Table 1_Role of intercellular interactions on single cell and population level responses: considerations for multicellular bioreporter design.xlsx حسب Douglas Lin (10309772)

"…However, intercellular communication is a well-known natural phenomenon that has been associated with sensitive responses to certain chemical stimuli, yet incorporation of intercellular communication into bioreporter design is exceedingly rare and the effect of intercellular signaling on single-cellular and population level responses has not been explicitly characterized before.</p>Methods<p>In this work, a multicellular simulator implementing the Gillespie algorithm and compatible with Virtual Cell-designed networks is created and used to demonstrate nuances to multicellular stochastic simulations. …"

Data files accompanying our PLoS One publication حسب Peter Hinow (21810605)

"…The videos were digitized and the positional data were saved in .xlsx or .csv format, respectively. The python codes contain the numerical implementations of our mathematical models.…"

Data from: Evaluating UAV captured RGB and multispectral imagery as a proxy for visual rating of leaf spot in cultivated peanut حسب Cassondra Newman (22079444)

"…Feature importance and post hoc proof of concept studies are conducted to further evaluate the new digital methods. …"

Supplementary file 3_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…This study addresses this gap by creating an algorithmic approach to optimise indicator selection.</p>Methods<p>The work was conducted in six phases: (1) construction of a structured database of welfare indicators; (2) a proof-of-concept study; (3) design of a greedy selection algorithm; (4) enhancement of the algorithm using branch-and-bound and backtracking methods; (5) performance and sensitivity testing, and (6) creation of two case studies. …"

Supplementary file 2_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…This study addresses this gap by creating an algorithmic approach to optimise indicator selection.</p>Methods<p>The work was conducted in six phases: (1) construction of a structured database of welfare indicators; (2) a proof-of-concept study; (3) design of a greedy selection algorithm; (4) enhancement of the algorithm using branch-and-bound and backtracking methods; (5) performance and sensitivity testing, and (6) creation of two case studies. …"

Supplementary file 6_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…This study addresses this gap by creating an algorithmic approach to optimise indicator selection.</p>Methods<p>The work was conducted in six phases: (1) construction of a structured database of welfare indicators; (2) a proof-of-concept study; (3) design of a greedy selection algorithm; (4) enhancement of the algorithm using branch-and-bound and backtracking methods; (5) performance and sensitivity testing, and (6) creation of two case studies. …"

Supplementary file 1_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…This study addresses this gap by creating an algorithmic approach to optimise indicator selection.</p>Methods<p>The work was conducted in six phases: (1) construction of a structured database of welfare indicators; (2) a proof-of-concept study; (3) design of a greedy selection algorithm; (4) enhancement of the algorithm using branch-and-bound and backtracking methods; (5) performance and sensitivity testing, and (6) creation of two case studies. …"

Supplementary file 4_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…This study addresses this gap by creating an algorithmic approach to optimise indicator selection.</p>Methods<p>The work was conducted in six phases: (1) construction of a structured database of welfare indicators; (2) a proof-of-concept study; (3) design of a greedy selection algorithm; (4) enhancement of the algorithm using branch-and-bound and backtracking methods; (5) performance and sensitivity testing, and (6) creation of two case studies. …"

Supplementary file 5_Optimising the selection of welfare indicators in farm animals.docx حسب Jon Day (19128586)

"…This study addresses this gap by creating an algorithmic approach to optimise indicator selection.</p>Methods<p>The work was conducted in six phases: (1) construction of a structured database of welfare indicators; (2) a proof-of-concept study; (3) design of a greedy selection algorithm; (4) enhancement of the algorithm using branch-and-bound and backtracking methods; (5) performance and sensitivity testing, and (6) creation of two case studies. …"

Table 4_The potential of short-wave infrared hyperspectral imaging and deep learning for dietary assessment: a prototype on predicting closed sandwiches fillings.docx حسب Esther Kok (716077)

"…We explored the applicability of hyperspectral imaging and machine learning for dietary assessment of home-prepared meals, by building a proof-of-concept, which automatically detects food ingredients inside closed sandwiches.…"

Table 3_The potential of short-wave infrared hyperspectral imaging and deep learning for dietary assessment: a prototype on predicting closed sandwiches fillings.docx حسب Esther Kok (716077)

"…We explored the applicability of hyperspectral imaging and machine learning for dietary assessment of home-prepared meals, by building a proof-of-concept, which automatically detects food ingredients inside closed sandwiches.…"

Table 2_The potential of short-wave infrared hyperspectral imaging and deep learning for dietary assessment: a prototype on predicting closed sandwiches fillings.docx حسب Esther Kok (716077)

"…We explored the applicability of hyperspectral imaging and machine learning for dietary assessment of home-prepared meals, by building a proof-of-concept, which automatically detects food ingredients inside closed sandwiches.…"

Table 1_The potential of short-wave infrared hyperspectral imaging and deep learning for dietary assessment: a prototype on predicting closed sandwiches fillings.docx حسب Esther Kok (716077)

"…We explored the applicability of hyperspectral imaging and machine learning for dietary assessment of home-prepared meals, by building a proof-of-concept, which automatically detects food ingredients inside closed sandwiches.…"

Data Sheet 1_Measuring plantar load with STAMPS3D: a preliminary study on the impact of contoured orthoses.docx حسب Francesca Sairally (22651730)

"…In this work, the STAMPS3D system has been used in a proof-of-concept study to explore the efficacy of capturing 3D strain data across a non-planar surface of different contoured orthoses.…"

The Logical Insurrection: FOL Languages as the Stealth Architects of Post-Human Discovery حسب Vladislav Solodkiy (22283374)

"…</li><li><b>Policy receipts</b>: standard “proof-of-decision” objects—each API decision returns a compact proof tree (who/what/why), storable for audit and shareable with regulators.…"

MSc Personalised Medicine at Ulster University حسب Steven Watterson (100045)

"…</b> Introducing computational approaches to studying genes, proteins or metabolites, this module teaches Python coding, data analysis and how to work with the databases that support data analysis.…"

IntegraBrain: A multi-modal neural interface for the detection and suppression of focal epilepsy حسب Spencer Moore (8440863)

"…However, pre-clinical proof-of-concept systems that have been produce thus far are too bulky and mechanically stiff. …"

Supplementary Data: Biodiversity and Energy System Planning - Queensland 2025 حسب Andrew Rogers (17623239)

"…</p><h2>Software and Spatial Resolution</h2><p dir="ltr">The VRE siting model is implemented using Python and relies heavily on ArcGIS for comprehensive spatial data handling and analysis.…"

Core-Based Smart Sampling Framework: A Theoretical and Experimental Study on Randomized Partitioning for SAT Problems حسب DURGHAM QARALLEH (21904172)

"…We provide theoretical guarantees on complexity reduction and probabilistic completeness, apply the method to SAT instances, and evaluate its performance using experimental Python implementations. …"

A Low-Cost Strategy to Connect Desert Oasis and Enable Controlled Water Transport / Estrategia de Bajo Costo para Conectar Oasis y Transportar Agua en Zonas Desérticas حسب Ricardo Riveros (22484566)

"…The method reinforces native desert sand by mixing it with water and cement (or alternative binders), inserting internal reinforcement bars (steel or fiber-reinforced polymer), and forming contiguous structural modules. …"