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Articles 2941 - 2970 of 25767
Full-Text Articles in Entire DC Network
Search For A Charged Higgs Boson Decaying To Charm And Bottom Quarks In Proton-Proton Collisions At $$ \Sqrt{S}=8 $$ Tev, Cms Collaboration, J. G. Acosta, S. Oliveros
Search For A Charged Higgs Boson Decaying To Charm And Bottom Quarks In Proton-Proton Collisions At $$ \Sqrt{S}=8 $$ Tev, Cms Collaboration, J. G. Acosta, S. Oliveros
Faculty and Student Publications (Open Access)
No abstract provided.
Search For Resonances In The Mass Spectrum Of Muon Pairs Produced In Association With B Quark Jets In Proton-Proton Collisions At $$ \Sqrt{S}=8 $$ And 13 Tev, Cms Collaboration, J. G. Acosta, S. Oliveros
Search For Resonances In The Mass Spectrum Of Muon Pairs Produced In Association With B Quark Jets In Proton-Proton Collisions At $$ \Sqrt{S}=8 $$ And 13 Tev, Cms Collaboration, J. G. Acosta, S. Oliveros
Faculty and Student Publications (Open Access)
No abstract provided.
Search For Supersymmetry In Events With A Τ Lepton Pair And Missing Transverse Momentum In Proton-Proton Collisions At $$ \Sqrt{S}=13 $$ Tev, Cms Collaboration, J. G. Acosta, S. Oliveros
Search For Supersymmetry In Events With A Τ Lepton Pair And Missing Transverse Momentum In Proton-Proton Collisions At $$ \Sqrt{S}=13 $$ Tev, Cms Collaboration, J. G. Acosta, S. Oliveros
Faculty and Student Publications (Open Access)
No abstract provided.
Measurements Of Higgs Boson Properties In The Diphoton Decay Channel In Proton-Proton Collisions At $$ \Sqrt{S}=13 $$ Tev, Cms Collaboration, J. G. Acosta, S. Oliveros
Measurements Of Higgs Boson Properties In The Diphoton Decay Channel In Proton-Proton Collisions At $$ \Sqrt{S}=13 $$ Tev, Cms Collaboration, J. G. Acosta, S. Oliveros
Faculty and Student Publications (Open Access)
No abstract provided.
Subconvexity For Modular Form L-Functions In The T Aspect, Andrew Booker, Micah B. Milinovich, Nathan Ng
Subconvexity For Modular Form L-Functions In The T Aspect, Andrew Booker, Micah B. Milinovich, Nathan Ng
Faculty and Student Publications (Open Access)
No abstract provided.
Effects Of Fabrication Errors On The Focusing Performance Of A Sector Metalens, S. S. Stafeev, A. G. Nalimov, Liam O’Faolain, M. V. Kotlyar
Effects Of Fabrication Errors On The Focusing Performance Of A Sector Metalens, S. S. Stafeev, A. G. Nalimov, Liam O’Faolain, M. V. Kotlyar
Cappa Publications
Using e-beam lithography, a 16-sector spiral metalens was fabricated in an amorphous silicon, capable of converting linearly polarized incident light into an azimuthally polarized optical vortex. When illuminated by a 633-nm linearly polarized laser beam, the metalens generated a near-surface subwavelength focal spot equal to 0.75 of the incident wavelength at full-width of half-maximum intensity. The focusing performance of the spiral metalens was numerically shown to be sensitive to the deviation of the factual microrelief from the calculated height. For the designed microrelief height, a circularly polarized incident beam was focused into a bright ring with a reverse energy flow …
Data Sampling And Reasoning: Harnessing Optimization And Machine Learning For Design And System Identification, Pei Cao
Doctoral Dissertations
The recently rapid advancements in sensing devices and computational power have caused paradigm shift in engineering analyses: data driven and sampling-based approaches play more and more important roles. For example, with sampling-based global optimization techniques, mechanical components can be refined and redesigned; system parameters can be accurately identified. With advancements in data mining and machine learning, underlying input and output relations of complex systems can be developed to make predictions with unseen data or to expedite analytical process. In this dissertation, advanced optimization and machine learning techniques are developed and employed to multi-facet engineering tasks from system design to identification. …
Mesobot : An Autonomous Underwater Vehicle For Tracking And Sampling Midwater Targets, Dana R. Yoerger, Molly Curran, Justin Fujii, Christopher R. German, Daniel Gomez-Ibanez, Annette F. Govindarajan, Jonathan C. Howland, Joel K. Llopiz, Peter H. Wiebe, Brett W. Hobson, Kakani Katija, Michael Risi, Bruce H. Robison, Cailean J. Wilkinson, Stephen M. Rock, John A. Breier
