2,087 results on '"Garret P"'
Search Results
2. Relaxation times under pulsed ponderomotive forces and the Central Limit Theorem
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Domenech-Garret, Juan-Luis
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Condensed Matter - Statistical Mechanics - Abstract
We study the relaxation time of a plasma which is perturbed by means of a time-dependent pulsed force. This time pulse is modelled using a Gaussian superposition. During such a pulse two forces are considered: An inhomogeneous oscillating electric force and the corresponding ponderomotive force. The evolution of such an ensemble is driven by the Boltzmann Equation, and the perturbed population is described by a power-law distribution function. In this work, as a new feature, instead the usual techniques the transient between both distributions is analysed using the Central Limit Theorem. This technique, together with the ad hoc solved equation of motion of the charges under this particular system of pulsed forces, allows to find the corresponding expressions relating the time pulse with the relaxation times and the dynamic conditions. Furthermore, numerical estimates are also presented. As a result, we show a persistence effect of excitation at high frequencies, when the initial excitation pulse has already ended. The concatenation of such successive pulses could be of interest, for example, in experimental applications with pulsed lasers., Comment: 17 pages, 8 figures
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- 2025
3. Examining an Integrated Factor Structure of Schoolwide MTSS Implementation Measures
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Rachel T. Santiago, Garret J. Hall, S. Andrew Garbacz, Kim Gulbrandson, and Craig A. Albers
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Multitiered systems of support (MTSS) are composed of tiered prevention and intervention in multiple domains. MTSS is often referred to as an umbrella framework that includes both a multi-tiered approach to proactive school-wide behavior (e.g., Schoolwide Positive Behavior Interventions and Supports) and academic supports in reading, writing, and/or mathematics (e.g., Response to Intervention). Integrating behavior and academic support systems can become complex, requiring significant coordination and implementation efforts within schools. However, efforts to measure implementation and study how such implementation across behavioral and academic domains relates are limited. In the current study, we used MTSS implementation data from 225 schools in a U.S. Midwestern state to examine a factor structure of schoolwide MTSS implementation measures in behavioral and academic domains (reading and mathematics). Results suggest (a) a hierarchical factor model for behavioral and academic MTSS measures fits well, indicating that integrated behavioral and academic supports are driven by an overall implementation factor, and (b) the overall factor had no relation to school-level achievement. Implications for practice and future directions for research are discussed.
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- 2025
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4. What Environments Support Reading Growth among Current Compared with Former Reading Intervention Recipients? A Multilevel Analysis of Students and Their Schools
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Garret J. Hall, Peter M. Nelson, and David C. Parker
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School context can shape relative intervention response in myriad ways due to factors, such as instructional quality, resource allocation, peer effects, and correlations between the school context and characteristics of enrolled students (e.g., higher-poverty students attending higher-poverty schools). In the current study, we used data from 16,000 U.S. Grade 3 students in a community-based supplemental reading intervention program to investigate the degree to which school context factors (percentage eligible for free/reduced-price lunch [FRPL], school-level achievement) relate to the differences in triannual reading fluency growth rates between students actively receiving supplemental intervention (active recipients) and those that formerly received intervention (and therefore only received general class instruction at this time; former recipients). Using Bayesian multilevel modeling, our findings indicate that school-level FRPL eligibility played a more prominent factor in growth rate differences between these two groups than school-level reading achievement. However, school-level reading achievement was much more strongly related to reading fluency differences between active and former intervention recipients at the beginning of the school year (when controlling for FRPL). Implications for investigating school-level heterogeneity in intervention response and sustainability are discussed.
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- 2025
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5. Effects of Microplastic Exposure on Human Digestive, Reproductive, and Respiratory Health: A Rapid Systematic Review.
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Chartres, Nicholas, Cooper, Courtney, Bland, Garret, Pelch, Katherine, Gandhi, Sheiphali, BakenRa, Abena, and Woodruff, Tracey
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cancer ,digestive ,hazard assessment ,microplastics ,reproductive ,respiratory ,systematic review ,toxicology - Abstract
Microplastics are ubiquitous environmental contaminants for which there are documented human exposures, but there is a paucity of research evaluating their impacts on human health. We conducted a rapid systematic review using the Navigation Guide systematic review method. We searched four databases in July 2022 and April 2024 with no restriction on the date. We included studies using predefined eligibility criteria that quantitatively examined the association of microplastic exposure with any health outcomes. We amended the eligibility criteria after screening studies and prioritized digestive, reproductive, and respiratory outcomes for further evaluation. We included three human observational studies examining reproductive (n = 2) and respiratory (n = 1) outcomes and 28 animal studies examining reproductive (n = 11), respiratory (n = 7), and digestive (n = 10) outcomes. For reproductive outcomes (sperm quality) and digestive outcomes (immunosuppresion) we rated overall body evidence as high quality and concluded microplastic exposure is suspected to adversely impact them. For reproductive outcomes (female follicles and reproductive hormones), digestive outcomes (gross or microanatomic colon/small intestine effects, alters cell proliferation and cell death, and chronic inflammation), and respiratory outcomes (pulmonary function, lung injury, chronic inflammation, and oxidative stress) we rated the overall body of evidence as moderate quality and concluded microplastic exposure is suspected to adversely impact them. We concluded that exposure to microplastics is unclassifiable for birth outcomes and gestational age in humans on the basis of the low and very low quality of the evidence. We concluded that microplastics are suspected to harm human reproductive, digestive, and respiratory health, with a suggested link to colon and lung cancer. Future research on microplastics should investigate additional health outcomes impacted by microplastic exposure and identify strategies to reduce exposure.
