVerfG, Beschl. v. 8.6.2016 – 1 BvQ 42/15
DOI: 10.20375/0000-000e-6336-6
title: Wiederholung von Schmähkritik untersagt – Die Böhmermann Satire - LG Hamburg, Beschl. v. 17.5.2016 - 324 O 255/16
DOI: 10.15468/6qqw9m
title: Checklist of extant species recorded in Kulen Promtep Wildlife Sanctuary, Cambodia

description: A checklist of all extant species recorded in Kulen Promtep Wildlife Sanctuary, Preah Vihear Province, Cambodia. The dataset includes Khmer vernacular names.
DOI: 10.17632/3fhfsz5gv9.3
title: Supplementary data for manuscript 'Metabolomic data of germinated Bambara groundnut flour and starch extracted with two different solvents'

description: Raw and processed data of metabolites obtained from germinated Bambara groundnut flour and starch using GC-HRTOF-MS
DOI: 10.20375/0000-000e-6337-5
title: Kriminalpolitische Zeitschrift (KriPoZ) Ausgabe 3/2016
DOI: 10.20375/0000-000e-6338-4
title: Sinn und Unsinn der Strafbarkeit des Dopings – Eine Analyse
DOI: 10.20375/0000-000e-6339-3
title: Eine neue Ära im Gesundheitswesen – Was bringen die §§ 299a, 299b StGB?
DOI: 10.17632/bkvnsfgd4y.2
title: Bladder Cancer Exome Array Data

description: Exome Array Data from 1019 Han Chinese Bladder Cancer Cases
DOI: 10.17632/rkx9p7d3mc.1
title: Measuring Human Understandability of Global Post-hoc Explanations of Black-box Models

description: The dataset contains the data collected in a user study carried out to evaluate the impact of using domain knowledge, ontologies, in the creation of global post-hoc explanations of black-box models. The research hypothesis was that the use of ontologies could enhance the understandability of explanations by humans. To validate this research hypothesis we ran a user study where participants were asked to carry out several tasks. In each task, the answers, time of response, and user understandability and confidence were collected and measured. The data analysis revealed that the use of ontologies do enhance the understandability of explanations of black-box models by human users, in particular, in the form of decision trees explaining artificial neural networks.
DOI: 10.17632/rkx9p7d3mc.2
title: Understandability of Global Post-hoc Explanations of Black-box Models: Dataset and Analysis

description: The dataset contains the data collected in a user study carried out to evaluate the impact of using domain knowledge, ontologies, in the creation of global post-hoc explanations of black-box models. The research hypothesis was that the use of ontologies could enhance the understandability of explanations by humans. To validate this research hypothesis we ran a user study where participants were asked to carry out several tasks. In each task, the answers, time of response, and user understandability and confidence were collected and measured. The data analysis revealed that the use of ontologies do enhance the understandability of explanations of black-box models by human users, in particular, in the form of decision trees explaining artificial neural networks.
DOI: 10.17632/6zg59dvdcd.1
title: Trends in protected area representation of biodiversity and ecosystem services in five tropical countries

description: GIS data associated with Neugarten RA et al. 2020. Trends in protected area representation of biodiversity and ecosystem services in five tropical countries. Ecosystem Services 42:101078. Includes data from Cambodia, Guyana, Liberia, Madagascar, and Suriname Datasets included: country boundaries, protected areas in 2003 and 2017, biodiversity priority areas, forest cover in 2003 and 2015, forest carbon stocks, non-timber forest products, and freshwater ecosystem services
DOI: 10.17632/cbtk84r675.1
title: Modelo para Aferir a Hospitalidade a Bordo das Aeronaves do Transporte Aéreo Doméstico Brasileiro

description: Dados para análise fatorial exploratória para a composição do modelo de dados.
DOI: 10.17632/rkx9p7d3mc.3
title: Understandability of Global Post-hoc Explanations of Black-box Models: Dataset and Analysis