Mesobot : An Autonomous Underwater Vehicle For Tracking And Sampling Midwater Targets, Dana R. Yoerger, Molly Curran, Justin Fujii, Christopher R. German, Daniel Gomez-Ibanez, Annette F. Govindarajan, Jonathan C. Howland, Joel K. Llopiz, Peter H. Wiebe, Brett W. Hobson, Kakani Katija, Michael Risi, Bruce H. Robison, Cailean J. Wilkinson, Stephen M. Rock, John A. Breier
School of Earth, Environmental, & Marine Sciences Faculty Publications
Mesobot, a new class of autonomous underwater vehicle, will address specific unmet needs for observing slow-moving targets in the midwater ocean. Mesobot will track targets such as zooplankton, fish, and descending particle aggregates using a control system based on stereo cameras and a combination of thrusters and a variable buoyancy system. The vehicle will also be able to collect biogeochemical and environmental DNA (eDNA) samples using a pumped filter sampler.
Using Carbon Isotope Fractionation To Constrain The Extent Of Methane Dissolution Into The Water Column Surrounding A Natural Hydrocarbon Gas Seep In The Northern Gulf Of Mexico, M. Leonte, B. Wang, Scott A. Socolofsky, John A. Breier, John D. Kessler
Using Carbon Isotope Fractionation To Constrain The Extent Of Methane Dissolution Into The Water Column Surrounding A Natural Hydrocarbon Gas Seep In The Northern Gulf Of Mexico, M. Leonte, B. Wang, Scott A. Socolofsky, John A. Breier, John D. Kessler
School of Earth, Environmental, & Marine Sciences Faculty Publications
A gas bubble seep located in the northern Gulf of Mexico was investigated over several days to determine whether changes in the stable carbon isotopic ratio of methane can be used as a tracer for methane dissolution through the water column. Gas bubble and water samples were collected at the seafloor and throughout the water column for isotopic ratio analysis of methane. Our results show that changes in methane isotopic ratios are consistent with laboratory experiments that measured the isotopic fractionation from methane dissolution. A Rayleigh isotope model was applied to the isotope data to determine the fraction of methane …
Factors Contributing To Disparities In Mortality Among Patients With Non-Small-Cell Lung Cancer, Anish J. Mehta, Shannon Stock, Stacy W. Gray, David R. Nerenz, John Z. Ayanian, Nancy L. Keating
Factors Contributing To Disparities In Mortality Among Patients With Non-Small-Cell Lung Cancer, Anish J. Mehta, Shannon Stock, Stacy W. Gray, David R. Nerenz, John Z. Ayanian, Nancy L. Keating
Center for Health Policy and Health Services Research Articles
Historically, non-small-cell lung cancer (NSCLC) patients who are non-white, have low incomes, low educational attainment, and non-private insurance have worse survival. We assessed whether differences in survival were attributable to sociodemographic factors, clinical characteristics at diagnosis, or treatments received. We surveyed a multiregional cohort of patients diagnosed with NSCLC from 2003 to 2005 and followed through 2012. We used Cox proportional hazard analyses to estimate the risk of death associated with race/ethnicity, annual income, educational attainment, and insurance status, unadjusted and sequentially adjusting for sociodemographic factors, clinical characteristics, and receipt of surgery, chemotherapy, and radiotherapy. Of 3250 patients, 64% were …
Crustal Azimuthal Anisotropy Beneath The Southeastern Tibetan Plateau And Its Geodynamic Implications, Tuo Zheng, Zhifeng Ding, Jieyuan Ning, Lijun Chang, Xingchen Wang, Fansheng Kong, Kelly H. Liu, Stephen S. Gao
Crustal Azimuthal Anisotropy Beneath The Southeastern Tibetan Plateau And Its Geodynamic Implications, Tuo Zheng, Zhifeng Ding, Jieyuan Ning, Lijun Chang, Xingchen Wang, Fansheng Kong, Kelly H. Liu, Stephen S. Gao
Geosciences and Geological and Petroleum Engineering Faculty Research & Creative Works
The fast orientation and magnitude of crustal azimuthal anisotropy beneath the southeastern Tibetan Plateau and adjacent areas are measured by analyzing the sinusoidal moveout of the P to S converted phase from the Moho. Beneath the tectonically active plateau, the mean magnitude is 0.48 ±Â 0.13 s, which is about twice as large as that observed in the stable Sichuan Basin (0.23 ±Â 0.10 s). The two areas are separated by the Longmenshan fault zone, a zone of devastating earthquakes including the 12 May 2008 MW 7.9 Wenchuan earthquake. Fault orthogonal fast orientations observed in the southern Longmenshan fault …
Resource Allocation In The Cognitive Radio Network-Aided Internet Of Things For The Cyber-Physical-Social System: An Efficient Jaya Algorithm, Xiong Luo, Zhijie He, Zhigang Zhao, Long Wang, Weiping Wang, Huansheng Ning, Jenq-Haur Wang, Wenbing Zhao, Jun Zhang