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- 2024
6. Advancing Agentic Systems: Dynamic Task Decomposition, Tool Integration and Evaluation using Novel Metrics and Dataset
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Gabriel, Adrian Garret, Ahmad, Alaa Alameer, and Jeyakumar, Shankar Kumar
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Computer Science - Artificial Intelligence ,Computer Science - Computation and Language ,Computer Science - Machine Learning ,Computer Science - Multiagent Systems - Abstract
Advancements in Large Language Models (LLMs) are revolutionizing the development of autonomous agentic systems by enabling dynamic, context-aware task decomposition and automated tool selection. These sophisticated systems possess significant automation potential across various industries, managing complex tasks, interacting with external systems to enhance knowledge, and executing actions independently. This paper presents three primary contributions to advance this field: - Advanced Agentic Framework: A system that handles multi-hop queries, generates and executes task graphs, selects appropriate tools, and adapts to real-time changes. - Novel Evaluation Metrics: Introduction of Node F1 Score, Structural Similarity Index (SSI), and Tool F1 Score to comprehensively assess agentic systems. - Specialized Dataset: Development of an AsyncHow-based dataset for analyzing agent behavior across different task complexities. Our findings reveal that asynchronous and dynamic task graph decomposition significantly enhances system responsiveness and scalability, particularly for complex, multi-step tasks. Detailed analysis shows that structural and node-level metrics are crucial for sequential tasks, while tool-related metrics are more important for parallel tasks. Specifically, the Structural Similarity Index (SSI) is the most significant predictor of performance in sequential tasks, and the Tool F1 Score is essential for parallel tasks. These insights highlight the need for balanced evaluation methods that capture both structural and operational dimensions of agentic systems. Additionally, our evaluation framework, validated through empirical analysis and statistical testing, provides valuable insights for improving the adaptability and reliability of agentic systems in dynamic environments., Comment: 38th Conference on Neural Information Processing Systems (NeurIPS 2024), NeurIPS 2024 Workshop on Open-World Agents
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- 2024
7. Computational forms for binary particle interactions at different levels of anisotropy
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Everett, Christopher N. and Cotter, Garret
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Astrophysics - High Energy Astrophysical Phenomena ,Astrophysics - Instrumentation and Methods for Astrophysics - Abstract
Particle interactions are key elements of many dynamical systems. In the context of systems described by a Boltzmann equation, such interactions may be described by a collision integral, a multidimensional integral over the momentum-phase space of the interaction. This integral is often simplified by assuming isotropic particle distributions; however, such an assumption places constraints on the dynamics of the system. This paper presents computational forms of the collision integral for relativistic, binary interactions at three levels of anisotropy, including a novel form in the isotropic case. All these forms are split into two parts, an absorption and an emission spectrum, which may be pre-calculated via numerical integration for simulation purposes. We demonstrate the use of these forms by comparison with the analytically integrated, isotropic emission spectrum of electron-positron annihilation, which are shown to agree to numerical precision. The emission spectrum is then further extended to axisymmetric particle distributions, where two-dimensional spectral maps can be generated to provide new insight., Comment: 8 pages, 3 figures
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- 2024
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8. Long-Range Biometric Identification in Real World Scenarios: A Comprehensive Evaluation Framework Based on Missions
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Aykac, Deniz, Brogan, Joel, Barber, Nell, Shivers, Ryan, Zhang, Bob, Sacca, Dallas, Tipton, Ryan, Jager, Gavin, Garret, Austin, Love, Matthew, Goddard, Jim, Cornett III, David, and Bolme, David S.
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Computer Science - Computer Vision and Pattern Recognition ,Computer Science - Artificial Intelligence ,Computer Science - Machine Learning - Abstract
The considerable body of data available for evaluating biometric recognition systems in Research and Development (R\&D) environments has contributed to the increasingly common problem of target performance mismatch. Biometric algorithms are frequently tested against data that may not reflect the real world applications they target. From a Testing and Evaluation (T\&E) standpoint, this domain mismatch causes difficulty assessing when improvements in State-of-the-Art (SOTA) research actually translate to improved applied outcomes. This problem can be addressed with thoughtful preparation of data and experimental methods to reflect specific use-cases and scenarios. To that end, this paper evaluates research solutions for identifying individuals at ranges and altitudes, which could support various application areas such as counterterrorism, protection of critical infrastructure facilities, military force protection, and border security. We address challenges including image quality issues and reliance on face recognition as the sole biometric modality. By fusing face and body features, we propose developing robust biometric systems for effective long-range identification from both the ground and steep pitch angles. Preliminary results show promising progress in whole-body recognition. This paper presents these early findings and discusses potential future directions for advancing long-range biometric identification systems based on mission-driven metrics.
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- 2024
9. Family Involvement in Elementary Reading Intervention: Compensatory Relations to Dosage and Tutor-Level Heterogeneity
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Garret J. Hall, David C. Parker, Peter M. Nelson, and Sophia N. Putzeys
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We used triannual reading curriculum-based measurement of oral reading fluency data from 11,834 U.S. students in Grades 2 and 3 enrolled in an evidence-based Tier 2 reading intervention program (Reading Corps) to investigate the extent to which family involvement in the intervention might buffer against a negative effect of lower intervention dosage. The relation between family involvement in Reading Corps and growth in oral reading fluency was stronger when students spent fewer hours in tutoring, suggesting that family involvement in tiered reading intervention can compensate for receiving less intervention dosage. There was noticeable variation in this effect across tutors, suggestive of tutor-level heterogeneity of this relation. The relation between sending family engagement materials to families and the materials that are returned to tutors also substantially varied across tutors. We discuss findings in terms practical significance for school-based academic intervention systems. We highlight limitations and opportunities for future directions as well.
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- 2024
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10. Integrating the Memory Support Intervention into the Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C): can improving memory for treatment in midlife and older adults improve patient outcomes? Study protocol for a randomized controlled trial.
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Milner, Anne, Hache, Rafael, Oliver, Sophia, Sarfan, Laurel, Spencer, Julia, Cogan, Ashby, Jiang, Yimei, Agnew, Emma, Zieve, Garret, Martin, Jennifer, Zeidler, Michelle, Dong, Lu, Carpenter, Joseph, Varghese, Joshua, Bol, Kiely, Bajwa, Zia, Tighe, Caitlan, and Harvey, Allison
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Circadian ,Memory support ,Sleep ,Transdiagnostic ,Humans ,Middle Aged ,Randomized Controlled Trials as Topic ,Treatment Outcome ,Memory ,Sleep ,Aged ,Female ,Sleep Wake Disorders ,Male ,Circadian Rhythm ,Memory Disorders ,Chronobiology Disorders ,Sleep Quality ,Age Factors - Abstract
BACKGROUND: Poor memory for treatment is associated with poorer treatment adherence and poorer patient outcomes. The memory support intervention (MSI) was developed to improve patient memory for treatment with the goal of improving patient outcomes. The aim of this study protocol is to conduct a confirmatory efficacy trial to test whether a new, streamlined, and potent version of the MSI improves outcomes for midlife and older adults. This streamlined MSI is comprised of constructive memory supports that will be applied to a broader range of treatment content. The platform for this study is the Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C). We will focus on midlife and older adults who are low income and experiencing mobility impairments. METHODS: Participants (N = 178) will be randomly allocated to TranS-C + MSI or TranS-C alone. Both intervention arms include eight 50-min weekly sessions. Assessments will be conducted at pre-treatment, post-treatment, 6-, and 12-month follow-up (6FU and 12FU). Aim 1 will compare the effects of TranS-C + MSI versus TranS-C alone on sleep and circadian functioning, daytime functioning, well-being, and patient memory. Aim 2 will test whether patient memory for treatment mediates the relationship between treatment condition and patient outcomes. Aim 3 will evaluate if previously reported poor treatment response subgroups will moderate the relationship between treatment condition and (a) patient memory for treatment and (b) treatment outcome. Exploratory analyses will compare treatment condition on (a) patient adherence, patient-rated treatment credibility, and patient utilization of treatment contents, and (b) provider-rated acceptability, appropriateness, and feasibility. DISCUSSION: This study has the potential to provide evidence for (a) the efficacy of a new simplified version of the MSI for maintaining health, well-being, and functioning, (b) the wider application of the MSI for midlife and older adults and to the treatment of sleep and circadian problems, and (c) the efficacy of the MSI for sub-groups who are likely to benefit from the intervention. TRIAL REGISTRATION: ClinicalTrials.gov NCT05986604. Registered on 2 August 2023.
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- 2024
11. Photocatalytic C–F bond activation in small molecules and polyfluoroalkyl substances
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Liu, Xin, Sau, Arindam, Green, Alexander R., Popescu, Mihai V., Pompetti, Nicholas F., Li, Yingzi, Zhao, Yucheng, Paton, Robert S., Damrauer, Niels H., and Miyake, Garret M.