description: The dataset contains the data collected in a user study carried out to evaluate the impact of using domain knowledge, ontologies, in the creation of global post-hoc explanations of black-box models. The research hypothesis was that the use of ontologies could enhance the understandability of explanations by humans. To validate this research hypothesis we ran a user study where participants were asked to carry out several tasks. In each task, the answers, time of response, and user understandability and confidence were collected and measured. The data analysis revealed that the use of ontologies do enhance the understandability of explanations of black-box models by human users, in particular, in the form of decision trees explaining artificial neural networks.
DOI: 10.17632/cbtk84r675.2
title: Modelo para Aferir a Hospitalidade a Bordo das Aeronaves do Transporte Aéreo Doméstico Brasileiro

description: Dados para análise fatorial exploratória para a composição do modelo de dados.
DOI: 10.17632/md2bnfc5cw.1
title: Problem solving flexibility across early development
DOI: 10.17632/ztycfyrp28.2
title: Supplementary Information: Screening of Metallic Single-Replacements for Lead-free Perovskites with Intrinsic Photovoltaic Functionalities

description: Band gaps and Total Density of States for calculated lead-free perovskites
DOI: 10.34664/1608133
title: 13 TeV pp collisions, Exotics type, PYTHIA8 generator: tev13pp_pythia8_X1000toAB

description: Production of Wprime(1000 GeV, 10 GeV width) decaying to Zprime(500 GeV, 250 GeV width) and exotic W* (300 GeV, 150 GeV width). Zprime decays to e+e or mu+mu-; W* decays to two jets. W* was created from the SM W by changing the mass and width. The events are designed to study kinematics of events. The files use the A14 ATLAS tune with NNPDF23_lo_as_0130_qed. The luminosity was estimated from the first file and is not accurate for the entire dataset. All parameter settings and cross sections are included in the logfiles inside separate ProMC files.
DOI: 10.34664/1608134
title: 13 TeV pp collisions, Exotics type, PYTHIA8 generator: tev13pp_pythia8_X1000toABmet

description: Production of Wprime(1000 GeV, 10 GeV width) decaying to Zprime(500 GeV, 250 GeV width) and exotic W* (300 GeV, 250 GeV width). Zprime decays to 2 jets; W* decays to e+nu or mu+nu W* was created from the SM W by changing the mass and width. The events are designed to study kinematics of events. The files use the A14 ATLAS tune with NNPDF23_lo_as_0130_qed. The luminosity was estimated from the first file and is not accurate for the entire dataset. All parameter settings and cross sections are included in the logfiles inside separate ProMC files.
DOI: 10.17632/br6ssw7r3j.1
title: Выборка.Частичная

description: Дивидендные выплаты российских компаний и необходимые данные для построения модели. Часть
DOI: 10.17632/tz5zwgs85v.1
title: Micro X-ray CT images of two cores (Original and Filtered)

description: The micro x-ray CT images of two rock samples have been reconstructed. The data type of images: uint8 Spatial Resolution: 1.2 micrometer/voxel Size: 400X400X400 The reconstructed or "Original" images are suffering from existence of artifacts, roundoff errors, and different types of visual or mathematical noises in the reconstructed CT images. Each image has been applied with a series of bandpass and bilateral filters.
DOI: 10.17632/3wcks9kmzn.1
title: Butterfly larvae in maize field margins

description: Butterfly larvae were sampled in field margins at maize anthesis. Larvae were sampled at peak maize anthesis, in maize field margins in Lleida in 2013; two separate anthesis periods were contemplated according to planting date of the maize crops. The first maize crop planted around 15-March to 15-April flowers in July (anthesis I), the second maize crop planted around 15-May to 15-June following harvest of winter cereal, flowers in August (anthesis II). Ten and twelve sites were sampled at each anthesis period, selecting 100 m of two different field margins. All potential larval host plants of butterflies were sampled. The preferred sampling methodology was visual inspection, but in some cases beating sampling was applied. Plant dimensions, sampling method and sampling time were recorded. All Lepidoptera larvae were collected, reared at the laboratory to adult, and identified to species if possible following literature. The excel files show the mean number of butterfly and moth larvae recorded at each sampling site (per 100 m margin). Other information given includes the total plant area sampled and the time spent searching the larval host plants per site.
DOI: 10.17632/673p74wh5y.1
title: Examining metrics for fatigue life predictions of additively manufactured IN718 via crystal plasticity modeling including the role of simulation volume and microstructural constraints

