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2020

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A Quantum Algorithm For Automata Encoding, Edison Tsai, Marek Perkowski Jan 2020

A Quantum Algorithm For Automata Encoding, Edison Tsai, Marek Perkowski

Electrical and Computer Engineering Faculty Publications and Presentations

Encoding of finite automata or state machines is critical to modern digital logic design methods for sequential circuits. Encoding is the process of assigning to every state, input value, and output value of a state machine a binary string, which is used to represent that state, input value, or output value in digital logic. Usually, one wishes to choose an encoding that, when the state machine is implemented as a digital logic circuit, will optimize some aspect of that circuit. For instance, one might wish to encode in such a way as to minimize power dissipation or silicon area. For …


An Extended Approach For Generating Unitary Matrices For Quantum Circuits, Zhiqiang Li, Wei Zhang, Gaoman Zhang, Juan Dai, Jiajia Hu, Marek Perkowski, Xiaoyu Song Jan 2020

An Extended Approach For Generating Unitary Matrices For Quantum Circuits, Zhiqiang Li, Wei Zhang, Gaoman Zhang, Juan Dai, Jiajia Hu, Marek Perkowski, Xiaoyu Song

Electrical and Computer Engineering Faculty Publications and Presentations

In this paper, we do research on generating unitary matrices for quantum circuits automatically. We consider that quantum circuits are divided into six types, and the unitary operator expressions for each type are offered. Based on this, we propose an algorithm for computing the circuit unitary matrices in detail. Then, for quantum logic circuits composed of quantum logic gates, a faster method to compute unitary matrices of quantum circuits with truth table is introduced as a supplement. Finally, we apply the proposed algorithm to different reversible benchmark circuits based on NCT library (including NOT gate, Controlled-NOT gate, Toffoli gate) and …


Introduction To The Design And Simulation Of Reflectionless Filters, G. Lemire, Branimir Pejcinovic Jan 2020

Introduction To The Design And Simulation Of Reflectionless Filters, G. Lemire, Branimir Pejcinovic

Electrical and Computer Engineering Faculty Publications and Presentations

One novel approach to improving filter performance is to use so-called reflectionless filters which have recently been proposed. In this paper we demonstrate how to design, simulate and manufacture a reference reflectionless low-pass filter with the corner frequency of 188 MHz. We have found very good agreement between measurements, simulations, and published data, which validates our implementation of the design procedure. We have also designed a comparable diplexer so that we can examine the relative advantages and disadvantages of the reflectionless filters vs. diplexers. Measurements, simulations and published data, all agree very well in this case as well. This agreement …


Examining Doctoral Student Development Of A Researcher Identity: Using The Draw A Researcher Test, Micki M. Caskey, Dannelle D. Stevens, Marie Yeo Jan 2020

Examining Doctoral Student Development Of A Researcher Identity: Using The Draw A Researcher Test, Micki M. Caskey, Dannelle D. Stevens, Marie Yeo

Education Faculty Publications and Presentations

With a core identity as working professionals, education doctoral students struggle with seeing themselves as researchers. Because research is essential in a doctoral program, the sooner doctoral students include researcher as an identity, the smoother and more successful their journey will be. To support doctoral student researcher identity development, we focused on scaffolding and embedding academic writing experiences in the first year seminar in a U.S. doctoral program. The purpose of this study was to describe and explain doctoral students’ development of a researcher identity as measured by the Draw-a-Researcher Test (DART). In the fall and spring, we collected drawings …


Tigard-Tualatin School District Enrollment Forecast 2020-21 To 2029-30, Portland State University. Population Research Center, Charles Rynerson, Joshua Ollinger Jan 2020

Tigard-Tualatin School District Enrollment Forecast 2020-21 To 2029-30, Portland State University. Population Research Center, Charles Rynerson, Joshua Ollinger

School District Enrollment Forecast Reports

This report presents the results of a demographic study conducted by the Portland State University Population Research Center (PRC) for the Tigard‐Tualatin School District (TTSD). The study includes analyses of population, housing and enrollment trends affecting the District in recent years, estimates of the impacts of housing development on TTSD enrollment, and forecasts of district‐wide and individual school enrollments for the 2020‐21 to 2029‐30 school years.