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- 2025
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12. Comparing fully automated AI body composition biomarkers at differing virtual monoenergetic levels using dual-energy CT
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Toia, Giuseppe V., Garret, John W., Rose, Sean D., Szczykutowicz, Timothy P., and Pickhardt, Perry J.
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- 2024
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13. Predicting Water Content and Saturation in Mine Tailings with an Electromagnetic Soil Moisture Sensor
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Martin, Garret M. and Bareither, Christopher A.
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- 2024
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14. Changes in pituitary adenoma patient presentation and outcomes during the COVID pandemic at a Pituitary Center of Excellence
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Tang, Anthony, Abdallah, Hussein M., Chang, Yue-Fang, Zenonos, Georgios A., Gardner, Paul A., Choby, Garret W., Wang, Eric W., and Snyderman, Carl H.
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- 2024
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15. Symmetry-Guided Reinforcement Learning for Versatile Quadrupedal Gait Generation
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Ding, Jiayu, Chen, Xulin, Katz, Garret E., and Gan, Zhenyu
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Electrical Engineering and Systems Science - Systems and Control - Abstract
Quadrupedal robots exhibit a wide range of viable gaits, but generating specific footfall sequences often requires laborious expert tuning of numerous variables, such as touch-down and lift-off events and holonomic constraints for each leg. This paper presents a unified reinforcement learning framework for generating versatile quadrupedal gaits by leveraging the intrinsic symmetries of dynamic legged systems. We propose a symmetry-guided reward function design that incorporates temporal, morphological, and time-reversal symmetries, streamlining gait design, accelerating learning, and enhancing robot agility. By focusing on preserved symmetries and natural dynamics, our approach eliminates the need for predefined trajectories or footfall sequences, enabling smooth transitions between diverse locomotion patterns such as trotting, bounding, half-bounding, and galloping. Implemented on the Petoi Bittle robot, our method demonstrates robust performance across a range of speeds in both simulations and hardware tests, significantly improving gait adaptability without extensive reward tuning or explicit foot placement control. This work provides insights into dynamic locomotion strategies and underscores the crucial role of symmetries in robotic gait design.
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- 2024
16. Crunch Time: Preliminary Evaluation of a 3-Week Condensed Family Medicine Clerkship
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Kneese, Garret, Xu, Jason, Kneese, Garrett, Celebi, Julie, Wilkinson, Lesley, Lynch, Allison, and Johnson, Michelle
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The University of California San Diego (UCSD) School of Medicine (SOM) is transitioning its third-year primary care curriculum from a year-long longitudinal primary care course to a three-week clerkship in Family Medicine (FM). Additionally, there is a lack of FM physicians in the US, and limited information on what factors affect students’ decisions to enter FM. The aim of this pilot study is to analyze the effects of introducing sub-specialty tracks within an FM clerkship on student attitudes towards FM. A limiting factor for students within FM clerkships is that often they are not exposed to the full spectrum of FM. The aim of the tracks is to demonstrate that there are many FM clinicians practicing what may be considered more specialized aspects of primary care, including sports, sexual and reproductive health, and lifestyle and integrative medicine. There is a pre-existing family medicine clerkship for fourth-year medical students (FPM 426), which will serve as the pilot program. Three subspecialty tracks (sports medicine, sexual and reproductive health, and lifestyle and integrative medicine) will be introduced. Students will be assigned a track based on interest. A student will not be assigned a track if they did not express interest or if there was insufficient space to accommodate. Students not assigned a track will serve as the control group for this study. At the end of the clerkship, students will be emailed an anonymous survey to complete, and time will be provided during the course to complete the survey. The post-clerkship survey will collect data on students’ experience of the clerkship and perceptions of FM. We hypothesize that students placed in the subspecialty tracks will report a better experience during their clerkship and an expanded understanding of the scope of practice of family physicians. Comparisons will be made between students within tracks and those not in a track, who will serve as the control.
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- 2024
17. Engineered plants provide a photosynthetic platform for the production of diverse human milk oligosaccharides
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Barnum, Collin R, Paviani, Bruna, Couture, Garret, Masarweh, Chad, Chen, Ye, Huang, Yu-Ping, Markel, Kasey, Mills, David A, Lebrilla, Carlito B, Barile, Daniela, Yang, Minliang, and Shih, Patrick M
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Agriculture ,Land and Farm Management ,Agricultural ,Veterinary and Food Sciences ,Food Sciences ,Nutrition ,Pediatric ,Breastfeeding ,Lactation and Breast Milk ,Oligosaccharides ,Humans ,Milk ,Human ,Plants ,Genetically Modified ,Prebiotics ,Photosynthesis ,Agriculture ,land and farm management ,Food sciences - Abstract
Human milk oligosaccharides (HMOs) are a diverse class of carbohydrates which support the health and development of infants. The vast health benefits of HMOs have made them a commercial target for microbial production; however, producing the approximately 200 structurally diverse HMOs at scale has proved difficult. Here we produce a diversity of HMOs by leveraging the robust carbohydrate anabolism of plants. This diversity includes high-value and complex HMOs, such as lacto-N-fucopentaose I. HMOs produced in transgenic plants provided strong bifidogenic properties, indicating their ability to serve as a prebiotic supplement with potential applications in adult and infant health. Technoeconomic analyses demonstrate that producing HMOs in plants provides a path to the large-scale production of specific HMOs at lower prices than microbial production platforms. Our work demonstrates the promise in leveraging plants for the low-cost and sustainable production of HMOs.
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- 2024
18. A multi-glycomic platform for the analysis of food carbohydrates
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Couture, Garret, Cheang, Shawn Ehlers, Suarez, Christopher, Chen, Ye, Bacalzo, Jr, Nikita P., Jiang, Jiani, Weng, Cheng-Yu Charlie, Stacy, Aaron, Castillo, Juan J., Delannoy-Bruno, Omar, Webber, Daniel M., Barratt, Michael J., Gordon, Jeffrey I., Mills, David A., German, J. Bruce, Fukagawa, Naomi K., and Lebrilla, Carlito B.
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- 2024
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19. Optimizing Learning Outcomes when Teaching Sight Words using Fruits and Vegetables as Reinforcers
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Kronfli, Faris R., Vollmer, Timothy R., Hack, Garret O., and DuBois, Garrit D.
