Results of ablation experiment. حسب Xinpeng Yao (18882573)

"…On the KITTI dataset, our algorithm achieved 3D average detection accuracy (AP3D) of 81.15%, 62.02%, and 58.68% across three difficulty levels. …"

Transformer Encoder network structure. حسب Xinpeng Yao (18882573)

"…On the KITTI dataset, our algorithm achieved 3D average detection accuracy (AP3D) of 81.15%, 62.02%, and 58.68% across three difficulty levels. …"

Line chart of frame rate. حسب Xinpeng Yao (18882573)

"…On the KITTI dataset, our algorithm achieved 3D average detection accuracy (AP3D) of 81.15%, 62.02%, and 58.68% across three difficulty levels. …"

The total loss and three-component loss. حسب Xinpeng Yao (18882573)

"…On the KITTI dataset, our algorithm achieved 3D average detection accuracy (AP3D) of 81.15%, 62.02%, and 58.68% across three difficulty levels. …"

Improved upsampling module based on Transformer. حسب Xinpeng Yao (18882573)

"…On the KITTI dataset, our algorithm achieved 3D average detection accuracy (AP3D) of 81.15%, 62.02%, and 58.68% across three difficulty levels. …"

Principal component analysis (PCA) was applied to reduce the dimensionality of the dataset, and hierarchical clustering was then used to identify kinematic subpopulations. حسب Nancy A. Juárez-Contreras (22794057)

Riemann Hypothesis Solution: A Structured Hilbert-Polya Operator Realization via Entropy Geometry حسب Jennifer Bulyaki (22283308)

Title: Hydro-Aerial Urban Mobility System (HAUMS): Integrated Tubular Network for Clean Transport, Urban Cooling, and Water Recovery / Título: Sistema Hidro-Aéreo de Movilidad Urba... حسب Ricardo Riveros (22484566)

"…<p dir="ltr">Hydraulic Tubular Urban Transport System for Sustainable CitiesPart of the Integrated Network For Planetary Sustainability Initiative / Parte de la Iniciativa Red Integrada para la Sostenibilidad Planetaria.This proposal presents an innovative concept for sustainable urban transport: a hydraulic tubular network operating above existing streets, powered by a combination of water and air propulsion with solar energy assistance.The system is built around twin semi-enclosed tubes forming a figure-eight shape:The lower section carries a steady, low-turbulence flow of water that supports the capsules’ motion.The upper section channels controlled air streams that complement the hydraulic flow and increase efficiency.Passenger capsules, light and aerodynamic, travel inside these tubes. …"

Spatial patterns of the CAPs estimated from both splits are reproducible and strongly correlated with at least one of the basis CAPs. حسب Kangjoo Lee (11648345)

LSTM model’s equations. حسب Songsong Wang (8088293)

"…The findings indicate that the LSTM model, when integrated with the watershed-internal KG and LLM, can effectively incorporate critical elements influencing water level changes, the accuracy of the LLM-KG-LSTM model is enhanced by 3% compared to the standard LSTM model, and the LSTM series outperforms both RNN and GRU models, Our method will guide future research from the perspective of focusing on forecasting algorithms to the perspective of focusing on the relationship between multi-dimensional disaster data and algorithm parallelism.…"

Parameter’s interpretation. حسب Songsong Wang (8088293)

"…The findings indicate that the LSTM model, when integrated with the watershed-internal KG and LLM, can effectively incorporate critical elements influencing water level changes, the accuracy of the LLM-KG-LSTM model is enhanced by 3% compared to the standard LSTM model, and the LSTM series outperforms both RNN and GRU models, Our method will guide future research from the perspective of focusing on forecasting algorithms to the perspective of focusing on the relationship between multi-dimensional disaster data and algorithm parallelism.…"

The models’ training parameters. حسب Songsong Wang (8088293)

"…The findings indicate that the LSTM model, when integrated with the watershed-internal KG and LLM, can effectively incorporate critical elements influencing water level changes, the accuracy of the LLM-KG-LSTM model is enhanced by 3% compared to the standard LSTM model, and the LSTM series outperforms both RNN and GRU models, Our method will guide future research from the perspective of focusing on forecasting algorithms to the perspective of focusing on the relationship between multi-dimensional disaster data and algorithm parallelism.…"

Association point and relationship. حسب Songsong Wang (8088293)

"…The findings indicate that the LSTM model, when integrated with the watershed-internal KG and LLM, can effectively incorporate critical elements influencing water level changes, the accuracy of the LLM-KG-LSTM model is enhanced by 3% compared to the standard LSTM model, and the LSTM series outperforms both RNN and GRU models, Our method will guide future research from the perspective of focusing on forecasting algorithms to the perspective of focusing on the relationship between multi-dimensional disaster data and algorithm parallelism.…"

Performance assessment of Cell2Spatial on real and simulated mouse brain spatial transcriptomics (ST) data. حسب Huamei Li (8815955)

Spatial characterization and cell-type-specific genes in mouse brain tissue. حسب Huamei Li (8815955)

Evaluation of spatial transcriptomics (ST) tools across various metrics and conditions. حسب Huamei Li (8815955)

BootCellNet2 gives clustering that comply more with CITE-seq results. حسب Yutaro Kumagai (481168)

Overall framework design. حسب Matthew Yit Hang Yeow (20721206)

"…Our approach uses cross-project code clone detection to establish the ground truth for software reuse, identifying code clones across popular GitHub projects as indicators of potential reuse candidates. …"

Gamma distribution of reuse. حسب Matthew Yit Hang Yeow (20721206)

"…Our approach uses cross-project code clone detection to establish the ground truth for software reuse, identifying code clones across popular GitHub projects as indicators of potential reuse candidates. …"

Top 5 correlated features based on reuse. حسب Matthew Yit Hang Yeow (20721206)

"…Our approach uses cross-project code clone detection to establish the ground truth for software reuse, identifying code clones across popular GitHub projects as indicators of potential reuse candidates. …"