Pistis, Persuasion, And Logos In Aristotle, Owen Goldin Jan 2020

Pistis, Persuasion, And Logos In Aristotle, Owen Goldin

Philosophy Faculty Research and Publications

The core sense of pistis as understood in Posterior Analytics, De Anima, and the Rhetoric is not that of a logical relation in which cognitively grasped propositions stand in respect to one another, but the result of an act of socially embedded interpersonal communication, a willing acceptance of guidance offered in respect to action. Even when pistis seems to have an exclusively epistemological sense, this focal meaning of pistis is implicit; to have pistis in a proposition is to willingly accept that proposition as a basis for some kind of activity (albeit possibly theoretical) as a result of some kind …


Rememory, Walidah Imarisha Jan 2020

Rememory, Walidah Imarisha

Black Studies Faculty Publications and Presentations

Short Story Summary

Set in a future world where those who believe in liberation have set up autonomous zones across the United States, teen Ayo contemplates her place in this society without prisons and police. While her chosen sibling Essakai is fighting to free more territories, Ayo decides to journey into the Rememory, the collective consciousness of past Black liberation movements, to find out what her role in creating these new just worlds should be.

Foreword to Black Freedom Beyond Borders: Memories of Abolition Day

There are times when our lived reality feels stranger than science fiction - a viral …


Digital Storytelling As An Astronomy Disciplinary Literacy Enhancement Approach For Adolescent Kyrgyzstani Efl Students, Nadezhda Chubko Jan 2020

Digital Storytelling As An Astronomy Disciplinary Literacy Enhancement Approach For Adolescent Kyrgyzstani Efl Students, Nadezhda Chubko

Theses: Doctorates and Masters

This research explored the impact of a digital storytelling (DST) video-making intervention in an astronomy course (STEM-A) on EFL students’ STEM-A disciplinary literacy acquisition in English. The research was motivated by the increased significance of English as an international language of STEM instruction and addressed the transition between discourses encountered by students learning STEM in a foreign language.

The study was designed and implemented as a mixed methods four-cycle action research with multiple Case Study, multiple-probe quasi-experimental design. In the first cycle, the researcher transitioned from a teacher of English to speakers of other languages (TESOL) to a teacher of …


Educational And Psychosocial Development Of Adolescents In Specialist Sport Programs In Low Ses Areas Of Perth, Western Australia, Eibhlish Máire Bridget O'Hara Jan 2020

Educational And Psychosocial Development Of Adolescents In Specialist Sport Programs In Low Ses Areas Of Perth, Western Australia, Eibhlish Máire Bridget O'Hara

Theses: Doctorates and Masters

Adolescents from low socio–economic (SES) backgrounds are more vulnerable, experience more physical and mental health problems, and often do not have as many positive educational outcomes as adolescents from higher SES backgrounds (Totten, 2007). Most research examining youth recreational activities, such as sport programs, demonstrate the positive influence they can have, especially for adolescents living in low SES neighbourhoods (National Research Council and Institute of Medicine, 2002). However, adolescents living in low SES neighbourhoods often have limited access to such programs (Leventhal, Dupéré, Brooks-Gunn, 2009). As such, it is important to find alternate ways for adolescents living in low SES …


Intercultural Communication Competence In Upper Primary Students: International Collaboration Case Studies Using Web 2.0 Technologies, Rebecca Louise Duyckers Jan 2020

Intercultural Communication Competence In Upper Primary Students: International Collaboration Case Studies Using Web 2.0 Technologies, Rebecca Louise Duyckers

Theses: Doctorates and Masters

Globalisation has seen our world become increasingly interconnected through the rapid expansion of digital technologies. Intercultural communication competence is a key aspect of global competence for young people to develop their skills, values and behaviours as global citizens. The rapid expansion of the social web (Web 2.0) enables teachers to create rich authentic learning experiences that foster the development of students’ intercultural communication competence through synchronous and asynchronous web tools. The inclusion of these learning experiences engage students beyond the traditional classroom, enabling them to improve and advance 21st Century skills of collaboration, critical and creative thinking, perseverance, interpretation and …


Biochemistry 2, Steelman Library, Todd Schraw Dr Jan 2020

Biochemistry 2, Steelman Library, Todd Schraw Dr

Syllabus Repository

No abstract provided.