Resource Allocation In The Cognitive Radio Network-Aided Internet Of Things For The Cyber-Physical-Social System: An Efficient Jaya Algorithm, Xiong Luo, Zhijie He, Zhigang Zhao, Long Wang, Weiping Wang, Huansheng Ning, Jenq-Haur Wang, Wenbing Zhao, Jun Zhang
Electrical and Computer Engineering Faculty Publications
Currently, there is a growing demand for the use of communication network bandwidth for the Internet of Things (IoT) within the cyber-physical-social system (CPSS), while needing progressively more powerful technologies for using scarce spectrum resources. Then, cognitive radio networks (CRNs) as one of those important solutions mentioned above, are used to achieve IoT effectively. Generally, dynamic resource allocation plays a crucial role in the design of CRN-aided IoT systems. Aiming at this issue, orthogonal frequency division multiplexing (OFDM) has been identified as one of the successful technologies, which works with a multi-carrier parallel radio transmission strategy. In this article, through …
Short-Term Wind Speed Forecasting Via Stacked Extreme Learning Machine With Generalized Correntropy, Xiong Luo, Jiankun Sun, Long Wang, Weiping Wang, Wenbing Zhao, Jinsong Wu, Jenq-Haur Wang, Zijun Zhang
Short-Term Wind Speed Forecasting Via Stacked Extreme Learning Machine With Generalized Correntropy, Xiong Luo, Jiankun Sun, Long Wang, Weiping Wang, Wenbing Zhao, Jinsong Wu, Jenq-Haur Wang, Zijun Zhang
Electrical and Computer Engineering Faculty Publications
Recently, wind speed forecasting as an effective computing technique plays an important role in advancing industry informatics, while dealing with these issues of control and operation for renewable power systems. However, it is facing some increasing difficulties to handle the large-scale dataset generated in these forecasting applications, with the purpose of ensuring stable computing performance. In response to such limitation, this paper proposes a more practical approach through the combination of extreme-learning machine (ELM) method and deep-learning model. ELM is a novel computing paradigm that enables the neural network (NN) based learning to be achieved with fast training speed and …
Active Disturbance Rejection Control Of Lcl-Filtered Grid-Connected Inverter Using Pade Approximation, Abdeldjabar Benrabah, Dianguo Xu, Zhiqiang Gao
Active Disturbance Rejection Control Of Lcl-Filtered Grid-Connected Inverter Using Pade Approximation, Abdeldjabar Benrabah, Dianguo Xu, Zhiqiang Gao
Electrical and Computer Engineering Faculty Publications
In this paper, a simplified robust control is proposed to improve the performance of a three-phase current controlled voltage source inverter connected to the grid through an inductive-capacitive-inductive ( LCL) filter. The presence of the LCL-filter resonance complicates the dynamics of the control system and limits its overall performance, particularly when disturbances and parametric uncertainty are considered. To solve this problem, a robust active damping method based on the linear active disturbance rejection control (LADRC) is proposed. The simplification is made possible by order reduction in the plant transfer function using Padé approximation. Simulation results show that the proposed LADRC-based …
Predicting User Interaction On Social Media Using Machine Learning, Chad Crowe
Predicting User Interaction On Social Media Using Machine Learning, Chad Crowe
Student Work
Analysis of Facebook posts provides helpful information for users on social media. Current papers about user engagement on social media explore methods for predicting user engagement. These analyses of Facebook posts have included text and image analysis. Yet, the studies have not incorporate both text and image data. This research explores the usefulness of incorporating image and text data to predict user engagement. The study incorporates five types of machine learning models: text-based Neural Networks (NN), image-based Convolutional Neural Networks (CNN), Word2Vec, decision trees, and a combination of text-based NN and image-based CNN. The models are unique in their use …
Library Publishing Directory 2019, Library Publishing Coalition, Melanie Schlosser, Alexandra Hoff, Jessica Kirschner, Janet Swatscheno, Robert Browder, Tom Bielavitz
Library Publishing Directory 2019, Library Publishing Coalition, Melanie Schlosser, Alexandra Hoff, Jessica Kirschner, Janet Swatscheno, Robert Browder, Tom Bielavitz
Copyright, Fair Use, Scholarly Communication, etc.
