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A Study Of The Impact Of Digital Learning: Learning Motivation And Learning Outcomes, Saad Jumaa Farhan, Sanaa Rusly Rajab, Mayadah Abdusalam
A Study Of The Impact Of Digital Learning: Learning Motivation And Learning Outcomes, Saad Jumaa Farhan, Sanaa Rusly Rajab, Mayadah Abdusalam
Alustath Journal for Human and Social Sciences
In today’s society when smart mobile devices have become popular, the Internet is breaking barriers in time and space and has become a complete learning tool. Designing tutorials for digital education and the rapid use of technology tools, is a key topic for current information technology education. In this study, students are screened and asked questionnaires to understand the concept of digital learning. To successfully fulfill; the research objectives and to test the findings, in-depth studies are included in this study. A total of 116 students in four classes were selected as test subjects for teaching assessments. The findings of …
Learning Strategies Preference Of Iraqi Efl Learners, Umer Ali Alyas
Learning Strategies Preference Of Iraqi Efl Learners, Umer Ali Alyas
Alustath Journal for Human and Social Sciences
The current study aims at investigating Iraqi EFL learners’ knowledge and preference of language learning strategies. Data are collected using two self-reported questionnaires; a background questionnaire and the Strategy Inventory for Language Learning (SILL, Oxford, 1990) with some modifications to meet the needs of this study. The following questions are asked: 1-Are students aware of the concept of LLS? 2- If yes, how much they know about it? 3- What are the kinds of LLS they employed in their learning? 4- What are their preferred strategies? The questionnaires are submitted to a total sample that consists of 77 students. The …
Computational Methods For Analysis Of Data For Conformational And Phase Equilibria Of Disordered Proteins, Jared Michael M Lalmansingh
Computational Methods For Analysis Of Data For Conformational And Phase Equilibria Of Disordered Proteins, Jared Michael M Lalmansingh
Arts & Sciences Graduate Student Theses and Dissertations
Intrinsically disordered proteins and regions (IDPs / IDRs) are a class of proteins with diverse conformational heterogeneity that do not fold into a tertiary structure due to the lack of a native structural state. Consequently, disordered proteins are remarkably flexible and exhibit multivalent properties that enable them to adopt myriad functional roles within the cell such as: signaling transduction, transcription, enzymatic catalysis, translation, and many more. Due to their multivalency, some IDPs undergo monomeric and heterotypic interactions which can drive phase separation. Such IDPs can form membraneless organelles with specific regulatory roles within the cell which include, but are not …
An Investigation Of Sensory Percepts Elicited By Macro-Sieve Electrode Stimulation Of The Rat Sciatic Nerve, Nikhil Shiva Chandra
An Investigation Of Sensory Percepts Elicited By Macro-Sieve Electrode Stimulation Of The Rat Sciatic Nerve, Nikhil Shiva Chandra
McKelvey School of Engineering Graduate Student Theses & Dissertations
Intuitive control of conventional prostheses is hampered by their inability to replicate the rich tactile and proprioceptive feedback afforded by natural sensory pathways. Electrical stimulation of residual nerve tissue is a promising means of reintroducing sensory feedback to the central nervous system. The macro-sieve electrode (MSE) is a candidate interface to amputees’ truncated peripheral nerves whose unique geometry enables selective control of the complete nerve cross-section. Unlike previously studied interfaces, the MSE’s implantation entails transection and subsequent regeneration of the target nerve. Therefore, a key determinant of the MSE’s suitability for this task is whether it can elicit sensations at …
Electrodeless Electrochemistry Enabled By Nonthermal Plasma, Harold Oldham
Electrodeless Electrochemistry Enabled By Nonthermal Plasma, Harold Oldham
McKelvey School of Engineering Graduate Student Theses & Dissertations
The increasing availability and decreasing cost of electricity generated by renewable resources have motivated research into electrified chemical processing, whereby electrical energy is used to drive chemical transformations. Electricity-intensive processing techniques such as electrochemistry using solid electrodes has attracted attention in this context for the synthesis of organic compounds, such as high-value pharmaceuticals and renewable chemical production. Selective chemical transformations are achieved in conventional aqueous electrochemical systems by using external circuitry to bias solid electrodes, allowing for the preferential transfer of electrons between the electrode-liquid interface. Despite having the ability to promote controlled electrochemical reactions, configurations using solid electrodes are …
On The Study Of Age-Related Physiological Decline In C. Elegans, Drew Benjamin Sinha
On The Study Of Age-Related Physiological Decline In C. Elegans, Drew Benjamin Sinha
McKelvey School of Engineering Graduate Student Theses & Dissertations
Aging decline is a universal and unescapable phenomenon; as organisms reach maturity and continue living, physiological function inevitably declines, resulting in mortality. While the study of mortality has been long studied, technical and practical challenges have limited the equally important study of how/when individuals deteriorate and what types of factors affect that deterioration. This gap in knowledge is not only evident in a relative lack of empirical data on physiological decline, but considerable debate around the analysis and conceptual interpretations of the little data that is available.