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- 2024
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20. Deep vessel segmentation based on a new combination of vesselness filters
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Garret, Guillaume, Vacavant, Antoine, and Frindel, Carole
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Electrical Engineering and Systems Science - Image and Video Processing ,Computer Science - Computer Vision and Pattern Recognition - Abstract
Vascular segmentation represents a crucial clinical task, yet its automation remains challenging. Because of the recent strides in deep learning, vesselness filters, which can significantly aid the learning process, have been overlooked. This study introduces an innovative filter fusion method crafted to amplify the effectiveness of vessel segmentation models. Our investigation seeks to establish the merits of a filter-based learning approach through a comparative analysis. Specifically, we contrast the performance of a U-Net model trained on CT images with an identical U-Net configuration trained on vesselness hyper-volumes using matching parameters. Our findings, based on two vascular datasets, highlight improved segmentations, especially for small vessels, when the model's learning is exposed to vessel-enhanced inputs., Comment: 8 pages, 3 figures. This work has been submitted to the 21st IEEE International Symposium on Biomedical Imaging (ISBI 2024) for possible publication
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- 2024
21. Prevotella copri and microbiota members mediate the beneficial effects of a therapeutic food for malnutrition.
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Chang, Hao-Wei, Lee, Evan, Wang, Yi, Zhou, Cyrus, Pruss, Kali, Henrissat, Suzanne, Chen, Robert, Kao, Clara, Hibberd, Matthew, Lynn, Hannah, Webber, Daniel, Crane, Marie, Cheng, Jiye, Rodionov, Dmitry, Arzamasov, Aleksandr, Castillo, Juan, Couture, Garret, Chen, Ye, Balcazo, Nikita, Terrapon, Nicolas, Henrissat, Bernard, Ilkayeva, Olga, Muehlbauer, Michael, Newgard, Christopher, Mostafa, Ishita, Das, Subhasish, Mahfuz, Mustafa, Osterman, Andrei, Barratt, Michael, Ahmed, Tahmeed, Gordon, Jeffrey, and Lebrilla, Carlito
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Child ,Humans ,Animals ,Mice ,Microbiota ,Gastrointestinal Microbiome ,Malnutrition ,Weight Gain ,Prevotella - Abstract
Microbiota-directed complementary food (MDCF) formulations have been designed to repair the gut communities of malnourished children. A randomized controlled trial demonstrated that one formulation, MDCF-2, improved weight gain in malnourished Bangladeshi children compared to a more calorically dense standard nutritional intervention. Metagenome-assembled genomes from study participants revealed a correlation between ponderal growth and expression of MDCF-2 glycan utilization pathways by Prevotella copri strains. To test this correlation, here we use gnotobiotic mice colonized with defined consortia of age- and ponderal growth-associated gut bacterial strains, with or without P. copri isolates closely matching the metagenome-assembled genomes. Combining gut metagenomics and metatranscriptomics with host single-nucleus RNA sequencing and gut metabolomic analyses, we identify a key role of P. copri in metabolizing MDCF-2 glycans and uncover its interactions with other microbes including Bifidobacterium infantis. P. copri-containing consortia mediated weight gain and modulated energy metabolism within intestinal epithelial cells. Our results reveal structure-function relationships between MDCF-2 and members of the gut microbiota of malnourished children with potential implications for future therapies.
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- 2024
22. The putative error prone polymerase REV1 mediates DNA damage and drug resistance in Candida albicans
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Agyare-Tabbi, Michelle R., Uthayakumar, Deeva, Francis, Desiree, Maroc, Laetitia, Grant, Chris, McQueen, Peter, Westmacott, Garret, Shaker, Hajer, Skulska, Iwona, Gagnon-Arsenault, Isabelle, Boisvert, Jonathan, Landry, Christian R., and Shapiro, Rebecca S.
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- 2024
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23. Discovering Internal Validity Threats and Operational Concerns in Single-Case Experimental Designs Through Directed Acyclic Graphs
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Hall, Garret J., Putzeys, Sophia, Kratochwill, Thomas R., and Levin, Joel R.
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- 2024
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24. Integrating the Memory Support Intervention into the Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C): can improving memory for treatment in midlife and older adults improve patient outcomes? Study protocol for a randomized controlled trial
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Milner, Anne E., Hache, Rafael Esteva, Oliver, Sophia, Sarfan, Laurel D., Spencer, Julia M., Cogan, Ashby, Jiang, Yimei, Agnew, Emma R., Zieve, Garret G., Martin, Jennifer L., Zeidler, Michelle R., Dong, Lu, Carpenter, Joseph K., Varghese, Joshua, Bol, Kiely, Bajwa, Zia, Tighe, Caitlan A., and Harvey, Allison G.
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- 2024
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25. piRNAs are regulators of metabolic reprogramming in stem cells
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Rojas-Ríos, Patricia, Chartier, Aymeric, Enjolras, Camille, Cremaschi, Julie, Garret, Céline, Boughlita, Adel, Ramat, Anne, and Simonelig, Martine
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- 2024
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26. Spatial organization of translation and translational repression in two phases of germ granules
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Ramat, Anne, Haidar, Ali, Garret, Céline, and Simonelig, Martine
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- 2024
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27. Investigating the influence of perinatal fluoxetine exposure on murine gut microbial communities during pregnancy and lactation
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Desorcy-Scherer, Katelyn, Zuniga-Chaves, Ibrahim, Reisner, Maggie A., Suen, Garret, and Hernandez, Laura L.
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- 2024
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28. X-ray screening of donated wild game is insufficient to protect children from lead exposure
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Buenz, Eric J., Parry, Gareth J., Hunter, Simon, Powell, Garret M., Berghamer, Dominik, Cieraad, Ellen, Hampton, Jordan O., Arnemo, Jon M., and Bauer, Brent A.
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- 2024
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29. Distinct neurochemical influences on fMRI response polarity in the striatum
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Cerri, Domenic H., Albaugh, Daniel L., Walton, Lindsay R., Katz, Brittany, Wang, Tzu-Wen, Chao, Tzu-Hao Harry, Zhang, Weiting, Nonneman, Randal J., Jiang, Jing, Lee, Sung-Ho, Etkin, Amit, Hall, Catherine N., Stuber, Garret D., and Shih, Yen-Yu Ian
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- 2024
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30. A consistent map in the medial entorhinal cortex supports spatial memory
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Malone, Taylor J., Tien, Nai-Wen, Ma, Yan, Cui, Lian, Lyu, Shangru, Wang, Garret, Nguyen, Duc, Zhang, Kai, Myroshnychenko, Maxym V., Tyan, Jean, Gordon, Joshua A., Kupferschmidt, David A., and Gu, Yi
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- 2024
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31. Investigating the Lorentz Invariance Violation effect using different cosmological backgrounds
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Abdalla, Hassan, Cotter, Garret, Backes, Michael, Kasai, Eli, and Böttcher, Markus
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Astrophysics - High Energy Astrophysical Phenomena ,General Relativity and Quantum Cosmology - Abstract
Familiar concepts in physics, such as Lorentz symmetry, are expected to be broken at energies approaching the Planck energy scale as predicted by several quantum-gravity theories. However, such very large energies are unreachable by current experiments on Earth. Current and future Cherenkov telescope facilities may have the capability to measure the accumulated deformation from Lorentz symmetry for photons traveling over large distances via energy-dependent time delays. One of the best natural laboratories to test Lorentz Invariance Violation~(LIV) signatures are Gamma-ray bursts~(GRBs). The calculation of time delays due to the LIV effect depends on the cosmic expansion history. In most of the previous works calculating time lags due to the LIV effect, the standard $\Lambda$CDM (or concordance) cosmological model is assumed. In this paper, we investigate whether the LIV signature is significantly different when assuming alternatives to the $\Lambda$CDM cosmological model. Specifically, we consider cosmological models with a non-trivial dark-energy equation of state ($w \neq -1$), such as the standard Chevallier-Polarski-Linder~(CPL) parameterization, the quadratic parameterization of the dark-energy equation of state, and the Pade parameterizations. We find that the relative difference in the predicted time lags is small, of the order of at most a few percent, and thus likely smaller than the systematic errors of possible measurements currently or in the near future., Comment: Accepted for publication in Class. Quantum Grav., 10 pages, 1 figure
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- 2023
32. Hypergraph Topological Features for Autoencoder-Based Intrusion Detection for Cybersecurity Data
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Kay, Bill, Aksoy, Sinan G., Baird, Molly, Best, Daniel M., Jenne, Helen, Joslyn, Cliff, Potvin, Christopher, Henselman-Petrusek, Gregory, Seppala, Garret, Young, Stephen J., and Purvine, Emilie
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Computer Science - Cryptography and Security ,55N31 - Abstract
In this position paper, we argue that when hypergraphs are used to capture multi-way local relations of data, their resulting topological features describe global behaviour. Consequently, these features capture complex correlations that can then serve as high fidelity inputs to autoencoder-driven anomaly detection pipelines. We propose two such potential pipelines for cybersecurity data, one that uses an autoencoder directly to determine network intrusions, and one that de-noises input data for a persistent homology system, PHANTOM. We provide heuristic justification for the use of the methods described therein for an intrusion detection pipeline for cyber data. We conclude by showing a small example over synthetic cyber attack data.
