Image 2_A computational framework for optimizing mRNA vaccine delivery via AI-guided nanoparticle design and in silico gene expression profiling.png حسب Valentina Di Salvatore (6296114)

"…Parallelly, we trained a Random Forest regression model on simulated lipid nanoparticles formulations to predict immune activation values and embedded this model into a genetic algorithm to identify optimal lipid nanoparticles design parameters (size, charge, polyethylene glycol content, and targeting). …"

Improved DAE based on LSTM. حسب Li Yuan (102305)

"…The model uses fixed K-mean algorithm for feature classification and optimizes median filtering algorithm using dynamic thresholding. …"

Summary of the metrics obtained during the cross-validation and test phases of the models, along with their optimal hyperparameters. حسب Aline Xavier Ferraz (19544919)

<b>A Multi-Source Web Geocoding Optimization Method Based on Road Constraints</b> حسب Zengli Wang (21579432)

"…<p dir="ltr">Geocoding is a foundational technology that converts textual ad-dresses into geographic coordinates, enabling a wide range of applications in location-based services (LBS) and spatial analysis. Due to the inherent differences in the embedded geospatial databases and geocoding algorithms, existing online geocoding platforms (e.g., Baidu, Amap, Tencent) often produce inconsistent results. …"

MEA-BP neural network algorithm flowchart. حسب Dongling Ma (1269888)

"…A multi-population genetic algorithm (MEA) was used to optimize the weights and thresholds of a backpropagation (BP) neural network for case adaptation and reuse. …"

Performance of machine learning algorithms. حسب Wenxue Liu (6877754)

Comparison with YOLO-based state-of-the-art methods. حسب Beigeng Zhao (21637197)

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POF after 300 iterations. حسب Tao Dong (15551)

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Comparison of application results in large-scale systems. حسب Tao Dong (15551)

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Steps for solving the DEED problem for the CHP system. حسب Tao Dong (15551)

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Comparison of POF for CHPDEED system. حسب Tao Dong (15551)

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DEA process. حسب Tao Dong (15551)

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Improvements to the MDEA process. حسب Tao Dong (15551)

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Parameter sensitivity analysis results. حسب Tao Dong (15551)

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Steps for obtaining a complete Pareto frontier. حسب Tao Dong (15551)

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Histogram of system output power obtained by improving MDEA. حسب Tao Dong (15551)

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CHP system architecture. حسب Tao Dong (15551)

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POF after 150 iterations. حسب Tao Dong (15551)

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Statistical test result. حسب Tao Dong (15551)

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ATF-DF Algorithm Flowchart. حسب Ming Gao (115719)

"…Meanwhile, text classification methods based on wavelet analysis have yet to achieve optimal performance due to the limitations of their feature extraction and analysis techniques. …"