In this dissertation, I use quantitative reasoning and analysis of longitudinal data to …
Macrophage-Based Immunotherapies For The Treatment Of Multiple Myeloma, Jennifer Sun
Macrophage-Based Immunotherapies For The Treatment Of Multiple Myeloma, Jennifer Sun
McKelvey School of Engineering Graduate Student Theses & Dissertations
Multiple myeloma (MM) is a cancer of plasma cells in the bone marrow (BM) and represents the second most common hematologic malignancy in the world. Despite an array of novel therapy approvals, MM remains to be incurable. Most patients ultimately relapse and become refractory to previous treatments, which lowers the median survival to only 5–15 months. Recently, cancer immunotherapy has gained attention as a promising approach to enhance the body’s natural immune responses to fight cancer. Currently, immunotherapies in MM have largely focused on engaging the T cells; however, many are challenged by insufficient responses, high cost, and/or extensive adverse …
Hyperlocal Air Quality Exposure Assessment To Support Health Studies, Pradeep Prathibha
Hyperlocal Air Quality Exposure Assessment To Support Health Studies, Pradeep Prathibha
McKelvey School of Engineering Graduate Student Theses & Dissertations
Hyperlocal air pollution exposure is driven by local emission sources, meteorology, and the built environment, with traffic-related emissions modulating primary and secondary pollutant concentrations against a variable background of similar contaminants from other sources. Recent studies show that intra-urban air quality has temporally persistent patterns that sharply vary 5-8 times within a city block; currently, regulatory ambient air quality monitoring (2-5 fixed-site monitors per 1000 km2 in U.S. census urban areas) cannot capture exposure at this spatial resolution. This dissertation aims to advance methods relying on fixed-site and mobile measurements using high-time resolution aerosol instruments as well as low-cost sensors …
Identification Of Candidate Microbial Biomarkers Of Disease And Design Of Engineered Microbial Therapeutics For The Gut Microbiome, Aura Lucia Ferreiro
Identification Of Candidate Microbial Biomarkers Of Disease And Design Of Engineered Microbial Therapeutics For The Gut Microbiome, Aura Lucia Ferreiro
McKelvey School of Engineering Graduate Student Theses & Dissertations
The human gut microbiome is a compositionally and functionally diverse community of microorganisms that profoundly influences the health of the host. Deep characterization of gut microbiomes via high-throughput sequencing has identified associations between the gut microbiome and disease states, and spurred development of engineered microbial therapeutics. Successful translation of these research efforts to the clinic will involve i) consideration of how engineered microbes behave and adapt in the gut, towards the implementation of biosafety mechanisms, and ii) identification and validation of microbial biomarkers of disease. This dissertation describes both investigative (Chapter 2) and engineering (Chapters 3 and 4) approaches to …
Short-Term Memory And Olfactory Signal Processing, Lijun Zhang
Short-Term Memory And Olfactory Signal Processing, Lijun Zhang
McKelvey School of Engineering Graduate Student Theses & Dissertations
Modern neural recording methodologies, including multi-electrode and optical recordings, allow us to monitor the large population of neurons with high temporal resolution. Such recordings provide rich datasets that are expected to understand better how information about the external world is internally represented and how these representations are altered over time. Achieving this goal requires the development of novel pattern recognition methods and/or the application of existing statistical methods in novel ways to gain insights into basic neural computational principles. In this dissertation, I will take this data-driven approach to dissect the role of short-term memory in olfactory signal processing in …
Mapping Neural Responses Onto Innate And Acquired Behavior: From Insect Olfaction To Realizing A Bio-Hybrid Chemical Recognition System, Rishabh Chandak
Mapping Neural Responses Onto Innate And Acquired Behavior: From Insect Olfaction To Realizing A Bio-Hybrid Chemical Recognition System, Rishabh Chandak
McKelvey School of Engineering Graduate Student Theses & Dissertations
