Expert System for the Evaluation of Surface Scans of Tape Layups حسب Christopher Mimra (18908182)

"…<p dir="ltr">This Expert System evaluates surface scans of tape layups for defects, such as gaps and overlaps. It combines the "image projection" and the "sigmoid approximation" algorithms to create an image segmentation.…"

Children and Adolescents Meibomian Glands (CAMG) Dataset حسب Li Li (20102834)

"…Images were pre-processed including denoising and normalized and manually annotated by 3 junior ophthalmologists and 1 senior ophthalmologist. …"

Landscape17 حسب Vlad Carare (22092515)

"…Initial pathways between minima were generated through linear interpolation in internal coordinates after endpoint alignment. The NEB algorithm optimizes these interpolations of 20 images with a 50 eV/Å spring constant and convergence criterion of 10⁻² eV/Å for the maximum force component. …"

Table 1_WCSGNet: a graph neural network approach using weighted cell-specific networks for cell-type annotation in scRNA-seq.xlsx حسب Yi-Ran Wang (5938265)

"…We introduce WCSGNet, a graph neural network-based algorithm for automatic cell-type annotation that leverages Weighted Cell-Specific Networks (WCSNs). …"

Image 1_WCSGNet: a graph neural network approach using weighted cell-specific networks for cell-type annotation in scRNA-seq.tif حسب Yi-Ran Wang (5938265)

"…We introduce WCSGNet, a graph neural network-based algorithm for automatic cell-type annotation that leverages Weighted Cell-Specific Networks (WCSNs). …"

Table 2_WCSGNet: a graph neural network approach using weighted cell-specific networks for cell-type annotation in scRNA-seq.docx حسب Yi-Ran Wang (5938265)

"…We introduce WCSGNet, a graph neural network-based algorithm for automatic cell-type annotation that leverages Weighted Cell-Specific Networks (WCSNs). …"

Project Summary: The AI Design Ed project حسب AnneMarie McKenna (20715786)

"…</p><p dir="ltr">AI image generation software is used as a tool in Design and Innovation industry to speed up time consuming tasks <a href="https://www.ideo.com/journal/inviting-algorithms-to-the-design-team" target="_blank">https://www.ideo.com/journal/inviting-algorithms-to-the-design-team</a>. …"

Optical Tactile (TacTip) Dataset for texture classification حسب Dexter Shepherd (13238508)

"…We have two parts of this dataset "X_data_15" and "X_data_gel_15". The first one is a sensor that uses clear silicone, and the second makes use of a clear gel. …"

China Coastal Phytoplankton Absorption Coefficient (2003-2022) حسب Youlv Wu (22237138)

"…The resulting a_ph(443) values were then retrieved through the QAA_V6 algorithm. Based on 43,476 MODIS Aqua daily images at 1km resolution, the dataset was processed to produce a monthly median composite of a_ph(443) values.…"

ISAURO Cognitive Framework v0.1.1 – Public Research Summary (Under 4-Year Embargo) حسب Megan DeHerrera (21361439)

"…,</p><p dir="ltr"> "keywords": [</p><p dir="ltr"> "Recursive cognition",</p><p dir="ltr"> "Adaptive AI systems",</p><p dir="ltr"> "Neuromodular architecture",</p><p dir="ltr"> "Human-AI interaction",</p><p dir="ltr"> "Cultural modulation",</p><p dir="ltr"> "Cognitive arbitration",</p><p dir="ltr"> "Emotion-cognition interface",</p><p dir="ltr"> "Logic-based memory routing",</p><p dir="ltr"> "Trust-calibrated AI",</p><p dir="ltr"> "Ethical alignment protocols"</p><p> ],</p><p dir="ltr"> "license": "CC-BY-NC-ND-4.0",</p><p dir="ltr"> "categories": [</p><p dir="ltr"> "Human-Computer Interaction",</p><p dir="ltr"> "Artificial Intelligence and Image Processing",</p><p dir="ltr"> "Neurosciences"</p><p> ],</p><p dir="ltr"> "embargo": {</p><p dir="ltr"> "duration": "48 months",</p><p dir="ltr"> "reason": "This document is under embargo due to ongoing development and intellectual property protection of proprietary AI architectures and algorithms."…"

Phenotyping of children with abdominal pain. حسب Kazuya Takahashi (69459)

"…The color of each branch indicates the number of data points (cluster size), as shown in the color bar on the right. …"

Table 2_Association between frailty and pain in older people at high risk of future hospitalization.docx حسب Huan-Ji Dong (9427462)

"…</p>Methods<p>High risk of hospitalization was identified using case-finding algorithm including 32 diagnostic codes of morbidities and healthcare use. …"

Table 3_Association between frailty and pain in older people at high risk of future hospitalization.docx حسب Huan-Ji Dong (9427462)

"…</p>Methods<p>High risk of hospitalization was identified using case-finding algorithm including 32 diagnostic codes of morbidities and healthcare use. …"

Table 1_Association between frailty and pain in older people at high risk of future hospitalization.docx حسب Huan-Ji Dong (9427462)

"…</p>Methods<p>High risk of hospitalization was identified using case-finding algorithm including 32 diagnostic codes of morbidities and healthcare use. …"

Table 4_Association between frailty and pain in older people at high risk of future hospitalization.docx حسب Huan-Ji Dong (9427462)

"…</p>Methods<p>High risk of hospitalization was identified using case-finding algorithm including 32 diagnostic codes of morbidities and healthcare use. …"

Electrical Tactile Dataset (Piezoelectric and Accelerometer) for textures حسب Dexter Shepherd (13238508)

"…Python users can load in the dataset using the code provided in the ReadMe.</p>…"

Collaborative research: CyberTraining: Implementation: Medium: Training users, developers, and instructors at the chemistry/physics/materials science interface حسب Francesco Paesani (5128004)

"…The goal is to form a robust and US-based community of developers for materials modeling and, generally, STEM code development. We achieve our aims by providing learners with various backgrounds exposure to state-of-the-art techniques and skills, showing them how to overcome the challenges of complexity by combining theories and algorithms or by unbiased learning of patterns. …"

Massive Mixed Models in Julia حسب Phillip M. Alday (2814652)

"…<br><br>As a demonstration of the capabilities that Julia unlocks in this domain, I will present a model fit to the MovieLens (Harper and Konstan, 2015) data containing 32 million observations and partially crossed random effects with 200,948 and 87,585 levels. …"

Optimizing a machine-learning model for color design of metal oxides/metal multilayers with physics-guided kernel trick حسب Dongik Lee (20454362)

"…<p>This study builds and evaluates ML-based prediction models to design the color of metal thin films through oxidation processes. Using images of copper oxides/copper multilayered structures prepared through oxidation of single-crystalline Cu thin films, we apply various regression algorithms, including polynomial regression, random forest regression, and support vector regression (SVR). …"

Integrating urinary metabolomics and clinical datasets for multi-cancer detection حسب Dongyong Lee (18786694)

"…</p><p dir="ltr">- `group_code`: short group code </p><p dir="ltr"> - e.g., `Normal`, `HTN`, `DM`, `HTN+DM`, `CRC`, `LungCA`, `PancreasCA`.…"