description: The raw data required to reproduce the probability of failure results ( Especially, Figures 8,11, and 12) in this paper are compiled in the form of an attached excel file. The reader can find the data stored in three separate sheets within the excel file attached.
DOI: 10.17632/pdk35p9ytj.1
title: Diploma data

description: Данные для эконометрического моделирования премии за поглощение
DOI: 10.17632/zmz9kw3cb3.1
title: Characterization of nanocrystalline Ni-P alloy coatings electrodeposited at various current densities

description: this Data reveals all results founded in this research paper
DOI: 10.17632/yhs2hskx9r.2
title: CACNA1S haploinsufficiency confers resistance to New World arenavirus infection

description: Primary and raw data from the manuscript "CACNA1S haploinsufficiency confers resistance to New World arenavirus infection"
DOI: 10.17632/zmz9kw3cb3.2
title: Characterization of nanocrystalline Ni-P alloy coatings electrodeposited at various current densities

description: this Data reveals all results founded in this research paper
DOI: 10.21227/fksk-0446
title: Noise Data Base (iNoise)

description: A collection of India specific real-world noise collected over a period of couple of months. The data was collected using a Dialogic CTI card. Most of the data was collected using a variety of mobile phone on a variety of mobile networks. There are 130 outdoor noise files and 190 indoor noise files each of duration approximately between 50 and 60 seconds. A total of 15113 seconds of noise data (9114 seconds of indoor and 5998 seconds of outdoor noise data). [0?] outdoor 01 (Travel in) Auto-rickshaw 02 (Travel in) Bus 03 (Besides) Highway 04 Railway station 05 (Busy) Street [5?] indoor 51 Airport 52 Cafeteria 53 Car 54 Home 55 Mall 56 (Travel in) Train 57 Workplace 99 Ambiguous (when they were not very sure of the environment that they were in)
DOI: 10.21227/4nz9-z573
title: Noise Data Base (iNoise)

description: A collection of India specific real-world noise collected over a period of couple of months. The data was collected using a Dialogic CTI card. Most of the data was collected using a variety of mobile phone on a variety of mobile networks. There are 130 outdoor noise files and 190 indoor noise files each of duration approximately between 50 and 60 seconds. A total of 15113 seconds of noise data (9114 seconds of indoor and 5998 seconds of outdoor noise data). [0?] outdoor 01 (Travel in) Auto-rickshaw 02 (Travel in) Bus 03 (Besides) Highway 04 Railway station 05 (Busy) Street [5?] indoor 51 Airport 52 Cafeteria 53 Car 54 Home 55 Mall 56 (Travel in) Train 57 Workplace 99 Ambiguous (when they were not very sure of the environment that they were in)
DOI: 10.21227/7khb-7978
title: Corona Virus (COVID-19) Tweets Dataset