In many organisms, the sense of smell, driven by the olfactory system, serves as the primary sensory modality that guides a plethora of behaviors such as foraging for food, finding mates, and evading predators. Using an array of biological sensors, the olfactory system converts volatile chemical inputs from an organism’s environment into well-patterned neural responses that inform downstream motor neurons to drive appropriate behaviors (e.g., moving towards food or away from danger). For many external cues, the elicited neural responses are often determined by the genetic makeup of the organism, which assigns an innate preference, or valence, for these different …
Predicting Patient Outcomes With Machine Learning For Diverse Health Data, Dingwen Li
Predicting Patient Outcomes With Machine Learning For Diverse Health Data, Dingwen Li
McKelvey School of Engineering Graduate Student Theses & Dissertations
As digitized clinical and health data become ubiquitous, machine learning techniques have shown promise in predicting various clinical outcomes. In this thesis research, we exploit three types of data including (1) data collected through wearables outside hospitals, (2) electronic health records (EHR) data of inpatient in general hospital wards, (3) intraoperative data collected during surgery. This thesis work investigates machine learning approaches for the diverse clinical and health data with distinctive characteristics and challenges in the context of real-world clinical applications. Specifically, this thesis makes the following contributions to the state of the art of clinical machine learning.
Extracting informative …
Web Content Analysis Of State University Websites Of West Bengal: An Evaluative Study, Ankit Das, Dr. Pritam Gurey
Web Content Analysis Of State University Websites Of West Bengal: An Evaluative Study, Ankit Das, Dr. Pritam Gurey
Library Philosophy and Practice (e-journal)
Now-a-days websites and its services are the most growing and the fast-changing segment, play an important role as an informational gateway for every institution through online mode. The purpose of this paper is to analyse and evaluate the web contents of twenty-six state universities websites of West Bengal selected according to UGC, under Ministry of Education, Government of India and its contribution to global academic knowledge base. After preparing check list, various aspects related to the content of university website are examined; such as accessibility, currency, speed, accuracy, aesthetic value, language, user friendliness, navigation, currency, relevancy, applicability, pertinence and qualitative …
Regional Reprogramming And The Small Intestine: Analysis And Modeling Of Adaptive Regeneration Of The Epithelium, Sarah Elizabeth Waye
Regional Reprogramming And The Small Intestine: Analysis And Modeling Of Adaptive Regeneration Of The Epithelium, Sarah Elizabeth Waye
Arts & Sciences Graduate Student Theses and Dissertations
The small intestine in homeostasis is capable of regular regeneration, but in cases of massive injury like Short Bowel Syndrome, the innate human response often fails to fully compensate for the loss of nutrient absorptive surface area that accompanies bowel resection. Murine models display an active compensatory reaction deemed “adaptation” in which the surface area of the bowel is increased to accommodate nutrient absorptive needs. This observation has highlighted several gaps in knowledge regarding bowel adaptation. Firstly, what occurs on a molecular level in murine models during adaptation? Secondly, how can the findings in mice be applied to humans in …
Process Information And Creative Mindsets: An Examination Of Their Role In The Evaluation Of Creativity, Brendon Michael Cummiskey
Process Information And Creative Mindsets: An Examination Of Their Role In The Evaluation Of Creativity, Brendon Michael Cummiskey
Arts & Sciences Graduate Student Theses and Dissertations
Evaluating creativity is a key role for any organization interested in innovation and how that evaluation occurs has been a focal point of researchers. Although creativity scholars have made strides in understanding creativity evaluations, questions remain about the role that process information plays in the evaluation. While most creativity research involves some type of outcome, such as an idea or product, the evaluators often have no description of the creator’s work process or any understanding of the idea or product’s creation. In this dissertation, I build upon the existing evaluation literature and critically examine how process information may influence the …
Dissecting The Molecular Mechanism Of Familial Cardiomyopathies, Sarah Ruth Clippinger Schulte
Dissecting The Molecular Mechanism Of Familial Cardiomyopathies, Sarah Ruth Clippinger Schulte
Arts & Sciences Graduate Student Theses and Dissertations