Exploring The Curricular Content Of Engineering Ethics Education In Ireland, Diana Adela Martin, Eddie Conlon, Brian Bowe Jan 2020

Exploring The Curricular Content Of Engineering Ethics Education In Ireland, Diana Adela Martin, Eddie Conlon, Brian Bowe

Conference papers

Our contribution aims to determine the main curricular themes employed in engineering ethics instruction. In the use of the term `curricular content", the study is guided by an understanding of curriculum in terms of the syllabus content of a specific discipline or set of units taught to students. The research study has been conducted in cooperation with the national accrediting body Engineers Ireland and includes 23 Engineering programmes from 6 institutions in Ireland that underwent accreditation between 2017-2019. The research method employed is a documentary analysis of the materials prepared by the programmes for accreditation or made available on the …


Cu(Ii) Phenanthroline-Phenazine Complexes Dysregulate Mitochondrial Function And Stimulate Apoptosis, Garret Rochford, Zara Molphy, Kevin Kavanagh, Malachy Mccann, Michael Devereux, Andrew Kellett, Orla L. Howe Jan 2020

Cu(Ii) Phenanthroline-Phenazine Complexes Dysregulate Mitochondrial Function And Stimulate Apoptosis, Garret Rochford, Zara Molphy, Kevin Kavanagh, Malachy Mccann, Michael Devereux, Andrew Kellett, Orla L. Howe

Articles

Herein we report an in-depth study on the cytotoxic mechanism of action of four developmental cytotoxic copper(II) complexes: [Cu(phen)2]2+ (Cu-Phen); [Cu(DPQ)(Phen)]2+ (Cu-DPQ-Phen); [Cu(DPPZ)(Phen)]2+; and [Cu(DPPN)(Phen)]2+ (where Phen = 1,10-phenanthroline, DPQ = dipyrido[3,2-f:20,30-h]quinoxaline, DPPZ = dipyrido[3,2-a:20,30-c]phenazine, and DPPN = benzo[i]dipyrido[3,2-a:20,30-c]phenazine). This complex class is known for its DNA intercalative properties and recent evidence—derived from an in vivo proteomic study—supports the potential targeting of mitochondrial function. Therefore, we focused on mitochondrial-mediated apoptosis related to cytotoxic activity and the potential impact these agents have on mitochondrial function. The Cu(II) complexes demonstrated superior activity regardless of aromatic extension within the phenazine ligand to the …


Birefringent Optofluidic Gratings, Sergio Calixto, Jose L. Garcia-Cordero, Diana F. Cedillo-Alcantar, Izabela Naydenova, Guillermo Garnica Jan 2020

Birefringent Optofluidic Gratings, Sergio Calixto, Jose L. Garcia-Cordero, Diana F. Cedillo-Alcantar, Izabela Naydenova, Guillermo Garnica

Articles

A set of parallel microfluidic channels behaving as a diffraction grating operating in the Raman-Nath regime has been fabricated and studied. The diffraction efficiency of such structure can be tuned by selecting a liquid with a particular refractive index and/or optical anisotropy. Alternatively the optical properties of the liquid can be characterised by measuring the diffraction efficiency and the state of polarization of the diffracted beam. In this work, the microfluidic channels under study have been filled with penicillin molecules dissolved in water. Due to the chirality of the penicillin, the liquid has been found to have circular birefringence of …


Evaluating The Impact Of Defeasible Argumentation As A Modelling Technique For Reasoning Under Uncertainty, Lucas Rizzo Jan 2020

Evaluating The Impact Of Defeasible Argumentation As A Modelling Technique For Reasoning Under Uncertainty, Lucas Rizzo

Doctoral

Limited work exists for the comparison across distinct knowledge-based approaches in Artificial Intelligence (AI) for non-monotonic reasoning, and in particular for the examination of their inferential and explanatory capacity. Non-monotonicity, or defeasibility, allows the retraction of a conclusion in the light of new information. It is a similar pattern to human reasoning, which draws conclusions in the absence of information, but allows them to be corrected once new pieces of evidence arise. Thus, this thesis focuses on a comparison of three approaches in AI for implementation of non-monotonic reasoning models of inference, namely: expert systems, fuzzy reasoning and defeasible argumentation. …


Development Of Assessment Tools Of Package/Product Systems For A Sustainable Food Chain, Kompal Joshi Jan 2020

Development Of Assessment Tools Of Package/Product Systems For A Sustainable Food Chain, Kompal Joshi

