DE algorithm flow. حسب Ling Zhao (111365)

"…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …"

Test results of different algorithms. حسب Ling Zhao (111365)

"…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …"

<i>Patient 1</i> GA-optimized model error. حسب Dmitrii Smirnov (8822324)

الموضوعات:

<i>Patient 8</i> GA-optimized model error. حسب Dmitrii Smirnov (8822324)

الموضوعات:

Optimal Drug-Target Docking Visualization. حسب Qijun Wo (12992781)

Algorithm verification. حسب Dmitrii Smirnov (8822324)

الموضوعات:

Genetic Algorithm (GA) and CAGE-based personalization block diagrams. حسب Dmitrii Smirnov (8822324)

الموضوعات:

Screening MMRG gene variables associated with UC based on the optimal machine learning model. حسب Li Li (14993)

<i>Patient 2</i> CAGE-based model error. حسب Dmitrii Smirnov (8822324)

الموضوعات:

<i>Patient 9–11</i> RNA-seq based models error. حسب Dmitrii Smirnov (8822324)

الموضوعات:

Comparison of presented algorithm precision to Bot et al. حسب Dmitrii Smirnov (8822324)

الموضوعات:

Model convergence to steady state. حسب Dmitrii Smirnov (8822324)

الموضوعات:

Key gene identification based on two machine learning algorithms. حسب Lijun Guo (605276)

Distributions of model parameters mirror differentially expressed ion channel genes. حسب Daniele Linaro (227790)

<i>Patient 8</i> GA output model. حسب Dmitrii Smirnov (8822324)

الموضوعات:

The flow chart of harmony search-based OED using a double nested loops. حسب Wei Zhang (405)

Table 1_A computational framework for optimizing mRNA vaccine delivery via AI-guided nanoparticle design and in silico gene expression profiling.pdf 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). …"

Presentation 1_A computational framework for optimizing mRNA vaccine delivery via AI-guided nanoparticle design and in silico gene expression profiling.pdf 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). …"

Table 2_A computational framework for optimizing mRNA vaccine delivery via AI-guided nanoparticle design and in silico gene expression profiling.pdf 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). …"

Image 1_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). …"