Ablation results. حسب Gang Xu (219455)

"…Evaluation on the ScanNetV2 multi-view 3D object detection dataset demonstrates that ImVoxelGNet achieves a performance improvement of up to 2.2% in mean average precision (mAP). This improvement effectively demonstrates the efficacy of our method in significantly enhancing 3D object detection performance through improved geometric perception and comprehensive scene understanding. …"

Microplastics Influence Dissolved Organic Matter Transformation Mediated by Microbiomes in Soil Aggregates حسب Xinran Qiu (9182255)

"…MPs were found to increase DOM transformation in soil aggregates, leading to changes in soil aggregate stability, including a reduction in geometric mean diameter and mass-weighted diameter. The addition of MPs resulted in a decrease in the stability of DOM in large-sized aggregates but an increase in the aromaticity and unsaturation of DOM in small-sized aggregates, which were more pronounced in the PLAMPs-treated group. …"

Complexity comparison results. حسب Gang Xu (219455)

"…Evaluation on the ScanNetV2 multi-view 3D object detection dataset demonstrates that ImVoxelGNet achieves a performance improvement of up to 2.2% in mean average precision (mAP). This improvement effectively demonstrates the efficacy of our method in significantly enhancing 3D object detection performance through improved geometric perception and comprehensive scene understanding. …"

Ablation results on Nerf-Det [28]. حسب Gang Xu (219455)

"…Evaluation on the ScanNetV2 multi-view 3D object detection dataset demonstrates that ImVoxelGNet achieves a performance improvement of up to 2.2% in mean average precision (mAP). This improvement effectively demonstrates the efficacy of our method in significantly enhancing 3D object detection performance through improved geometric perception and comprehensive scene understanding. …"

Ablation results on noise. حسب Gang Xu (219455)

"…Evaluation on the ScanNetV2 multi-view 3D object detection dataset demonstrates that ImVoxelGNet achieves a performance improvement of up to 2.2% in mean average precision (mAP). This improvement effectively demonstrates the efficacy of our method in significantly enhancing 3D object detection performance through improved geometric perception and comprehensive scene understanding. …"

Performance comparison of ML models. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Comparative data of different soil samples. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Confusion matrix of random forest model. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Sensor value scenario for fuzzy logic algorithm. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Evaluation metrics of selected ML models. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Block diagram of the proposed system. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Modeling method used. حسب Claire Teillet (18986264)

"…Urban vegetation significantly influences larval presence, although higher vegetation index values correlate with a decreased probability of larval occurrence. …"

Chart for applicable amount of fertilizers. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Cost analysis of irrigation controller unit. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Run times of two algorithms. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Flow chart of Fuzzy Logic based control system. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Block diagram for IoT-based irrigation system. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Flow chart of Average Value-based control system. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Hardware design for IoT-based irrigation system. حسب Gourab Saha (8987405)

"…The implementation of a fuzzy logic algorithm significantly optimized water usage compared to traditional manual irrigation methods. …"

Demographic and ocular features. حسب Mingxi Shao (10066570)

"…Pearson analysis revealed significant negative correlations: SOD with anterior chamber depth (r = −0.445, p = 0.012) and H₂O₂ with mean deviation values for the visual field (r = −0.412, p = 0.041). …"