Comprehensive Climate, Soil, Agronomic, and Management Dataset for Data-Driven Cotton Irrigation in NW China by Liang He (20432320)

“…To demonstrate its utility, the dataset was validated through the application of advanced machine learning techniques, including reinforcement learning (RL) and algorithms such as DNN, XGBoost, MLP, and RF, to optimize irrigation strategies and simulate irrigation-yield relationships. …”

Data-driven diabetes management: a statistical assessment information system leveraging big data by Cuiping Zhao (70704)

Reinforcement learning control method for greenhouse vegetable irrigation driven by dynamic clipping and negative incentive mechanism by RUIPENG TANG (20458127)

Overall flow of the HPDL-MIAIHD approach. by Naif Almakayeel (16846021)

“…Lastly, the Bayesian optimizer algorithm (BOA) is implemented for the hyperparameter selection of the DL technique. …”

Details on database. by Naif Almakayeel (16846021)

“…Lastly, the Bayesian optimizer algorithm (BOA) is implemented for the hyperparameter selection of the DL technique. …”

Architecture of EfficientNet. by Naif Almakayeel (16846021)

“…Lastly, the Bayesian optimizer algorithm (BOA) is implemented for the hyperparameter selection of the DL technique. …”

Flow diagram of the proposed model. by Uğur Ejder (22683228)

“…<div><p>Machine learning models are increasingly applied to assisted reproductive technologies (ART), yet most studies rely on conventional algorithms with limited optimization. This proof-of-concept study investigates whether a hybrid Logistic Regression–Artificial Bee Colony (LR–ABC) framework can enhance predictive performance in in vitro fertilization (IVF) outcomes while producing interpretable, hypothesis-driven associations with nutritional and pharmaceutical supplement use. …”

Key parameters of the supercapacitor from [19]. by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Input Data to GA. by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Crossing mechanism. by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Accuracy of the supercapacitor modelling. by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Flowchart of the proposed methodology. by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Circuit for a complete SC cycle (SC reference). by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Initial GA Criteria. by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Equivalent electrical model of SC. by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Initial population example. by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Key parameters of the modeled supercapacitor. by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Circuit for a complete SC cycle (SC modeled). by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Specifications of the used supercapacitor (EDLC). by Filipe Menezes (13205305)

“…For the optimal adjustment of the electrical circuit model parameters, a Genetic Algorithm (GA) is used. …”

Analysis of kinematics and leveling performance of a novel cable-driven parallel automatic leveling robot for spacecraft hoisting by Zhuohong Dai (21215147)

“…<p dir="ltr">In this paper, a novel parallel cable-driven automatic levelling robot with a two-stage adjustment function is proposed, which has the advantages of high load-bearing capacity and easy attitude adjustment. …”