Familial cardiomyopathies, including hypertrophic (HCM), restrictive (RCM) and dilated cardiomyopathy (DCM), are the leading cause of sudden cardiac death in young people. These diseases, which are characterized by altered cardiac contractility and remodeling of the heart, can lead to heart failure. These diseases are primarily caused by point mutations in sarcomeric proteins that generate or regulate heart contraction, such as troponin T. In the heart, the troponin complex together with tropomyosin lie along the actin filament and regulate myosin’s ability to bind actin and produce force. Here I show how mutations in troponin T affect contractility at the molecular level …
Structural Variants Are A Major Source Of Gene Expression Differences In Humans And Often Affect Multiple Nearby Genes, Alexandra Jane Scott
Structural Variants Are A Major Source Of Gene Expression Differences In Humans And Often Affect Multiple Nearby Genes, Alexandra Jane Scott
Arts & Sciences Graduate Student Theses and Dissertations
Structural variants (SVs), including copy number variants (CNVs), balanced rearrangements, and mobile element insertions (MEIs), are an important source of diversity in the human genome but their functional effects are not well understood. SVs are technically difficult to detect and genotype1, and mapping is dependent on deep whole genome sequencing (WGS) which was, until recently, unaffordable for large cohorts. For these reasons SVs are not included in most genome-wide studies of functional variants, despite the fact that SVs are known causal agents in multiple clinical disorders2-16. However, recent advancements in high-throughput sequencing technologies that allow for widespread use of WGS, …
Pervasiveness Of Library Anxiety Among The Students Of Library And Information Science: An Assessment, Mahe Bushra Asghar, Rubina Bhatti, Salman Bin Naeem
Pervasiveness Of Library Anxiety Among The Students Of Library And Information Science: An Assessment, Mahe Bushra Asghar, Rubina Bhatti, Salman Bin Naeem
Library Philosophy and Practice (e-journal)
Library anxiety is a real and prevalent phenomenon. Some students feel uncomfortable or discouraging while using or contemplating the use of library. These feelings may affect the academic performance of students, cause library avoidance and impede them from getting the best out of library resources. The present study is conducted with an aim to assess the pervasiveness of library anxiety among the graduate students of Library and Information Science enrolled in public sector universities of Pakistan. . The Multidimensional Library Anxiety Scale, consisting of six dimensions which are divided into 53 statements, was used for this study. The Cronbach’s alpha …
Evaluating Recognition Memory Models From An Individual Differences Perspective, Kyle Gramer Featherston
Evaluating Recognition Memory Models From An Individual Differences Perspective, Kyle Gramer Featherston
Arts & Sciences Graduate Student Theses and Dissertations
Although recognition memory models have been thoroughly compared in various recognition memory paradigms, the relative reliability and validity of their parameters have not been thoroughly assessed using an individual differences approach. In two studies, I evaluated three models: the dual-process signal detection (DPSD) model, the continuous dual process (CDP) model, and the unequal variance signal detection (UVSD) model. In Study 1, participants performed a remember-know procedure that also included confidence ratings. When model parameters were estimated twice in the same individual, both key parameters from the DPSD model were reliable within an individual, whereas the CDP version of familiarity was …
A Systematic Study Of Neutron Production In Two Versions Of The Mevion Proton-Therapy System, Nima Tatari
A Systematic Study Of Neutron Production In Two Versions Of The Mevion Proton-Therapy System, Nima Tatari
Arts & Sciences Graduate Student Theses and Dissertations
This thesis presents a study of neutron production in two types of proton-therapy systems: passive scattering Mevion S250, and active scanning Mevion S250i. The scattering system has been operating at Washington University in St. Louis since 2013. The scanning system was installed in the same building in 2020. The scanning system has the advantage of producing fewer neutrons due to a focused scanned beam and the absence of beam scatterers, collimators, and a static brass aperture. A systematic particle transport Monte Carlo analysis using the Geant4 toolkit has been performed to track the neutrons produced in various components of each …
Identification Of Multi-Tissue Protein Quantitative Trait Loci And Causal Inference Of Protein Effects In Neurological And Other Complex Human Diseases Via Mendelian Randomization, Chengran Yang