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- 2023
33. Direct observation of the Higgs particle in a superconductor by non-equilibrium Raman scattering
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Glier, Tomke E., Tian, Sida, Rerrer, Mika, Westphal, Lea, Lüllau, Garret, Feng, Liwen, Dolgner, Jakob, Haenel, Rafael, Zonno, Marta, Eisaki, Hiroshi, Greven, Martin, Damascelli, Andrea, Kaiser, Stefan, Manske, Dirk, and Rübhausen, Michael
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Condensed Matter - Superconductivity - Abstract
Even before its role in electroweak symmetry breaking, the Anderson-Higgs mechanism was introduced to explain the Meissner effect in superconductors. Spontaneous symmetry-breaking yields massless phase modes representing the low-energy excitations of the Mexican-Hat potential. Only in superconductors the phase mode is shifted towards higher energies owing to the gauge field of the charged condensate. This results in a low-energy excitation spectrum governed by the Higgs mode. Consequently, the Meissner effect signifies a macroscopic quantum condensate in which a photon acquires mass, representing a one-to-one analogy to high-energy physics. We report on the direct observation of the Higgs particle in the high-temperature superconductor Bi-2212 by developing an innovative technique to study its symmetries and energies after a "soft quench" of the Mexican-Hat potential. Population inversion of the metastable Higgs particle induced by an initial laser pulse allows identifying the polarization-dependent Higgs modes as an additional anti-Stokes Raman-scattering signal. Within Ginzburg-Landau theory, the Higgs-mode energy is connected to the Cooper-pair coherence length. Within a BCS weak-coupling model we develop a quantitative and coherent description of single-particle and two-particle channels. This opens the avenue for Higgs Spectroscopy in quantum condensates and provides a unique pathway to control and explore Higgs physics., Comment: Revised version with rewritten text elements and added theory description of the experimental data, new section in SI S.2, S.3, and S.4, experimental data and results unchanged
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- 2023
34. Global and Local Nilpotent Bases of Matrices
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Sobczyk, Garret
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Mathematical Physics ,05C20, 15A66, 15A75, 65T60 - Abstract
In studying the unusual properties of a special Witt basis of a Clifford geometric algebra with a Lorentz metric, a new concept of local duality makes it possible to define any real geometric algebra by complexifying this structure. Whereas a global basis of Witt null vectors is defined in terms of a pair of correlated Grassmann algebras in a geometric algebra of neutral signature, the special Witt basis of a Lorentz geometric algebra is defined in terms of a single Grassmann algebra. The relationship between these different concepts of duality, and their matrix representations, is studied in terms of simple examples. A surprising connection is exhibited between discrete Fourier and Wavelet transforms and the concept of local duality., Comment: 12 pages, 1 Table
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- 2023
35. Malicious Cyber Activity Detection Using Zigzag Persistence
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Myers, Audun, Bittner, Alyson, Aksoy, Sinan, Best, Daniel M., Henselman-Petrusek, Gregory, Jenne, Helen, Joslyn, Cliff, Kay, Bill, Seppala, Garret, Young, Stephen J., and Purvine, Emilie
- Subjects
Computer Science - Computational Geometry - Abstract
In this study we synthesize zigzag persistence from topological data analysis with autoencoder-based approaches to detect malicious cyber activity and derive analytic insights. Cybersecurity aims to safeguard computers, networks, and servers from various forms of malicious attacks, including network damage, data theft, and activity monitoring. Here we focus on the detection of malicious activity using log data. To do this we consider the dynamics of the data by exploring the changing topology of a hypergraph representation gaining insights into the underlying activity. Hypergraphs provide a natural representation of cyber log data by capturing complex interactions between processes. To study the changing topology we use zigzag persistence which captures how topological features persist at multiple dimensions over time. We observe that the resulting barcodes represent malicious activity differently than benign activity. To automate this detection we implement an autoencoder trained on a vectorization of the resulting zigzag persistence barcodes. Our experimental results demonstrate the effectiveness of the autoencoder in detecting malicious activity in comparison to standard summary statistics. Overall, this study highlights the potential of zigzag persistence and its combination with temporal hypergraphs for analyzing cybersecurity log data and detecting malicious behavior.
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- 2023
36. Synaptic cell-adhesion molecule latrophilin-2 is differentially directed to dendritic domains of hippocampal neurons.
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Murphy, Thomas, Amidon, Ryan, Donohue, Jordan, Li, Libo, and Anderson, Garret
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Cellular neuroscience ,Molecular neuroscience - Abstract
Hippocampal pyramidal cells possess elaborate dendritic arbors with distinct domains that are targeted with input-specific synaptic sites. This synaptic arrangement is facilitated by synaptic cell-adhesion molecules that act as recognition elements to connect presynaptic and postsynaptic neurons. In this study, we investigate the organization of the synaptic recognition molecule latrophilin-2 at the surface of pyramidal neurons classified by spatial positioning and action potential firing patterns. Surveying two hippocampal neurons that highly express latrophilin-2, late-bursting CA1 pyramidal cells and early-bursting subiculum pyramidal cells, we found the molecule to be differentially positioned on their respective dendritic compartments. Investigating this latrophilin-2 positioning at the synaptic level, we found that the molecule is not present within either the pre- or postsynaptic terminal but rather is tightly coupled to synapses at a perisynaptic location. Together these findings indicate that hippocampal latrophilin-2 distribution patterning is cell-type specific, and requires multiple postsynaptic neurons for its synaptic localization.
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- 2024
37. Quantifying Gut Microbial Short-Chain Fatty Acids and Their Isotopomers in Mechanistic Studies Using a Rapid, Readily Expandable LC-MS Platform.