Doctoral

Post-harvest life of fresh produce is limited due to high metabolic activity and microbial spoilage. Modified atmosphere packaging (MAP) has proven to be one of the most effective techniques to extend the shelf life of fresh produce commercially. Obtaining of an optimum concentration of oxygen and carbon dioxide inside the package depends upon the product properties, the environmental conditions of the cold chain, the permeable film, some of which are subjected to natural variability during the food distribution chain. This variability may generate produce that is out of specification that will lead to food waste. Uncertainty analysis of this problem …


Identifying And Disentangling Interleaved Activities Of Daily Living From Sensor Data, Eoin Rogers Jan 2020

Identifying And Disentangling Interleaved Activities Of Daily Living From Sensor Data, Eoin Rogers

Doctoral

Activity discovery (AD) refers to the unsupervised extraction of structured activity data from a stream of sensor readings in a real-world or virtual environment. Activity discovery is part of the broader topic of activity recognition, which has potential uses in fields as varied as social work and elder care, psychology and intrusion detection. Since activity recognition datasets are both hard to come by, and very time consuming to label, the development of reliable activity discovery systems could be of significant utility to the researchers and developers working in the field, as well as to the wider machine learning community.

This …


Self-Reported Data For Mental Workload Modelling In Human-Computer Interaction And Third-Level Education, Lucas Rizzo, Luca Longo Jan 2020

Self-Reported Data For Mental Workload Modelling In Human-Computer Interaction And Third-Level Education, Lucas Rizzo, Luca Longo

Articles

Mental workload (MWL) is an imprecise construct, with distinct definitions and no predominant measurement technique. It can be intuitively seen as the amount of mental activity devoted to a certain task over time. Several approaches have been proposed in the literature for the modelling and assessment of MWL. In this paper, data related to two sets of tasks performed by participants under different conditions is reported. This data was gathered from different sets of questionnaires answered by these participants. These questionnaires were aimed at assessing the features believed by domain experts to influence overall mental workload. In total, 872 records …


An Empirical Evaluation Of The Inferential Capacity Of Defeasible Argumentation, Non-Monotonic Fuzzy Reasoning And Expert Systems, Lucas Rizzo, Luca Longo Jan 2020

An Empirical Evaluation Of The Inferential Capacity Of Defeasible Argumentation, Non-Monotonic Fuzzy Reasoning And Expert Systems, Lucas Rizzo, Luca Longo

Articles

Several non-monotonic formalisms exist in the field of Artificial Intelligence for reasoning under uncertainty. Many of these are deductive and knowledge-driven, and also employ procedural and semi-declarative techniques for inferential purposes. Nonetheless, limited work exist for the comparison across distinct techniques and in particular the examination of their inferential capacity. Thus, this paper focuses on a comparison of three knowledge-driven approaches employed for non-monotonic reasoning, namely expert systems, fuzzy reasoning and defeasible argumentation. A knowledge-representation and reasoning problem has been selected: modelling and assessing mental workload. This is an ill-defined construct, and its formalisation can be seen as a reasoning …


Assessing The Integration Of Ict Resources In Teaching And Learning In Selected Senior Secondary Schools In Cape Coast Metropolis, Kwaku Anhwere Barfi Mr., Alexander Amenu Mr, Valentina Arkorful Dr. Jan 2020

Assessing The Integration Of Ict Resources In Teaching And Learning In Selected Senior Secondary Schools In Cape Coast Metropolis, Kwaku Anhwere Barfi Mr., Alexander Amenu Mr, Valentina Arkorful Dr.

Library Philosophy and Practice (e-journal)

Despite the effort Government and other stakeholders are making to support Ghanaian senior high schools in information and communication technology (ICT), most of the schools are teaching ICT as an isolated subject rather than integrating the ICT resources into the educational curriculum to improve teaching and learning. The objective of the study was to assess the integration of ICT resources in teaching and learning in senior secondary schools in the Cape Coast metropolis. A total of 270 respondents took part in the survey. Five senior secondary schools were selected. This comprised of teachers and students. Random sampling was used to …


Global Research Productivity In Nuclear Waste Management: A Scientometric Analysis, Fayaz Ahmad Loan, Ufaira Yaseen Jan 2020

