Flowchart scheme of the ML-based model. by Noshaba Qasmi (20405009)

“…<b>I)</b> Testing data consisting of 20% of the entire dataset. <b>J)</b> Optimization of hyperparameter tuning. <b>K)</b> Algorithm selection from all models. …”

Data_Sheet_2_A Geometric Theory Integrating Human Binocular Vision With Eye Movement.pdf by Jacek Turski (9737834)

Intelligent Healthcare Systems by Vania Vieira Estrela (9084371)

Subjects:

Data_Sheet_1_An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case.zip by Ryan Smith (215109)

“…We also simulate the predicted neural basis of these processes. …”

A priority based energy harvesting scheme for charging embedded sensor nodes in wireless body area networks by Md Khurram Monir Rabby (6619442)

“…Thus, energy shortage of these SNs deteriorates due to the data transmission process of the patient health monitoring system. …”

Data_Sheet_1_Adaptive restraint design for a diverse population through machine learning.pdf by Wenbo Sun (531308)

Data used to drive the Double Layer Carbon Model in the Qinling Mountains. by Huiwen Li (17705280)

“…It also incorporates climate change responses, adjust decomposition rates based on climate and environmental changes, and lead to robust estimates under different climatic scenarios. The simulation process of the DLCM involves initializing SOC stocks with spatially detailed baseline data, adding organic matter inputs based on vegetation production, and simulating microbial decomposition while adjusting for climate variables such as temperature and soil moisture. …”

DataSheet_1_COMMBINI: an experimentally-informed COmputational Model of Macrophage dynamics in the Bone INjury Immunoresponse.docx by Edoardo Borgiani (4413070)

“…The combination of sensitivity analysis and a Genetic Algorithm allows dynamic cooperation between these techniques, enabling faster identification of the most accurate parameter values, reducing the disparity between computer simulation and histological data. …”

DataSheet_1_COMMBINI: an experimentally-informed COmputational Model of Macrophage dynamics in the Bone INjury Immunoresponse.docx by Edoardo Borgiani (4413070)

“…The combination of sensitivity analysis and a Genetic Algorithm allows dynamic cooperation between these techniques, enabling faster identification of the most accurate parameter values, reducing the disparity between computer simulation and histological data. …”

DataSheet2_Structural and functional insights into the candidate genes associated with different developmental stages of flag leaf in bread wheat (Triticum aestivum L.).PDF by Sheetal Mehla (13301544)

DataSheet1_Structural and functional insights into the candidate genes associated with different developmental stages of flag leaf in bread wheat (Triticum aestivum L.).PDF by Sheetal Mehla (13301544)

Algoritmo de clasificación de expresiones de odio por tipos en español (Algorithm for classifying hate expressions by type in Spanish) by Daniel Pérez Palau (11097348)

“…</li></ul><p dir="ltr"><b>File Structure</b></p><p dir="ltr">The code generates and saves:</p><ul><li>Weights of the trained model (.h5)</li><li>Configured tokenizer</li><li>Training history in CSV</li><li>Requirements file</li></ul><p dir="ltr"><b>Important Notes</b></p><ul><li>The model excludes category 2 during training</li><li>Implements transfer learning from a pre-trained model for binary hate detection</li><li>Includes early stopping callbacks to prevent overfitting</li><li>Uses class weighting to handle category imbalances</li></ul><p dir="ltr">The process of creating this algorithm is explained in the technical report located at: Blanco-Valencia, X., De Gregorio-Vicente, O., Ruiz Iniesta, A., & Said-Hung, E. (2025). …”

Dataset: Spatial Variability and Uncertainty of Soil Nitrogen across the Conterminous United States at Different Depths by Elizabeth Smith (12273647)

Data_Sheet_1_Decentralized Fast Delayed Signal Cancelation Secondary Control for Low Voltage Ride-Through Application in Grid Supporting Grid Feeding Microgrid.docx by Elutunji Buraimoh (10653614)

HeLP_RESULTS_v3.zip by Filip Juricev-Martincev (13964051)

“…HeLP was tested on simulated data and the Australian Statistical Geography Standard. …”

The evolutionary relationships of Diprotodontia and improving the accuracy of phylogenetic inference from morphological data by Matthew J. Phillips (7907159)

“…This is particularly concerning because algorithmic morphology is the primary approach for integrating fossils into the tree of life, and hence, for both calibrating molecular timescales and extending phylogenetic inferences of evolutionary processes beyond the snapshot provided by modern species. …”

DataSheet1_Dual continuum upscaling of liver lobule flow and metabolism to the full organ scale.docx by Dennis Coombe (2331610)

Supplementary file 1_OncoPSM: an interactive tool for cost-effectiveness analysis using partitioned survival models in oncology trial.xlsx by Xulong Qiu (22123102)

“…</p>Methods<p>We extracted data from Kaplan-Meier (KM) curves, reconstructed individual patient data (IPD) using an iterative KM algorithm, and fitted parametric survival functions to the IPD data. …”

Dataset supporting Speiser, Mueller et al Nature Methods 2021, Deep learning enables fast and dense single-molecule localization with high accuracy by Artur Speiser (10907633)

“…</div><div><br></div><div>01_fig2a_e_sim_density</div><div><br></div><div>Includes several sets of simulated data that can be used to evaluate the performance of localization algorithms. …”