Optimal Replica-Exchange Molecular Simulations in Combination with Evolution Strategies حسب Akie Kowaguchi (12994079)

"…By obtaining the optimal temperature intervals, the system efficiently traverses a broader parameter space with a small number of replicas. …"

Optimal Replica-Exchange Molecular Simulations in Combination with Evolution Strategies حسب Akie Kowaguchi (12994079)

"…By obtaining the optimal temperature intervals, the system efficiently traverses a broader parameter space with a small number of replicas. …"

Flow chart. حسب Raphaele Houlbracq (20558509)

"…However, subgroup analyses revealed a significant rise in OASI among nulliparous women giving birth by spatula (Group 2b), and a clinically relevant but statistically nonsignificant rise among nulliparous women delivering by forceps (Group 2a), while the prevalence of episiotomy significantly decreased. …"

Summary of previous work. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Comparison of MAP@0.5 results from experiments. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

YOLO11. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Structure of the SCI-YOLO11 network. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Comparative experimental results. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Algorithm operation steps. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

SCI-YOLO11. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Dataset for insulator defect detection. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

YOLOV8. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Faster-RCNN. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Results of ablation experiments. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Structure diagram of SPDConv. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Wise-IOU regression diagram. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Visualization of detection results. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Structure diagram of the SE attention mechanism. حسب Junyan Wang (4738518)

"…<div><p>The detection of insulator defects in transmission lines is of paramount importance for the safe operation of power systems. However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Table_1_A Strong Decrease in TIMP3 Expression Mediated by the Presence of miR-17 and 20a Enables Extracellular Matrix Remodeling in the NSCLC Lesion Surroundings.DOCX حسب Karolina H. Czarnecka (8121305)

"…</p><p>Results: The MMP2 has been expressed on a similar level in NLNT, as in cancer. While, TIMP3 expression was decreased both in cancer tissue and NLNT, with significantly lower expression in cancer. …"

Raw Gel. حسب Techit Thavorasak (13138440)

"…</p><p>Methods</p><p>CRISPR/Cas9-mediated gene editing was used to generate a targeted <i>smpB</i> mutant in <i>A. baumannii</i>. …"