Global Research Productivity In Nuclear Waste Management: A Scientometric Analysis, Fayaz Ahmad Loan, Ufaira Yaseen

Library Philosophy and Practice (e-journal)

Scientometrics has emerged as one of the prominent and fast-growing fields in the Library and Information Sciences. The present study also deals with the scientometric aspect of one of the prominent fields of Nuclear Science and Technology i.e. Nuclear Waste Management. The data for the said study has been collected from the Web of Science database over the period 1989-2019. The results reveal that a total of 1824 publications have been published on Nuclear Waste Management and the highest number has been contributed by the USA (23.7%) of the total global output. Most of the Nuclear Waste Management literature …


Examining The Scientific Productivity Of Authors In Dyslexia Research: A Study Using Lotka’S Law, Muneer Ahmad, Dr. M.Sadik Batcha Jan 2020

Examining The Scientific Productivity Of Authors In Dyslexia Research: A Study Using Lotka’S Law, Muneer Ahmad, Dr. M.Sadik Batcha

Library Philosophy and Practice (e-journal)

Dyslexia, or a reading disability, occurs when an individual has significant difficulty with speed and accuracy of word decoding. Comprehension of text and spelling are also affected. The diagnosis of dyslexia involves the use of reading tests, but the continuum of reading performance means that any cut off point is arbitrary. The IQ score does not play a role in the diagnosis of dyslexia. The cognitive difficulties of dyslexics include problems with speech perception, recognizing and manipulating the basic sounds in a language, language memory, and learning the sounds of letters. Dyslexia is a neurological condition with a genetic basis. …


Accessibility And Use Of Institutional Repository Among Research Scholars: A Case Of Comsats Institute Of Information Technology, Lahore, Abdul Jabbar, Saqib Ur Rehman, Muhammad Amir Hashmi Jan 2020

Accessibility And Use Of Institutional Repository Among Research Scholars: A Case Of Comsats Institute Of Information Technology, Lahore, Abdul Jabbar, Saqib Ur Rehman, Muhammad Amir Hashmi

Library Philosophy and Practice (e-journal)

The study aimed to explore the level of accessibility and use of Institutional Repository (IR) among research scholars. It has also investigated the difference of opinion on the basis of participants’ gender, age and qualification. Further, the need of training and guidance to make effective use of IR has also incorporated. Survey based on questionnaire was employed to collected data from M. Phil. and PhD scholars studying at seven departments of COMSATS Institute of Information Technology, Lahore. The results showed that research scholars are accessing IR infrequently and they have limited access to the publications. They have accessed the IR …


Highly Cited Publications Of Selected Indian Institutes Of Technology (Iits): A Bibliometric Study, Shipra Awasthi, Shiva Kanaujia Sukula Jan 2020

Highly Cited Publications Of Selected Indian Institutes Of Technology (Iits): A Bibliometric Study, Shipra Awasthi, Shiva Kanaujia Sukula

Library Philosophy and Practice (e-journal)

The study highlights the highly cited publications published by selected five Indian Institutes of Technology (IITs) during the period 2010-2020. The IITs are the institutes of eminence and produced the quality scholarly output. They always occupy top positions in the ranking of institutions by different agencies. The data has been collected from the Essential Science Indiactor (ESI) which is a tool of Web of Science database. A total of 468 highly cited articles have been downloaded and analysed. The various parameters considered for the study are the year-wise distribution of articles, subject-wise distribution; the renowned journals published these articles, and …


An Assessment Of Open Educational Resources By Students In Selected Academic Institutions In Southwest, Nigeria, Njeze Miracle Jan 2020

An Assessment Of Open Educational Resources By Students In Selected Academic Institutions In Southwest, Nigeria, Njeze Miracle

Library Philosophy and Practice (e-journal)

This paper examined assessment of Open Educational Resources (OER) by students in selected Academic Institutions in Southwest Nigeria. A descriptive research design was used for this study and the instrument used for data collection was the questionnaire. The population of this study comprised two hundred and fifty two respondents from selected academic institutions and a stratified sampling technique was used to select respondents from each of the nine institutions investigated. This study assessed the use of Open Educational Resources by students in nine academic institutions in Nigeria which comprised (Federal, State and Private Universities; Polytechnics; and Colleges of Education) in …


Trends Of Publications In Peshawar Islamicus Research Journal: A Bibliometric Study From 2010- 2020, Mohammad Hussain, Ms. Saddiqa Jan 2020

