Demands and Resources in Work Mediated by Digital Platforms: A Scoping Review of the Literature by Laila Leite Carneiro (14601653)

“…For that, it used the model of job demands and resources (JD-R) as a theoretical basis. …”

Implementation and Validation of Fully Relativistic GW Calculations: Spin-Orbit Coupling in Molecules, Nanocrystals, and Solids by Qresp UChicago (5558750)

“…We also address the use of different root-finding algorithms for the G0W0 quasiparticle equation and the significant influence of including d electrons in the valence partition of the pseudopotential for G0W0 calculations. …”

Collaborative Research: SCIPE: Interdisciplinary Research Support Community for Artificial Intelligence and Data Sciences by Sanmukh Kuppannagari (21798863)

“…<br><br>To achieve 10x-100x reduction in DNN energy consumption, a holistic approach is pursued, which encompasses: (1) new circuit designs that leverage emerging CMOS+X technologies; (2) a novel near-memory architecture in which processing elements are seamlessly integrated with traditional Dynamic RAM (DRAM); (3) novel 3D-matrix-based per-layer DNN computations and data-layout optimizations for kernel weights; and (4) algorithms and hardware/software co-design tailored for near-real-time DNN-based signal classification in next-generation wireless systems. …”

Table 1_Reducing misdiagnosis in AI-driven medical diagnostics: a multidimensional framework for technical, ethical, and policy solutions.docx by Yue Li (102191)

“…</p>Results<p>Our analysis shows that misdiagnosis often results from data bias, lack of model transparency, and ambiguous responsibility. …”

DataSheet1_Assessment of Local Observation of Atomic Ordering in Alloys via the Radial Distribution Function: A Computational and Experimental Approach.docx by Alexander D. Greenhalgh (11871362)

“…<p>As a powerful analytical technique, atom probe tomography (APT) has the capacity to acquire the spatial distribution of millions of atoms from a complex sample. However, extracting information at the Ångstrom-scale on atomic ordering remains a challenge due to the limits of the APT experiment and data analysis algorithms. …”

Quantification of computational geometric congruence in surface-based registration for spinal intra-operative three-dimensional navigation by Daipayan Guha (4262218)

“…Maps were fitted to symmetrical geometries (cylindrical/spherical/planar) using computational modelling, and the degree of model fit quantified based on the ratio of model inliers to total points.…”

Implementation and Validation of Fully Relativistic <i>GW</i> Calculations: Spin–Orbit Coupling in Molecules, Nanocrystals, and Solids by Peter Scherpelz (2877602)

“…We also address the use of different root-finding algorithms for the <i>G</i>₀<i>W</i>₀ quasiparticle equation and the significant influence of including d electrons in the valence partition of the pseudopotential for <i>G</i>₀<i>W</i>₀ calculations. …”

Implementation and Validation of Fully Relativistic <i>GW</i> Calculations: Spin–Orbit Coupling in Molecules, Nanocrystals, and Solids by Peter Scherpelz (2877602)

“…We also address the use of different root-finding algorithms for the <i>G</i>₀<i>W</i>₀ quasiparticle equation and the significant influence of including d electrons in the valence partition of the pseudopotential for <i>G</i>₀<i>W</i>₀ calculations. …”

Data Sheet 1_Beyond the current state of just-in-time adaptive interventions in mental health: a qualitative systematic review.pdf by Claire R. van Genugten (20626733)

“…To accomplish this, JITAIs often apply complex analytic techniques, such as machine learning or Bayesian algorithms to real- or near-time data acquired from smartphones and other sensors. …”

An exploratory study of artificial intelligence adoption in higher education by Adrian Szilard Nagy (19352993)

“…Moreover, this exploration also tests the role of social goals as a mediator variable connecting these elements. As a research method, a survey was conducted using a survey of students and academic staff from various universities in North Sulawesi with a sample size of 330 people with different educational backgrounds. …”

Machine Learning-Ready Dataset for Cytotoxicity Prediction of Metal Oxide Nanoparticles by Soham Savarkar (21811825)

“…</p><p dir="ltr">Encoding: Categorical variables such as surface coating and cell type were grouped into logical classes and label-encoded to enable model compatibility.</p><p dir="ltr"><b>Applications and Model Compatibility:</b></p><p dir="ltr">The dataset is optimized for use in supervised learning workflows and has been tested with algorithms such as:</p><p dir="ltr">Gradient Boosting Machines (GBM),</p><p dir="ltr">Support Vector Machines (SVM-RBF),</p><p dir="ltr">Random Forests, and</p><p dir="ltr">Principal Component Analysis (PCA) for feature reduction.…”

Metadata table for 350 images associated with 200 randomly-selected US print news stories about climate change by Stacy Rebich-Hespanha (503152)

“…Because this corpus was collected primarily for algorithmic text analysis, only English-language articles were included. …”