description: Tweets Counter: 17,713,153This dataset includes CSV files which contain the tweet IDs. The tweets have been collected by the LSTM model deployed here at sentiment.live. The model monitors the real-time Twitter feed for corona virus-related tweets. As per the Twitter Developer Policy, it is not possible for me to provide information other than the Tweet IDs (this dataset has been completely re-designed on March 20, 2020, to comply with data sharing policies set by Twitter). Note: This dataset should be solely used for non-commercial research purpose (ignore every other LICENSE category given in this page).Schema of the CSV files: First column: tweet ID, Second column: Sentiment score for the particular tweet.Files details (Tweets collected in GMT+0; Local time mentioned below: GMT+5:45):corona_tweets_01.csv: 831,327 tweets (March 20, 2020 01:37 AM - March 20, 2020 10:28 AM)corona_tweets_02.csv: 870,924 tweets (March 20, 2020 10:31 AM - March 20, 2020 09:43 PM)corona_tweets_03.csv: 773,729 tweets (March 20, 2020 09:49 PM - March 21, 2020 09:25 AM)corona_tweets_04.csv: 1,233,340 tweets (March 21, 2020 09:27 AM - March 22, 2020 07:46 AM)corona_tweets_05.csv: 1,782,157 tweets (March 22, 2020 07:50 AM - March 23, 2020 09:08 AM)corona_tweets_06.csv: 1,771,295 tweets (March 23, 2020 09:11 AM - March 24, 2020 11:35 AM)corona_tweets_07.csv: 1,479,651 tweets (March 24, 2020 11:42 AM - March 25, 2020 11:43 AM)corona_tweets_08.csv: 1,272,592 tweets (March 25, 2020 11:47 AM - March 26, 2020 12:46 PM)corona_tweets_09.csv: 1,091,429 tweets (March 26, 2020 12:51 PM - March 27, 2020 11:53 AM)corona_tweets_10.csv: 1,172,013 tweets (March 27, 2020 11:56 AM - March 28, 2020 01:59 PM)corona_tweets_11.csv: 1,141,210 tweets (March 28, 2020 02:03 PM - March 29, 2020 04:01 PM)----- March 29, 2020 04:05 PM - March 30, 2020 12:30 PM -- Some folk(s) messed around with the server. Tweets for this period won't be available. However, I'll be continuing adding the new Tweet IDs. Some preventive measures have been taken. Sorry for the inconvenience. -----corona_tweets_12.csv: 793,417 tweets. (March 30, 2020 02:01 PM - March 31, 2020 10:16 AM)corona_tweets_13.csv: 1,029,294 tweets (March 31, 2020 10:20 AM - April 01, 2020 10:59 AM)corona_tweets_14.csv: 920,076 tweets (April 01, 2020 11:02 AM - April 02, 2020 12:19 PM)corona_tweets_15.csv: 826,271 tweets (April 02, 2020 12:21 PM - April 03, 2020 02:38 PM)corona_tweets_16.csv: 612,512 tweets (April 03, 2020 02:40 PM - April 04, 2020 11:54 AM)To make it easy for the NLP researchers to get access to the sentiment analysis of each collected tweet, the sentiment score out of TextBlob [1] has been appended as the second column. New databases will be added to this dataset every day. Bookmark this page for further updates. [1] https://textblob.readthedocs.io/en/dev/
DOI: 10.21227/k6ht-y623
title: IoT Gateway Architecture

description: IoT Gateway Architecture
DOI: 10.21227/czc7-q798
title: IoT Gateway Architecture

description: IoT Gateway Architecture
DOI: 10.18112/openneuro.ds002681.v1.0.0
title: Decoding Visual Invariance Task
DOI: 10.14457/tu.the.2018.1654
title: THAAD installation in South Korea: analysis through rational actor model

description: South Korea and China have established diplomatic relations since 1992. The relations have always been positive, despite their different ideology, and even better during Park Geun Hye and Xi Jin Ping presidencies since 2013, from having the same historical enemy. The two leaders wanted East Asia to become peaceful and worry-free. Yet, North Korea has always been a main topic in the talks between ROK-PRC on security, because of the weapons of mass destruction threat. During Park’s early period she decided to tilt toward China for trading and moved away from US but still kept an arm-length relationship. However, from mid-2015, the relationship started to show friction as South Korea accepted U.S.’ defensive weapon system, THAAD. The act showed that South Korea did not trust China and despite their cooperation on economics they decided to accept U.S.’ security shield. Park’s decision was not based on security dimensions alone, as US economic benefits alone would be a positive impact and a continuation of trade with a traditional ally. This paper aims to find Park’s reasons for accepting THAAD, despite knowing it would hurt economic relations with China which was not based on security reasons alone, as economic benefit also plays a big part on changing Park’s decision.
DOI: 10.14457/tu.the.2019.24
title: สมบัติการนำความร้อนของแคปซูลหุ้มวัสดุเปลี่ยนเฟสไขอ้อยคอมโพสิตกับนาโนอลูมินา

