Analytical Algorithm for Long-Term Water Supply Operation for Reservoirs in Series by Wenhua Wan (8051543)

Linear-regression-based algorithms succeed at identifying the correct functional groups in synthetic data, and multi-group algorithms recover more information. by Yuanchen Zhao (12905580)

Power quality control algorithms for small scale power intergration systems by Advocate Mlamla (20170815)

“…Incorporating renewable energy sources is the sole method to establish an environmentally friendly power generation system. Integrating various energy resources at the distribution level is possible and helps to reduce transmission power losses. …”

Using synthetic data to test group-searching algorithms in a context where the correct grouping of species is known and uniquely defined. by Yuanchen Zhao (12905580)

Scenarios for algorithms using IEEE 33 bus. by Bachirou Bogno (20485724)

Scenarios for algorithms using IEEE 69 bus. by Bachirou Bogno (20485724)

Lithology mapping data of the Beishan area in China by Tao Zhang (21914624)

“…Applying SG-3DSD-derived samples to multiple machine learning models revealed that (1) The Stacking ensemble model demonstrated superior lithological discrimination capability compared to conventional algorithms, achieving peak accuracy of 94.15% and mean F1-score of 93.87%; (2) Integrating topographic data (especially Elevation) enhanced lithological positioning accuracy by 4.43±1.13%; (3) PCA and BR transformations effectively enhanced lithological separability, particularly at lithological boundary zones; (4) While SG-3DSD enables efficient large-scale sample generation, it is advisable to avoid using excessively large training samples for regional-scale mapping. …”

Simulation Scripts And Data. by Yuanchen Zhao (12905580)

Statistical test results. by Yanfen Zhang (2570449)

“…By allowing flexible prioritization of construction duration, budget cost, and resource usage, the model generates a diverse solution set and provides multiple candidate optimization schemes. …”

Parameter sensitivity experiment results. by Yanfen Zhang (2570449)

“…By allowing flexible prioritization of construction duration, budget cost, and resource usage, the model generates a diverse solution set and provides multiple candidate optimization schemes. …”

Partial Shading Condition Data for Validating Direct GMPP Computation in Photovoltaic Systems by Ambe Harrison (14222126)

Agent-based digital traffic model generation for regions facing data scarcity using aggregated cellphone data: a case study for Brussels by Jingjun Li (7391258)

Leadership at the Borders: Reimagining Organizational Development Amid Disrupted Context by Nawaf Al-Ghanem (17925863)

Normalized convergence time. by Song Qian (5031221)

“…This paper proposes an artificial intelligence routing algorithm, combines the variational autoencoder (VAE) and the generative adversarial network model (GAN) to construct a VAE-GAN model to generate multiple sets of data to achieve data enhancement on the Internet of Body. …”

VGR structure. by Song Qian (5031221)

“…This paper proposes an artificial intelligence routing algorithm, combines the variational autoencoder (VAE) and the generative adversarial network model (GAN) to construct a VAE-GAN model to generate multiple sets of data to achieve data enhancement on the Internet of Body. …”

Comparison of normalized throughput and load. by Song Qian (5031221)

“…This paper proposes an artificial intelligence routing algorithm, combines the variational autoencoder (VAE) and the generative adversarial network model (GAN) to construct a VAE-GAN model to generate multiple sets of data to achieve data enhancement on the Internet of Body. …”

Principle of transfer learning. by Song Qian (5031221)

“…This paper proposes an artificial intelligence routing algorithm, combines the variational autoencoder (VAE) and the generative adversarial network model (GAN) to construct a VAE-GAN model to generate multiple sets of data to achieve data enhancement on the Internet of Body. …”

Body-connected routing scenario. by Song Qian (5031221)

“…This paper proposes an artificial intelligence routing algorithm, combines the variational autoencoder (VAE) and the generative adversarial network model (GAN) to construct a VAE-GAN model to generate multiple sets of data to achieve data enhancement on the Internet of Body. …”

MF-MSCNN: Multi-Feature based Multi-Scale Convolutional Neural Network for Image Dehazing via Input Transformation by Balla Pavan Kumar (22173860)

Overview of MINT. by Gabriel Matías Lorenz (21094672)