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Suarez, Christopher, Cheang, Shawn, Couture, Garret, Barboza, Mariana, Kalanetra, Karen, Masarweh, Chad, Mills, David, Lebrilla, Carlito, Raybould, Helen, Goodson, Michael, and Weng, Cheng-Yu
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Humans ,Mice ,Animals ,Liquid Chromatography-Mass Spectrometry ,Chromatography ,Liquid ,Gastrointestinal Microbiome ,Tandem Mass Spectrometry ,Fatty Acids ,Volatile - Abstract
Short-chain fatty acids (SCFAs) comprise the largest group of gut microbial fermentation products. While absorption of most nutrients occurs in the small intestine, indigestible dietary components, such as fiber, reach the colon and are processed by the gut microbiome to produce a wide array of metabolites that influence host physiology. Numerous studies have implicated SCFAs as key modulators of host health, such as in regulating irritable bowel syndrome (IBS). However, robust methods are still required for their detection and quantitation to meet the demands of biological studies probing the complex interplay of the gut-host-health paradigm. In this study, a sensitive, rapid-throughput, and readily expandible UHPLC-QqQ-MS platform using 2-PA derivatization was developed for the quantitation of gut-microbially derived SCFAs, related metabolites, and isotopically labeled homologues. The utility of this platform was then demonstrated by investigating the production of SCFAs in cecal contents from mice feeding studies, human fecal bioreactors, and fecal/bacterial fermentations of isotopically labeled dietary carbohydrates. Overall, the workflow proposed in this study serves as an invaluable tool for the rapidly expanding gut-microbiome and precision nutrition research field.
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- 2024
38. Intermuscular coherence as an early biomarker for amyotrophic lateral sclerosis: The protocol for a prospective, multicenter study.
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Issa, Naoum, Aydin, Serdar, Polley, Eric, Carberry, Nathan, Garret, Mark, Smith, Sean, Habib, Ali, Baumgartner, Nicholas, Soliven, Betty, and Rezania, Kourosh
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Amyotrophic Lateral Sclerosis ,Humans ,Prospective Studies ,Electromyography ,Biomarkers ,Male ,Female ,Middle Aged ,Muscle ,Skeletal ,Motor Neurons ,Aged ,Adult - Abstract
OBJECTIVE: To describe the protocol of a prospective study to test the validity of intermuscular coherence (IMC) as a diagnostic tool and biomarker of upper motor neuron degeneration in amyotrophic lateral sclerosis (ALS). METHODS: This is a multicenter, prospective study. IMC of muscle pairs in the upper and lower limbs is gathered in ∼650 subjects across three groups using surface electrodes and conventional electromyography (EMG) machines. The following subjects will be tested: 1) neurotypical controls; 2) patients with symptomatology suggestive for early ALS but not meeting probable or definite ALS by Awaji Criteria; 3) patients with a known ALS mimic. The recruitment period is between 3/31/2021 and 12/31/2025. Written consent will be sought from the subject or the subjects legally authorized representative during enrollment. RESULTS: The endpoints of this study include: 1) whether adding IMC to the Awaji ALS criteria improve its sensitivity in early ALS and can allow for diagnosis earlier; 2) constructing a database of IMC across different ages, genders, and ethnicities. SIGNIFICANCE: This study may validate a new inexpensive, painless, and widely available tool for the diagnosis of ALS.
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- 2024
39. Bioactive glycans in a microbiome-directed food for children with malnutrition.
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Hibberd, Matthew, Webber, Daniel, Rodionov, Dmitry, Henrissat, Suzanne, Chen, Robert, Zhou, Cyrus, Lynn, Hannah, Wang, Yi, Chang, Hao-Wei, Lee, Evan, Lelwala-Guruge, Janaki, Kazanov, Marat, Arzamasov, Aleksandr, Leyn, Semen, Lombard, Vincent, Terrapon, Nicolas, Henrissat, Bernard, Castillo, Juan, Couture, Garret, Bacalzo, Nikita, Chen, Ye, Lebrilla, Carlito, Mostafa, Ishita, Das, Subhasish, Mahfuz, Mustafa, Barratt, Michael, Osterman, Andrei, Ahmed, Tahmeed, and Gordon, Jeffrey
- Subjects
Humans ,Infant ,Bacteria ,Bangladesh ,Body Weight ,Feces ,Food ,Gastrointestinal Microbiome ,Genome ,Bacterial ,Malnutrition ,Metagenome ,Polysaccharides ,Weight Gain - Abstract
Evidence is accumulating that perturbed postnatal development of the gut microbiome contributes to childhood malnutrition1-4. Here we analyse biospecimens from a randomized, controlled trial of a microbiome-directed complementary food (MDCF-2) that produced superior rates of weight gain compared with a calorically more dense conventional ready-to-use supplementary food in 12-18-month-old Bangladeshi children with moderate acute malnutrition4. We reconstructed 1,000 bacterial genomes (metagenome-assembled genomes (MAGs)) from the faecal microbiomes of trial participants, identified 75 MAGs of which the abundances were positively associated with ponderal growth (change in weight-for-length Z score (WLZ)), characterized changes in MAG gene expression as a function of treatment type and WLZ response, and quantified carbohydrate structures in MDCF-2 and faeces. The results reveal that two Prevotella copri MAGs that are positively associated with WLZ are the principal contributors to MDCF-2-induced expression of metabolic pathways involved in utilizing the component glycans of MDCF-2. The predicted specificities of carbohydrate-active enzymes expressed by their polysaccharide-utilization loci are correlated with (1) the in vitro growth of Bangladeshi P. copri strains, possessing varying degrees of polysaccharide-utilization loci and genomic conservation with these MAGs, in defined medium containing different purified glycans representative of those in MDCF-2, and (2) the levels of faecal carbohydrate structures in the trial participants. These associations suggest that identifying bioactive glycan structures in MDCFs metabolized by growth-associated bacterial taxa will help to guide recommendations about their use in children with acute malnutrition and enable the development of additional formulations.
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- 2024
40. Selective haematological cancer eradication with preserved haematopoiesis
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Garaudé, Simon, Marone, Romina, Lepore, Rosalba, Devaux, Anna, Beerlage, Astrid, Seyres, Denis, Dell’ Aglio, Alessandro, Juskevicius, Darius, Zuin, Jessica, Burgold, Thomas, Wang, Sisi, Katta, Varun, Manquen, Garret, Li, Yichao, Larrue, Clément, Camus, Anna, Durzynska, Izabela, Wellinger, Lisa C., Kirby, Ian, Van Berkel, Patrick H., Kunz, Christian, Tamburini, Jérôme, Bertoni, Francesco, Widmer, Corinne C., Tsai, Shengdar Q., Simonetta, Federico, Urlinger, Stefanie, and Jeker, Lukas T.