Arts & Sciences Graduate Student Theses and Dissertations
Alzheimer disease (AD) is the most common neurodegenerative disease, affecting 6.2 million people mostly aged 65 years or older in the United States as of early 2021. AD has been widely studied and characterized worldwide, but there is still no effective treatment or cure. Even the latest FDA-approved treatment, Aducanumab, cannot stop decline or improve cognition. To develop a truly effective treatments, researchers keep discovering genetic and molecular mechanisms underlying the disease. Protein biomarkers are keys to bridge the mechanisms to disease. Here, I first used a high-throughput proteomic dataset from three tissues (CSF, plasma, and brain) with array-based genotype …
Influence Of Aging And Cerebrovascular Disease On Neuroimaging Measures Of Alzheimer Disease, Lauren Nicole Koenig
Influence Of Aging And Cerebrovascular Disease On Neuroimaging Measures Of Alzheimer Disease, Lauren Nicole Koenig
Arts & Sciences Graduate Student Theses and Dissertations
The overall goal of this dissertation is to gain a better understanding of how Alzheimer disease relates to normal aging and cerebrovascular disease to impact neuroimaging measures in a clinically meaningful way. Both aging and cerebrovascular disease are known to influence measures of Alzheimer disease, making it difficult to separate what changes are attributable specifically to Alzheimer disease. We hypothesize that a better understanding of these relationships will allow future studies to appropriately take these factors into account. In Chapters 2 and 3 we attempt to separate out the influences of normal aging and Alzheimer disease on measures of atrophy. …
Cyclodextrin-Based Supramolecular Drug-Delivery Nanomaterials And Shear-Thinning Hydrogels Using Ring-Opening Metathesis Polymerization, Ruihan Li
Arts & Sciences Graduate Student Theses and Dissertations
Cyclodextrins (CD) are a family of oligosaccharides that can non-covalently and precisely bind small hydrophobic drug molecules, such as antibiotics and anticancer drugs, through well-defined host-guest interactions inside the inner cavity of the macrocycle. Ring-opening metathesis polymerization (ROMP) is a versatile, functional group tolerant method of polymerization that is underexplored in biomedical applications relative to the more common controlled chain-growth polymerizations. In this dissertation, I describe my efforts to combine the supramolecular chemistry of CDs with that of ROMP using specialized functional monomers to synthesize several CD-based polymeric drug delivery nanomaterials. For example, in Chapter 2, a new type of …
A Continuous Wavelet Representation For Single And Bi-Parameter Calder\'On-Zygmund Operators, Tyler Williams
A Continuous Wavelet Representation For Single And Bi-Parameter Calder\'On-Zygmund Operators, Tyler Williams
Arts & Sciences Graduate Student Theses and Dissertations
This thesis develops a novel approach to the representation of singular integral operators of Calder\'on-Zygmund type in terms of continuous model operators, in both the classical and the bi-parametric setting. The representation is realized as a finite sum of averages of wavelet projections of either cancellative or noncancellative type, which are themselves Calder\'on-Zygmund operators. Both properties are out of reach for the established dyadic-probabilistic technique. Unlike their dyadic counterparts, this new representation reflects the additional kernel smoothness of the operator being analyzed. These representation formulas lead naturally to a new family of $T(1)$ theorems on weighted Sobolev spaces whose smoothness …
Using Single-Particle Fluorescence Microscopy To Elucidate The Role Of Structural Distortions And Defects In The Chemical Reactivity And Photophysics Of Cesium Lead Halide Perovskite Nanocrystals, Dong Wang
Arts & Sciences Graduate Student Theses and Dissertations
Colloidal cesium lead halide perovskite nanocrystals (CsPbX3, X = Cl, Br or I) are attractive for optoelectronic applications due to their unique chemical and physical properties including high photoluminescence quantum yield, tunable bandgaps, high defect tolerance, and low-cost processibility. A facile method to tune the emission wavelength of perovskite nanocrystals is through anion exchange. For light emission applications, it is desirable to prepare CsPbX3 nanocrystals of uniform size and composition. However, the complex reaction kinetics of this chemical transformation may limit the compositional uniformity and color purity of the CsPbX3 nanocrystals produced by anion exchange when the transformation is scaled …