description: ไมโครแคปซูลหุ้มวัสดุเปลี่ยนเฟส เตรียมจากกระบวนการเอนแคปซูเลทด้วยเทคนิคโคเอเซอร์เวชัน (Coacervation) ซึ่งวัสดุเปลี่ยนเฟสประกอบด้วยไขอ้อยที่เติมด้วยอนุภาคนาโน Al2O3 เป็นวัสดุแกน โดยห่อหุ้มด้วยคอมโพสิตของเจลาตินและกัมอาราบิกเป็นวัสดุเปลือก (Shell) เพื่อปกป้องการรั่วไหลของไขอ้อย การศึกษานี้มีวัตถุประสงค์เพื่อปรับปรุงสมบัติทางความร้อนของไมโครแคปซูลหุ้มวัสดุเปลี่ยนเฟสคอมโพสิต โดยอาศัยการศึกษาพารามิเตอร์สำหรับการเตรียมเปลือกหุ้มวัสดุเปลี่ยนเฟสนาโนไขอ้อย ได้แก่ อัตราส่วนระหว่างเจลาตินและกัมอาราบิก รวมถึงระยะเวลาในการก่อตัวของแคปซูล จากการศึกษาอัตราส่วนโดยมวล 1:1 เจลาตินต่อกัมอาราบิกซึ่งมีค่าความเป็นประจุลบของกัมอาราบิกน้อยที่สุดมีผลทำให้ขนาดอนุภาคใหญ่ขึ้น นอกจากนี้พบว่าพารามิเตอร์ต่าง ๆ ไม่ได้ส่งผลอย่างมีนัยสำคัญกับอุณหภูมิที่เปลี่ยนวัฏภาค ของวัสดุเปลี่ยนเฟสนาโนไขอ้อยซึ่งอยู่ในช่วง 68.5-69.0°C ไมโครแคปซูลหุ้มวัสดุเปลี่ยนเฟสคอมโพสิตที่เตรียมจากอัตราส่วนโดยมวล 1:1 เจลาตินต่อกัมอาราบิก โดยใช้เวลาการก่อตัวของแคปซูลเท่ากับ 45 นาที ให้ค่าความร้อนแฝงสูงที่สุดที่ 143.23 J/g ถูกนำมาทดสอบเพื่อลดความเสี่ยงในการเกิดการสะสมความร้อนที่มากเกินไปของแผงเซลล์แสงอาทิตย์ ความหนาของไมโครแคปซูลหุ้มวัสดุเปลี่ยนเฟสคอมโพสิตที่มีค่าความจุความร้อนเท่ากับ 2.86 J/g·°C มีผลต่อสมรรถนะการกักเก็บและปลดปล่อยพลังงานความร้อนและเถียรภาพทางความร้อน เมื่อเพิ่มความหนาของไมโครแคปซูลหุ้มวัสดุเปลี่ยนเฟสคอมโพสิตจาก 4 เป็น 7 mm สามารถลดอุณหภูมิพื้นผิวของแผ่นกระจกด้านบนแผงเซลล์แสงอาทิตย์ได้สูงสุดร้อยละ 4 และเพิ่มกำลังการผลิตไฟฟ้าสูงสุดร้อยละ 12 เนื่องจากความสามารถในการกักเก็บพลังงานความร้อนของไมโครแคปซูลหุ้มวัสดุเปลี่ยนเฟสคอมโพสิตที่เพิ่มขึ้น โดยที่ค่าสัมประสิทธิ์การนำความร้อนของไมโครแคปซูลหุ้มวัสดุเปลี่ยนเฟสคอมโพสิตสามารถคำนวณได้จากสมการสมดุลความร้อนหนึ่งมิติ ภายใต้สภาวะคงตัว ขึ้นอยู่กับอุณหภูมิพื้นผิว ณ ความหนาใด ๆ การทำนายค่าค่าสัมประสิทธิ์การนำความร้อนของไมโครแคปซูลหุ้มวัสดุเปลี่ยนเฟสคอมโพสิตจากสมการถดถอยแบบกฎยกกำลังไม่เป็นเชิงเส้นระหว่างค่าสัมประสิทธิ์การนำความร้อนกับอุณหภูมิพื้นผิวสอดคล้องกับผลการทดลอง