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- 2024
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41. A Multiobjective Reinforcement Learning Framework for Microgrid Energy Management
- Author
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Liu, M. Vivienne, Reed, Patrick M., Gold, David, Quist, Garret, and Anderson, C. Lindsay
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Electrical Engineering and Systems Science - Systems and Control ,Computer Science - Machine Learning - Abstract
The emergence of microgrids (MGs) has provided a promising solution for decarbonizing and decentralizing the power grid, mitigating the challenges posed by climate change. However, MG operations often involve considering multiple objectives that represent the interests of different stakeholders, leading to potentially complex conflicts. To tackle this issue, we propose a novel multi-objective reinforcement learning framework that explores the high-dimensional objective space and uncovers the tradeoffs between conflicting objectives. This framework leverages exogenous information and capitalizes on the data-driven nature of reinforcement learning, enabling the training of a parametric policy without the need for long-term forecasts or knowledge of the underlying uncertainty distribution. The trained policies exhibit diverse, adaptive, and coordinative behaviors with the added benefit of providing interpretable insights on the dynamics of their information use. We employ this framework on the Cornell University MG (CU-MG), which is a combined heat and power MG, to evaluate its effectiveness. The results demonstrate performance improvements in all objectives considered compared to the status quo operations and offer more flexibility in navigating complex operational tradeoffs., Comment: This work will be submitted to the IEEE Transactions on Smart Grid for possible publication
- Published
- 2023
42. Itinerant Quantum Integers: The Language of Quantum Computers
- Author
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Sobczyk, Garret
- Subjects
Physics - General Physics ,05C20, 15A66, 15A75 - Abstract
The concept of positively and negatively compatible null vectors arises in the study of Clifford geometric algebras with a Lorentz-Minkowski metric. In previous works, the basic properties of such algebras have been set down in terms of a new principle of quantum duality. In the present work, the same structure is studied in terms of real and complex quantum integers, which generalize the real and complex number systems. It seems natural to identify a qubit as a pair of compatible null vectors; the up state of the qubit being their sum, and the down state being their difference. Basic identities are developed to make calculations routine, and two different representations of the symmetric group are given., Comment: 11 pages, one Table
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- 2023
43. Reference Array and Design Consideration for the next-generation Event Horizon Telescope
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Doeleman, Sheperd S., Barrett, John, Blackburn, Lindy, Bouman, Katherine, Broderick, Avery E., Chaves, Ryan, Fish, Vincent L., Fitzpatrick, Garret, Fuentes, Antonio, Freeman, Mark, Gómez, José L., Haworth, Kari, Houston, Janice, Issaoun, Sara, Johnson, Michael D., Kettenis, Mark, Loinard, Laurent, Nagar, Neil, Narayanan, Gopal, Oppenheimer, Aaron, Palumbo, Daniel C. M., Patel, Nimesh, Pesce, Dominic W., Raymond, Alexander W., Roelofs, Freek, Srinivasan, Ranjani, Tiede, Paul, Weintroub, Jonathan, and Wielgus, Maciek
- Subjects
Astrophysics - Instrumentation and Methods for Astrophysics - Abstract
We describe the process to design, architect, and implement a transformative enhancement of the Event Horizon Telescope (ngEHT). This program - the next-generation Event Horizon Telescope (ngEHT) - will form a networked global array of radio dishes capable of making high-fidelity real-time movies of supermassive black holes (SMBH) and their emanating jets. This builds upon the EHT principally by deploying additional modest-diameter dishes to optimized geographic locations to enhance the current global mm/submm wavelength Very Long Baseline Interferometric (VLBI) array, which has, to date, utilized mostly pre-existing radio telescopes. The ngEHT program further focuses on observing at three frequencies simultaneously for increased sensitivity and Fourier spatial frequency coverage. Here, the concept, science goals, design considerations, station siting and instrument prototyping are discussed, and a preliminary reference array to be implemented in phases is described., Comment: Submitted to the journal Galaxies
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- 2023
- Full Text
- View/download PDF
44. Comparison of roosting behavior between two disparate landscapes by a Neotropical bat (Artibeus lituratus) in the Atlantic Forest of Paraguay
- Author
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Langlois, Garret D. and Stevens, Richard D.
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- 2024
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- View/download PDF
45. Cognitive Therapy-as-Usual versus Cognitive Therapy plus the Memory Support Intervention for adults with depression: 12-month outcomes and opportunities for improved efficacy in a secondary analysis of a randomized controlled trial.
- Author
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Zieve, Garret, Sarfan, Laurel, Dong, Lu, Tiab, Sondra, Tran, Melanie, and Harvey, Allison
- Subjects
Cognitive therapy ,Depression ,Memory ,Memory support ,Humans ,Adult ,Depression ,Depressive Disorder ,Major ,Memory ,Mental Recall ,Treatment Outcome ,Cognitive Behavioral Therapy - Abstract
OBJECTIVE: Patient memory for treatment is emerging as an important transdiagnostic mechanism of treatment outcomes. However, patient memory for treatment is limited. The Memory Support Intervention was developed to improve patient memory for treatment and thereby strengthen treatment outcomes. In this secondary analysis, the primary, preregistered aim was to test the 12-month follow-up outcomes of the Memory Support Intervention when used with cognitive therapy (CT + MS) for major depressive disorder, relative to CT-as-usual. The secondary, exploratory aim was to investigate opportunities to improve efficacy of the Memory Support Intervention. METHOD: Adults (N = 178) with major depressive disorder were randomized to CT-as-usual or CT + MS. Therapist use of memory support and patient memory for treatment, depression symptoms, and overall functioning were measured in blind assessments. RESULTS: Findings did not support differences between treatment conditions at 12-month follow-up. Therapists used memory support strategies with a narrow subset of treatment contents, and similarly, patients recalled a narrow subset of treatment contents. CONCLUSIONS: The findings highlight ways to strengthen the efficacy of the Memory Support Intervention, such as applying memory support strategies across a wider variety of treatment contents, which in turn, may boost patient recall and outcomes.
- Published
- 2023
46. Inducible CRISPR-targeted knockdown of human gut Bacteroides in gnotobiotic mice discloses glycan utilization strategies.
- Author
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Beller, Zachary, Wesener, Darryl, Seebeck, Timothy, Guruge, Janaki, Byrne, Alexandra, Henrissat, Suzanne, Terrapon, Nicolas, Henrissat, Bernard, Rodionov, Dmitry, Osterman, Andrei, Suarez, Chris, Bacalzo, Nikita, Chen, Ye, Couture, Garret, Zhang, Zhigang, Eastlund, Erik, McCann, Caitlin, Davis, Gregory, Gordon, Jeffrey, and Lebrilla, Carlito
- Subjects
CRISPR mutagenesis ,community ecology/interbacterial interactions ,gnotobiotic mice ,human gut microbiome ,polysaccharide utilization ,Humans ,Animals ,Mice ,Bacteroides ,Polysaccharides ,Bacteroides thetaiotaomicron ,Biological Assay ,Diet ,Western - Abstract
Understanding how members of the human gut microbiota prioritize nutrient resources is one component of a larger effort to decipher the mechanisms defining microbial community robustness and resiliency in health and disease. This knowledge is foundational for development of microbiota-directed therapeutics. To model how bacteria prioritize glycans in the gut, germfree mice were colonized with 13 human gut bacterial strains, including seven saccharolytic Bacteroidaceae species. Animals were fed a Western diet supplemented with pea fiber. After community assembly, an inducible CRISPR-based system was used to selectively and temporarily reduce the absolute abundance of Bacteroides thetaiotaomicron or B. cellulosilyticus by 10- to 60-fold. Each knockdown resulted in specific, reproducible increases in the abundances of other Bacteroidaceae and dynamic alterations in their expression of genes involved in glycan utilization. Emergence of these alternate consumers was associated with preservation of community saccharolytic activity. Using an inducible system for CRISPR base editing in vitro, we disrupted translation of transporters critical for utilizing dietary polysaccharides in Phocaeicola vulgatus, a B. cellulosilyticus knockdown-responsive taxon. In vitro and in vivo tests of the resulting P. vulgatus mutants allowed us to further characterize mechanisms associated with its increased fitness after knockdown. In principle, the approach described can be applied to study utilization of a range of nutrients and to preclinical efforts designed to develop therapeutic strategies for precision manipulation of microbial communities.
