Optimizing critical quality attributes of fast disintegrating tablets using artificial neural networks: a scientific benchmark study حسب Jagruti Desai (20400468)

"…The ‘differential_evolution’ function effectively optimized the CQAs, resulting in FDTs with ideal characteristics.…"

DataSheet1_Application of Radon Transform to Multi-Angle Measurements Made by the Research Scanning Polarimeter: A New Approach to Cloud Tomography. Part I: Theory and Tests on Sim... حسب Mikhail D. Alexandrov (11736527)

"…While tomography in the strict definition is a technique based on active measurements yielding a tomogram (directional optical thickness as a function of angle and offset of the view ray), we developed a “semi-tomographic” approach in which tomogram of the cloud is estimated from passive observations instead of being measured directly. …"

Data_Sheet_1_Metric Learning in Freewill EEG Pre-Movement and Movement Intention Classification for Brain Machine Interfaces.PDF حسب William Plucknett (12984758)

"…<p>Decoding movement related intentions is a key step to implement BMIs. Decoding EEG has been challenging due to its low spatial resolution and signal to noise ratio. …"

DataSheet1_On Consensus-Optimality Trade-offs in Collaborative Deep Learning.ZIP حسب Zhanhong Jiang (11432362)

"…We analytically establish convergence of the proposed algorithms for strongly convex and nonconvex objective functions; we also analyze the momentum variants of the algorithms for the strongly convex case. …"

DataSheet2_On Consensus-Optimality Trade-offs in Collaborative Deep Learning.PDF حسب Zhanhong Jiang (11432362)

"…We analytically establish convergence of the proposed algorithms for strongly convex and nonconvex objective functions; we also analyze the momentum variants of the algorithms for the strongly convex case. …"

Credit analysis using data mining: application in the case of a credit union حسب Marcos de Moraes Sousa (5716367)

"…The process of granting credit is one of the central functions of a credit union; therefore, the use of instruments that support that process is desirable and may become a key factor in credit management. …"

Disentangling juxtacrine from paracrine signalling in dynamic tissue - Fig 6 حسب Hiroshi Momiji (3254958)

"…In the SSM their dynamic behaviour is approximated by step functions that have discrete switch points at times around which the transcription rate is estimated to have changed its value given the reporter data. …"

MOMA compared to MFA-derived estimates, carbon yield efficiencies and CBA co-factor profile comparison across unconstrained, manually curated and experimentally constrained solutio... حسب Laura de Arroyo Garcia (9226096)

"…MOMA ranges were estimated using the wild type solution as a reference and sequentially implementing the single-gene knockouts studied by Long et al. (2019) [<a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1008125#pcbi.1008125.ref046" target="_blank">46</a>], with biomass formation as the objective function. MFA ranges were extracted from a pre-existing dataset (Long et al., 2019), using a Python algorithm to select the minimal and maximal flux ranges.…"

A robust multi-objective optimization framework to capture both cellular and intercellular properties in cardiac cellular model tuning: Analyzing different regions of membrane resi... حسب Elnaz Pouranbarani (7871651)

"…<div><p>Mathematical models of cardiac cells have been established to broaden understanding of cardiac function. In the process of developing electrophysiological models for cardiac myocytes, precise parameter tuning is a crucial step. …"

Data_Sheet_1_Age-integrated artificial intelligence framework for sleep stage classification and obstructive sleep apnea screening.PDF حسب Chaewon Kang (12469282)

"…Introduction<p>Sleep is an essential function to sustain a healthy life, and sleep dysfunction can cause various physical and mental issues. …"

Table 1_Phosphate transporter gene families in rye (Secale cereale L.) – genome-wide identification, characterization and sequence diversity assessment via DArTreseq.xlsx حسب David Chan-Rodriguez (4865152)

"…Each PHT family has a particular physiological and cellular function. Rye (Secale cereale L.) is a member of Triticeae, and an important source of variation for wheat breeding. …"

Data Sheet 1_Phosphate transporter gene families in rye (Secale cereale L.) – genome-wide identification, characterization and sequence diversity assessment via DArTreseq.docx حسب David Chan-Rodriguez (4865152)

"…Each PHT family has a particular physiological and cellular function. Rye (Secale cereale L.) is a member of Triticeae, and an important source of variation for wheat breeding. …"

Data_Sheet_1_Exploring changes in depression and radiology-related publications research focus: A bibliometrics and content analysis based on natural language processing.docx حسب Kangtao Wang (9177766)

"…The unsupervised Leuven algorithm was used to build a network to identify relationships between research focus.…"

Mechanomics Code - JVT حسب Carlo Vittorio Cannistraci (5854046)

"…The functions were tested respectively in: MATLAB 2018a or youger, Python 3.9.4, R 4.0.3.…"

k-means based load estimation of domestic smart meter measurements حسب Meng Cheng (19655023)

"…The developed algorithm applies cluster centres - of previously clustered load profiles - and distance functions to estimate missing and future measurements. …"

Generalized Jump Regressions for Local Moments حسب Tim Bollerslev (8692998)

"…The estimation consists of two steps: the nonparametric determination of the jumps as differences in local averages, followed by a minimum-distance type estimation of the parameters of interest under general loss functions that include both least-square and more robust quantile regressions as special cases. …"

Survey Data on NSSI, Stress Response, Emotional Regulation Strategies and gender in Chinese Undergraduates حسب Yilin Ma (21154754)

"…<p dir="ltr">This dataset contains cross-sectional survey data on non-suicidal self-injury (NSSI) behaviors and functions, chronic stress, and emotion regulation strategies among undergraduate students from a medical university in Guangdong Province, China. …"

Table 1_Kefir and healthy aging: revealing thematic gaps through AI-assisted screening and semantic evidence mapping.docx حسب Francesco Chiani (2661328)

"…To overcome this fragmentation, we applied an integrative approach that combines a cutting-edge AI-assisted algorithm for evidence screening with a Python-based semantic clustering pipeline. …"

Table 2_Kefir and healthy aging: revealing thematic gaps through AI-assisted screening and semantic evidence mapping.docx حسب Francesco Chiani (2661328)

"…To overcome this fragmentation, we applied an integrative approach that combines a cutting-edge AI-assisted algorithm for evidence screening with a Python-based semantic clustering pipeline. …"

Table 3_Kefir and healthy aging: revealing thematic gaps through AI-assisted screening and semantic evidence mapping.xlsx حسب Francesco Chiani (2661328)

"…To overcome this fragmentation, we applied an integrative approach that combines a cutting-edge AI-assisted algorithm for evidence screening with a Python-based semantic clustering pipeline. …"