Role Of Interferon Receptors In Sting-Associated Autoinflammatory Disease In Mice, William Alexander Stinson
Role Of Interferon Receptors In Sting-Associated Autoinflammatory Disease In Mice, William Alexander Stinson
Arts & Sciences Graduate Student Theses and Dissertations
Over the past decade, the cGAS-STING pathway has emerged as a principal component of innate DNA sensing. Its activation of type I interferon (IFN) elicits host immune activation and in the absence of cGAS or STING, mice are rendered critically susceptible to infection by viruses and bacteria. Breakdowns in the molecules that regulate this pathway can promote unrestrained cGAS-STING activation and the development of various forms of autoimmune disease. For instance, gain-of-function mutations in STING cause autoinflammatory lung disease in mice and STING-associated vasculopathy with onset in infancy (SAVI) in humans. However, our understanding of the mechanisms that underlie STING-dependent …
Weedy Rice As A Model System For The Study Of Microevolutionary Interactions In Agricultural Contexts, Marshall Jon Wedger
Weedy Rice As A Model System For The Study Of Microevolutionary Interactions In Agricultural Contexts, Marshall Jon Wedger
Arts & Sciences Graduate Student Theses and Dissertations
Just under one-half of the global population relies on cultivated rice (Oryza sativa) astheir primary source of calories, making the optimization of rice agriculture immensely important. One of the primary constraints to rice agriculture is the de-domesticated (feral) form of rice known as ‘weedy rice’ that aggressively competes for space, soil nutrients, and light. Heavy infestation can reduce crop yields by as much as 80%. As a closely-related weedy descendant of cultivated rice, chemical control is difficult in rice fields, and physical weeding is labor intensive, time consuming, and largely ineffective due to early life-stage mimicry of the crop. Weedy …
Regulatory Effects Of The E. Coli Recbcd Nuclease Domain On Dna Unwinding Kinetics, Nicole Fazio
Regulatory Effects Of The E. Coli Recbcd Nuclease Domain On Dna Unwinding Kinetics, Nicole Fazio
Arts & Sciences Graduate Student Theses and Dissertations
I have examined the effects of deleting the nuclease domain of the E. coli helicase RecBCD on the rates of ATP-independent DNA melting, single stranded (ss) DNA translocation, and double stranded (ds) DNA unwinding by RecBCD. The canonical role of the nuclease domain is DNA degradation, but the removal of this domain showed unexpected effects on other RecBCD activities including DNA binding, melting, and unwinding. This thesis presents a mechanistic study of DNA unwinding by RecBCD and a RecBCD variant with the nuclease domain deleted (RecBΔnucCD). I examined the rates of ssDNA translocation and dsDNA unwinding by RecBCD and RecBΔnucCD …
Potassium Isotope Cosmochemistry, Zhen Tian
Potassium Isotope Cosmochemistry, Zhen Tian
Arts & Sciences Graduate Student Theses and Dissertations
In Chapter 1, I review the geochemical and cosmochemical properties of potassium (K). Classified as a moderately volatile element, K serves as a robust proxy for understanding the key processes during nebular/planetary evaporation events. I review different mechanisms of volatile depletion among various planetary materials: mass-dependent variations in “nebular” processes; mass-independent variations among different nucleosynthetic sources; or planetary-scale volatile depletion processes. Furthermore, I provide an optimized K purification procedure via ion-exchange chromatography and a high-precision K isotope analysis technique using Neptune plus Multiple Collector Inductively Coupled Plasma Mass Spectrometer (MC-ICPMS) in both “cold plasma” and “dry plasma” methods. I also …
Electro-Organic Chemistry: An Alternative Pathway To Handle Redox Organic Reactions, Tiandi Wu
Electro-Organic Chemistry: An Alternative Pathway To Handle Redox Organic Reactions, Tiandi Wu
Arts & Sciences Graduate Student Theses and Dissertations
Electrochemistry provides an alternative pathway to handle redox organic reactions, especially for certain chemical process that can be only achieved through electrochemical process. Herein, there research projects are introduced to enrich the whole synthetic community, including an anodic oxidative cyclization studies to develop methodology on heterocyclic ring skeleton constructions, an electroreduction pathway exploration to more effectively obtain hydrazine from nitroso compounds, as well as a study in paired electrolysis process on which both anode and cathode are simultaneously employed to maximize overall atom and energy efficiency. Future directions on these projects are also demonstrated at the end of each chapters..