- Published
- 2023
47. Survey of open science practices and attitudes in the social sciences.
- Author
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Ferguson, Joel, Littman, Rebecca, Christensen, Garret, Paluck, Elizabeth, Swanson, Nicholas, Wang, Zenan, Miguel, Edward, Birke, David, and Pezzuto, John-Henry
- Subjects
Humans ,Social Sciences ,Politics ,Research Personnel ,Students ,Attitude - Abstract
Open science practices such as posting data or code and pre-registering analyses are increasingly prescribed and debated in the applied sciences, but the actual popularity and lifetime usage of these practices remain unknown. This study provides an assessment of attitudes toward, use of, and perceived norms regarding open science practices from a sample of authors published in top-10 (most-cited) journals and PhD students in top-20 ranked North American departments from four major social science disciplines: economics, political science, psychology, and sociology. We observe largely favorable private attitudes toward widespread lifetime usage (meaning that a researcher has used a particular practice at least once) of open science practices. As of 2020, nearly 90% of scholars had ever used at least one such practice. Support for posting data or code online is higher (88% overall support and nearly at the ceiling in some fields) than support for pre-registration (58% overall). With respect to norms, there is evidence that the scholars in our sample appear to underestimate the use of open science practices in their field. We also document that the reported lifetime prevalence of open science practices increased from 49% in 2010 to 87% a decade later.
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- 2023
48. Therapist training in treating sleep problems: A survey study of clinical practice.
- Author
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Gumport, Nicole, Gasperetti, Caitlin, Zieve, Garret, and Harvey, Allison
- Subjects
clinical practice ,sleep disorders ,training ,Humans ,Surveys and Questionnaires ,Sleep Wake Disorders - Abstract
OBJECTIVES: Mental health care clinicians training in treating sleep problems was investigated. We examined clinicians (1) prior training in providing treatment for sleep problems, (2) interest in receiving training in treatment for sleep problems, and (3) perceptions of the importance of treating sleep problems and interest in incorporating sleep treatments into their practices. METHODS: An online survey was completed by 137 clinicians. RESULTS: The majority of clinicians (61.31%) reported receiving prior training in treating sleep problems, most commonly in the form of a workshop and after receiving a graduate degree. Most clinicians reported interest in receiving further training in treating sleep problems. Clinicians reported that the majority (66.67%) of their clients experience sleep problems, yet reported that they address sleep with fewer than half of clients. Addressing sleep in treatment was rated as somewhat to very important and most clinicians indicated further interest in receiving training in treating sleep. CONCLUSIONS: Mental health care clinicians receive limited training in treating sleep problems. As clinicians are interested in gaining further training to address sleep concerns within their clinical practice, training programs and continuing education programs should consider increasing the amount of programming in sleep treatment and assessment.
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- 2023
49. Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery
- Author
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Dash, Debadutta, Thapa, Rahul, Banda, Juan M., Swaminathan, Akshay, Cheatham, Morgan, Kashyap, Mehr, Kotecha, Nikesh, Chen, Jonathan H., Gombar, Saurabh, Downing, Lance, Pedreira, Rachel, Goh, Ethan, Arnaout, Angel, Morris, Garret Kenn, Magon, Honor, Lungren, Matthew P, Horvitz, Eric, and Shah, Nigam H.
- Subjects
Computer Science - Artificial Intelligence ,Computer Science - Computation and Language ,Computer Science - Information Retrieval - Abstract
Despite growing interest in using large language models (LLMs) in healthcare, current explorations do not assess the real-world utility and safety of LLMs in clinical settings. Our objective was to determine whether two LLMs can serve information needs submitted by physicians as questions to an informatics consultation service in a safe and concordant manner. Sixty six questions from an informatics consult service were submitted to GPT-3.5 and GPT-4 via simple prompts. 12 physicians assessed the LLM responses' possibility of patient harm and concordance with existing reports from an informatics consultation service. Physician assessments were summarized based on majority vote. For no questions did a majority of physicians deem either LLM response as harmful. For GPT-3.5, responses to 8 questions were concordant with the informatics consult report, 20 discordant, and 9 were unable to be assessed. There were 29 responses with no majority on "Agree", "Disagree", and "Unable to assess". For GPT-4, responses to 13 questions were concordant, 15 discordant, and 3 were unable to be assessed. There were 35 responses with no majority. Responses from both LLMs were largely devoid of overt harm, but less than 20% of the responses agreed with an answer from an informatics consultation service, responses contained hallucinated references, and physicians were divided on what constitutes harm. These results suggest that while general purpose LLMs are able to provide safe and credible responses, they often do not meet the specific information need of a given question. A definitive evaluation of the usefulness of LLMs in healthcare settings will likely require additional research on prompt engineering, calibration, and custom-tailoring of general purpose models., Comment: 27 pages including supplemental information
- Published
- 2023
50. Key Science Goals for the Next-Generation Event Horizon Telescope
- Author
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Johnson, Michael D., Akiyama, Kazunori, Blackburn, Lindy, Bouman, Katherine L., Broderick, Avery E., Cardoso, Vitor, Fender, R. P., Fromm, Christian M., Galison, Peter, Gómez, José L., Haggard, Daryl, Lister, Matthew L., Lobanov, Andrei P., Markoff, Sera, Narayan, Ramesh, Natarajan, Priyamvada, Nichols, Tiffany, Pesce, Dominic W., Younsi, Ziri, Chael, Andrew, Chatterjee, Koushik, Chaves, Ryan, Doboszewski, Juliusz, Dodson, Richard, Doeleman, Sheperd S., Elder, Jamee, Fitzpatrick, Garret, Haworth, Kari, Houston, Janice, Issaoun, Sara, Kovalev, Yuri Y., Levis, Aviad, Lico, Rocco, Marcoci, Alexandru, Martens, Niels C. M., Nagar, Neil M., Oppenheimer, Aaron, Palumbo, Daniel C. M., Ricarte, Angelo, Rioja, María J., Roelofs, Freek, Thresher, Ann C., Tiede, Paul, Weintroub, Jonathan, and Wielgus, Maciek
- Subjects
Astrophysics - High Energy Astrophysical Phenomena ,Astrophysics - Astrophysics of Galaxies ,Astrophysics - Instrumentation and Methods for Astrophysics - Abstract
The Event Horizon Telescope (EHT) has led to the first images of a supermassive black hole, revealing the central compact objects in the elliptical galaxy M87 and the Milky Way. Proposed upgrades to this array through the next-generation EHT (ngEHT) program would sharply improve the angular resolution, dynamic range, and temporal coverage of the existing EHT observations. These improvements will uniquely enable a wealth of transformative new discoveries related to black hole science, extending from event-horizon-scale studies of strong gravity to studies of explosive transients to the cosmological growth and influence of supermassive black holes. Here, we present the key science goals for the ngEHT and their associated instrument requirements, both of which have been formulated through a multi-year international effort involving hundreds of scientists worldwide., Comment: 32 pages, 11 figures, accepted for publication in a special issue of Galaxies on the ngEHT (https://www.mdpi.com/journal/galaxies/special_issues/ngEHT_blackholes)
- Published
- 2023
- Full Text
- View/download PDF
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