Contents: Introduction vii * Library Publishing Coalition Committees xi *
LIBRARIES IN THE UNITED STATES AND CANADA * Abilene Christian University * American Theological Library Association * Asbury Theological Seminary * Ball State University * Bates College * Boston College * Brigham Young University * Butler University * California State University, Northridge * Claremont Colleges Library * Colby College * Columbia University * Dartmouth College * Embry-Riddle Aeronautical University * Florida Atlantic University * Florida International University * Florida State University * George Mason University * Georgetown University * Georgia Gwinnett College * Grand Valley State University * Gustavus Adolphus …
Extremal Colorings And Independent Sets, John Engbers, Aysel Erey
Extremal Colorings And Independent Sets, John Engbers, Aysel Erey
Mathematical and Statistical Science Faculty Research and Publications
We consider several extremal problems of maximizing the number of colorings and independent sets in some graph families with fixed chromatic number and order. First, we address the problem of maximizing the number of colorings in the family of connected graphs with chromatic number k and order n where k≥4" role="presentation" style="box-sizing: inherit; display: inline; font-style: normal; font-weight: normal; line-height: normal; font-size: 18px; text-indent: 0px; text-align: left; text-transform: none; letter-spacing: normal; word-spacing: normal; overflow-wrap: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; border: 0px; padding: 0px; margin: 0px; position: relative;">k≥4k≥4. It was …
Educational Policies Committee Agenda, November 1, 2018, Utah State University
Educational Policies Committee Agenda, November 1, 2018, Utah State University
Educational Policies Committee
- Curriculum Subcommittee
- Academic Standards Subcommittee
- General Education Subcommittee
Christian High School Science Teachers' Perspective Transformation: The Journey From Evolution To Creation, Paul Leslie Thorpe
Christian High School Science Teachers' Perspective Transformation: The Journey From Evolution To Creation, Paul Leslie Thorpe
Doctoral Dissertations and Projects
The purpose of this hermeneutical phenomenology study was to explore and describe the perspective transformations of 11 science instructors teaching at Christian high schools. These science teachers previously believed the evolutionary paradigm of origins. However, they have all experienced a transformation and now hold a young-earth creation perspective and believe the literal six-day creation event in the book of Genesis is accurate and true. Transformation of perspective regarding origins is defined as a phenomenon of transformative faith accompanied by assimilation and accommodation of new knowledge as seen through the lens of Jack Mezirow’s (1991) transformative adult learning theory, and James …
Addressing Environmental Gentrification: Improving Environmental Health For Children And Youth Without Displacement, Tania Schusler, Amy Krings
Addressing Environmental Gentrification: Improving Environmental Health For Children And Youth Without Displacement, Tania Schusler, Amy Krings
Center for the Human Rights of Children
This research brief aims to consider how community members and policies might improve environmental amenities within contaminated communities without displacing existing residents. To this end, we will first introduce a concept known as environmental gentrification. We will then summarize some of the existing literature that explores the relationships between urban greening and brownfield redevelopment projects in relation to gentrification. Brownfields refer to properties where the presence or potential presence of a hazardous substance, pollutant, or contaminant may complicate the property’s expansion, redevelopment, or reuse (https://www.epa.gov/brownfields/overview-brownfields- program). Our review of literature indicates that the degree of gentrification associated with sustainable development …
Field Oriented Sliding Mode Control Of Surface-Mounted Permanent Magnet Ac Motors: Theory And Applications To Electrified Vehicles, Xin Wang, Max Reitz, Edwin E. Yaz
Field Oriented Sliding Mode Control Of Surface-Mounted Permanent Magnet Ac Motors: Theory And Applications To Electrified Vehicles, Xin Wang, Max Reitz, Edwin E. Yaz
Electrical and Computer Engineering Faculty Research and Publications
