Generative Stochastic Modeling of Strongly Nonlinear Flows with Non-Gaussian Statistics by Arbabi, Hassan, Sapsis, Themistoklis

“…Then we find the set of decoupled SDEs that admit the reference measure as the invariant measure, and also closely match the spectrum of the transformed data. …”
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From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models by Englhardt, Zachary, Ma, Chengqian, Morris, Margaret E., Chang, Chun-Cheng, Xu, Xuhai "Orson", Qin, Lianhui, McDuff, Daniel, Liu, Xin, Patel, Shwetak, Iyer, Vikram

“…We then prompt the LLM to perform binary classification, achieving accuracies of 61.1%, exceeding the state of the art. We find models like GPT-4 correctly reference numerical data 75% of the time. …”
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Examining discrimination in home improvement financing (Home Mortgage Disclosure Act 2012–2016) and neighborhood health in the United States by Davis, Brigette A., Arcaya, Mariana C., Williams, David R., Metzger, Molly, Krieger, Nancy

“…We find that white (r = 0.203), but not Black (r = 0.02) home improvement applications are correlated with the proportion of Black residents currently residing in the census tract. …”
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Charge shielding effects of PEG bound to NH2-terminated PAMAM dendrimers – an experimental approach by Johnston, Brandon M, Grodzinsky, Alan J, Hammond, Paula T

“…These data, coupled with 1H-NMR, allows us to study more closely the non-covalent interactions between PEG and PAMAM. We find that increasing PEG chain length increases the number of non-covalent interactions. …”
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Experimental Characterization of Iron-Sulfur Cluster Excited States and their Relevance to Electron Transfer Reactions by Skeel, Brighton A.

“…We find additionally that the primary coordination sphere has a strong influence on the topography of these excited state landscapes, in particular that the donor properties of the ligands binding an [Fe₄S₄]¹⁺ cluster determine its ground state valence electron distribution. …”
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Exploring the Affordances of Sequence Mining in Educational Games by Gomez, Manuel J., Ruip?rez-Valiente, Jos? A., Martinez, Pedro A., Kim, Yoon Jeon

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Single-stage and cascade design of high order multiplierless linear phase FIR filters using genetic algorithm by Ye, Wen Bin, Yu, Ya Jun

“…The partition of the search space increases the chances for the GA to find feasible solutions, but does not sacrifice the coverage of the search. …”
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Demographic differences in International students' information source uses and everyday information seeking challenges by Sin, Sei-Ching Joanna

“…Six everyday information domains (e.g., legal, financial, and personal development information) ranked more difficult to find than academic information. Non-credible, irrelevant, and outdated information were found to be the top problems. …”
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Spatiotemporal coordination of FGF and Shh signaling underlies the specification of myoblasts in the zebrafish embryo by Yin, Jianmin, Lee, Raymond, Ono, Yosuke, Ingham, Philip William, Saunders, Timothy E.

“…Muscle formation is guided by highly orchestrated waves of cell specification. We find that FGF directly and indirectly controls the differentiation of fast and slow-twitch muscle lineages, respectively. …”
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Carrier scattering mechanisms limiting mobility in hydrogen-doped indium oxide by Husein, Sebastian, Stuckelberger, Michael, West, Bradley, Ding, Laura, Dauzou, Fabien, Morales-Masis, Monica, Duchamp, Martial, Holman, Zachary, Bertoni, Mariana I.

“…We use the temperature-dependent Hall mobility from 5 to 300 K to determine the limiting electron scattering mechanisms for each film and identify the temperature ranges over which these remain significant. We find that at high hydrogen concentrations, the grain size is reduced, causing the onset of grain boundary scattering. …”
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Genotype-phenotype maps for gene networks: from evolution to computation by Camargo, FQ

“…</p> <p>First, we apply tools from algorithmic information theory to a wide class of inputoutput maps, of which GP maps are a subset. We find that these maps show a strong bias towards simple phenotypes, a pattern known as <em>simplicity bias</em>. …”

Uptake and safety of Sotrovimab for prevention of severe COVID-19 in a cohort and self-controlled case series study by Patone, M, Snelling, AJ, Tibble, H, Coupland, C, Sheikh, A, Hippisley-Cox, J

“…Conclusions: We find no safety signals of concern for possible adverse outcomes in the period 2-28 days post treatment with Sotrovimab. …”

BRCA1 regulation of breast cancer cell motility by Hernandez Nuñez, ZE

“…Different databases were compiled to 1) identify substrates of BRCA1’s enzymatic activity, 2) find proteins that interact with BRCA1 and 3) find proteins with a role in regulating migration. …”

Antigen–antibody complex density and antibody-induced HLA protein unfolding influence Fc-mediated antibody effector function by Murali, TM, Gu, Y, Minhat, RA, Yap, J, Wood, KJ, Wang, C, Gascoigne, NRJ, Anantharaman, V, MacAry, PA

“…Donor-specific antibodies (DSAs) targeting mismatched human leukocyte antigen (HLA) molecules are one of the principal threats to long-term graft survival in solid organ transplantation. …”

Time-series metagenomics reveals changing protistan ecology of a temperate dimictic lake by Krinos, Arianna I., Bowers, Robert M., Rohwer, Robin R., McMahon, Katherine D., Woyke, Tanja, Schulz, Frederik

“…Our findings are important for decoding potential long-term consequences of human interventions, including invasive species introduction.…”
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Effects of plant functional group removal on CO2 fluxes and belowground C stocks across contrasting ecosystems by Grau-Andrés, Roger, Wardle, David A., Gundale, Michael J., Foster, Claire N., Kardol, Paul

“…Changes in plant communities can have large effects on ecosystem carbon (C) dynamics and long-term C stocks. However, how these effects are mediated by environmental context or vary among ecosystems is not well understood. …”
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Interface energetics and dynamics in organic-inorganic hybrid perovskites by Goh, Teck Wee

“…Organic-inorganic lead halide perovskites have gained a lot of attention over the past six years as a desirable class of materials for various devices which has been shown to possess desirable properties such as long diffusion lengths, large carrier mobility, low trap states. …”
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Reservoir system modelling using nondominated sorting genetic algorithm in the framework of climate change by Tukimat, Nurul Nadrah Aqilah

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HEXACO-Personality traits : relations to job satisfaction and job performance. by Goh, Jia Pei., Goh, Pei Shan., Lee, Yan Suan.

“…The focus of this study was to use HEXACO-Personality Inventory model to find out the relationships between personality and work-related variables, such as job satisfaction and job performance. …”
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Women in management positions in the hotel industry in Singapore by Lee, Mei Hwa., Teo, Ai Tee., Yip, June Yoke Ping.

“…This research is undertaken to find out the general profile of women in management in the hotel industry in Singapore, the types of obstacles they encountered in their career, whether the obstacles cause the existence of the glass ceiling and how the different demographic factors affect the types of obstacles encountered.…”
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