Trends Of Publications In Peshawar Islamicus Research Journal: A Bibliometric Study From 2010- 2020, Mohammad Hussain, Ms. Saddiqa

Library Philosophy and Practice (e-journal)

This paper presents a bibliometric analysis of “Peshawar Islamicus” a research journal published by the Department of Islamiyat, University of Peshawar, Pakistan. The analysis covers authorship pattern, gender-wise distribution, number of articles, paper length, most prolific authors, number of references and department wise distribution etc. The data was collected from different issues of the journal which was analyzed by using MS Access and MS Excel 2016. The study found that 290 articles were published from 2010 to 2020 and highest numbers of articles (34) were published in 2019. The trend of male and two author was dominant, the volume of …


Users’ Perception Of Print Media Retention In A Digital Era., Obia Inyang, Margaret Umoh Dr Jan 2020

Users’ Perception Of Print Media Retention In A Digital Era., Obia Inyang, Margaret Umoh Dr

Library Philosophy and Practice (e-journal)

Print media usage presented some important qualities overtime, which have made it an advantageous medium of study regardless of the technological advancements of the contemporary times popularly described as the information age. The value, as perceived by scholars in training (users of academic libraries especially), were sort by this research to analyze why prints are still glamour for, in a digital era with all the improvements made by digital adoptions. This study revealed that 378 respondents returned their questionnaire copies out of the 500 sent out and constituted 75.6% returns. Results for objective 1, revealed among others that, clients’ have …


Measuring Growth And Impact Of Neuroscience Researches In India: A Scientometric Analysis Based On Scopus, Vinod Kumar Gautam Mr., Rajani Mishra Jan 2020

Measuring Growth And Impact Of Neuroscience Researches In India: A Scientometric Analysis Based On Scopus, Vinod Kumar Gautam Mr., Rajani Mishra

Library Philosophy and Practice (e-journal)

Present study focuses on growth of neuroscience research in India and its impact on scholarly world. Total 4812 data were collected from Scopus database for the period of 2004-2018. Analysis of the data revealed considerable increase in Annual Growth Rate in neuroscience research with 10.52% CAGR for the entire period. Relative Growth Rate (RGR) was increasing with minor fluctuations i.e. growth in Neuroscience research is not exponential ratio rather than it is arithmetic ratio and Doubling Time is similar to RGR. Trend (Least Square) of the neuroscience publications showed an increase trend during the study period. But the prediction of …


Integration Of Dmaic With Library Acquisition: A Phenomenal Approach, Dr. Abdulaziz Ibrahim Alomran Dr, Dr. Imtiaz Basha Dr Jan 2020

Integration Of Dmaic With Library Acquisition: A Phenomenal Approach, Dr. Abdulaziz Ibrahim Alomran Dr, Dr. Imtiaz Basha Dr

Library Philosophy and Practice (e-journal)

The quality becomes indispensable in all sectors as it is forced to improve and maintain the universal quality oriented standards in any institution / organization. The library is no mean to exception on it. One of the imperative departments / unit in the library is acquisition, because the library stands on its collection and development. Authors had an attempt the DMAIC application to improve and maintain the acquisition in academic libraries to maximize the highest level of satisfaction and minimize the grievances from its patrons. This paper aims to eliminate the gap between the documents and the users'. Authors applied …


Application Of Lotka’S Law To The Research Productivity In The Field Of Thermodynamics During 2015-2019, Chaturbhuj S B, Sadik Batcha M Jan 2020

Application Of Lotka’S Law To The Research Productivity In The Field Of Thermodynamics During 2015-2019, Chaturbhuj S B, Sadik Batcha M

Library Philosophy and Practice (e-journal)

The study applied Lotka’s law of the author’s productivity in the field Thermodynamic from 2015 to 2019. The Goodness of fit test Kolmogorov – Smirnov (K-S) test was applied to the data of thermodynamics research. It is found that the applicability of Lotka’s law is confirmed with 0.003 level of significance in the field of Thermodynamics. Bur Lotka’s inverse square law does not fit the present data. The study found that the most productive author is ‘Wang, J.’ with 159 articles, and the most productive journal is ‘Journal of Molecular Liquids’ with 547 published articles in Thermodynamics. The study reveals …