Permanent magnet ac motors have been extensively utilized for adjustable-speed traction motor drives, due to their inherent advantages including higher power density, superior efficiency and reliability, more precise and rapid torque control, larger power factor, longer bearing, and insulation life-time. Without any proportional-and-integral (PI) controllers, this paper introduces novel first- and higher-order field-oriented sliding mode control schemes. Compared with the traditional PI-based vector control techniques, it is shown that the proposed field oriented sliding mode control methods improve the dynamic torque and speed response, and enhance the robustness to parameter variations, modeling uncertainties, and external load perturbations. While both first- …
Molecular Level Interactions And Transformations Of Natural Organic Matter Within The Environment, Benjamin J. Haywood
Molecular Level Interactions And Transformations Of Natural Organic Matter Within The Environment, Benjamin J. Haywood
LSU Doctoral Dissertations
This work was done in order to deepen the understanding of interactions occurring during sorption of anthropogenic organic compounds and dissolved organic matter (DOM) onto soil. As well as the transformation DOM undergoes during the sorption process and the overall transformation OM undergoes in the environment. This was achieved through the use of a “bottom-up” synthetic investigation, “top-down” natural system study, and a combination of these approaches.
The “bottom-up” approach, discussed in Chapter 2, involved the synthesis of a modular multi-tiered engineered soil surrogate (ESS) designed to mimic OM and general trends identified in the literature that impacts sorption behavior. …
Writing And Designing A Chapter On Mercury And Pluto For The Textbook Exploring The Planets (Explanet.Info), Braxton Clark Spilker
Writing And Designing A Chapter On Mercury And Pluto For The Textbook Exploring The Planets (Explanet.Info), Braxton Clark Spilker
Theses and Dissertations
Exploring the Planets (http://explanet.info) is a free online college textbook covering thebasic concepts of planetary science emphasizing the character and evolution of the planetarybodies in the Solar System. The latest edition (3rd edition) was published online in 2007 by EricH Christiansen. Since the release of the third edition, two important planetary missions havebeen completed: MESSENGER (to Mercury) and New Horizons (to Pluto). These missionsprovided new information and fundamental insights into these planetary bodies, which have notyet been included in Exploring the Planets. The modern results based on recent investigations ofMercury and Pluto are critical for our understanding of the nature …
Development Of Hydroxyapatite-Polymer Sorbents For The Removal Of Heavy Metal Ions From Waste Waters, Eleanora Charnetskaya
Development Of Hydroxyapatite-Polymer Sorbents For The Removal Of Heavy Metal Ions From Waste Waters, Eleanora Charnetskaya
Chemistry Theses
Water pollution due to the presence of soluble metal ions is one of the greatest challenges to environmental scientists. Different methods have been explored to the removal of these soluble ions. Among these methods, elimination by sorption into/onto solid materials has been considered one of the successful approaches. Sorbent materials usually chemically interact with soluble ions and eliminate them by bond formation between the ions and the sorbent molecules. On the other hand, soluble ions can be also exchanged with inorganic sorbents in which other environmentally friendly ions can exchange with the soluble metal ions. In the current study, the …
Piezoelectric-Based Cardiac Monitoring Portable System, Shina Siamak Mokhtari
Piezoelectric-Based Cardiac Monitoring Portable System, Shina Siamak Mokhtari
Electrical Engineering Theses
In this thesis, a portable-based cardiac monitoring system is discussed, which helps to keep a check on the corresponding patient vitals. This work describes the design and development of a Bluetooth system, incorporating a piezoelectric sensor-sheet. The demonstrated prototype avoids the need for collecting the signals with wires. When the Bluetooth-connected piezoelectric sensor is attached to the human chest, the cardiac mechanical activity will induce a local strain in the active piezoelectric materials layer. This strain is converted to an electrical output voltage which is then collected and transmitted through the Bluetooth system. Piezoelectric theory and signal processing methods are …
Development, Characterization And Application Of Multi-Detector Flow Injection Systems Based On A Serial Flow Configuration For Simultaneous Multianalyte Determination, Aisha Rashed Al Hameidi Yammahi
Development, Characterization And Application Of Multi-Detector Flow Injection Systems Based On A Serial Flow Configuration For Simultaneous Multianalyte Determination, Aisha Rashed Al Hameidi Yammahi
Chemistry Theses
Oxidase enzymes have been used successfully in the analysis of several biochemical species such as glucose, lactate, pyruvate, creatine, creatinine, amino acids, cholesterol and sialic acid, by generating - in a single or consecutive reaction -hydrogen peroxide (H₂O₂) as a signal molecule which is commonly detected amperometrically. Some approaches have been also reported to use more than one enzyme in a given system to achieve multi-analyte determination. This study aims to evaluate a novel approach for n-analyte determination based on n-enzyme reactors (each is loaded with one or more oxidase enzyme) as well as n-1 catalase immobilized …
Sequestration Effect On The Open-Cyclic Switchable Property Of Warfarin Induce By Cyclodextrin: Time-Resolved Fluorescence Study, Naji Saleh Al-Dubaili
Sequestration Effect On The Open-Cyclic Switchable Property Of Warfarin Induce By Cyclodextrin: Time-Resolved Fluorescence Study, Naji Saleh Al-Dubaili
Chemistry Theses
In this work, the photophysical properties of the fluorescent anticoagulant drug warfarin (W) were examined in water and inside methyl-β-cyclodextrins (Me-β- CD) through absorption and time-resolved fluorescence measurements at pH 3 and 9 and upon the selective excitation of different isomers of warfarin at 280 and 320 nm. The values of binding constants (2.9 × 103 M–1 and 4.2 × 102 M–1 for protonated and deprotonated forms, respectively) were extracted from the spectrophotometric data. Both absorption and time-resolved fluorescence results established that the interior of the macromolecular host binds preferentially the open protonated form, red shifts …
Development And Characterization Of A Portable Apparatus For Continuous Measurement Of Hydrogen Sulfide In Gas Streams, Bashar Yousef Abu Hattab
Development And Characterization Of A Portable Apparatus For Continuous Measurement Of Hydrogen Sulfide In Gas Streams, Bashar Yousef Abu Hattab
Chemistry Theses
A novel detection scheme for the hydrogen sulfide (H₂S) was described and patented recently by researchers at UAE University. This detection scheme and the described bench-scale analyzer offered the advantage of low-cost solution for real-time monitoring of percentile levels of H₂S with excellent signal stability. However, this previous work suffered from two major limitations, which are the relatively low sensitivity and slow response time, which mainly hindered its commercial utilization. Therefore, the aims of the present work were to enhance the detection sensitivity, decrease the response time, and develop a portable prototype of the H₂S analyzer based on the improved …
Feeding Behaviour Of The Reef Heron (Egretta Gularis Schistacea), Ahmed Abdalla Yousif Al-Ali
Feeding Behaviour Of The Reef Heron (Egretta Gularis Schistacea), Ahmed Abdalla Yousif Al-Ali
Biology Theses
Western Reef Heron (Egretta egularis) is a very common coastal resident bird species in the Arabian Gulf. In UAE, the subspecies “schistacea” also known as Indian Reef Heron occurs in mangroves inlets and other coastal and inland water bodies along the southern and eastern coast of the country. The present study aims to investigate the bird’s food, feeding behavior, morphs and its relationship with the habitat in Al-Zora Protected Area (Ajman - UAE) by establishing a feeding behavior ethogram and monitor its feeding frequency and its correlation with biotic and abiotic features of the study site. …
Music Therapy: Effects On Children Diagnosed With Asd, Jennifer Lynn Mahr
Music Therapy: Effects On Children Diagnosed With Asd, Jennifer Lynn Mahr
Masters Theses
This study was conducted to focus on the use of music therapy as a treatment to serve people of special needs, including individuals with ASD. The research seeks to inform parents/students of children with ASD that music therapy could be the avenue in which their children/students are treated in certain areas. The information in this research can assist parents with the knowledge and understanding they need relating to music therapy in order for their child to overcome weaknesses associated with ASD. Similarly, music teachers can gain further insight into the world of music therapy to encourage students who struggle in …