Vol. 49 (2023): 2nd International Conference on Applied Mathematics, Modeling Simulation and Automatic Control (AMMSAC 2023)

April 29-30, 2023 | San Diego, USA

Editors: Emmanuel Haggai, Yingke Han

ISBN: 978-1-62437-742-6

Published: 21-05-2023

Preface

Preface: 2nd International Conference on Applied Mathematics, Modeling Simulation and Automatic Control (AMMSAC 2023)

Emmanuel Haggai, Yingke Han

I

Articles

A Need For Speed: Enhancing F1 Race Cars with a Novel Computational Fluid Dynamics and Machine Learning Method

Ken Cheng

1-13
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Influence of Abnormal Ultrasonic signal on the surface of Zr-4 pipe

Hui Lu, Hui Dang, Hengyu Li, Jingwei Ma, Xiaoying Li

14-19
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Research on an Integrated Intelligent Classification Algorithm Based on K-Means PCA-RF Machine Learning

Bingkun Song, Wenxuan Fan, Shuo Zhang

20-29
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Classification of ancient glassware based on Random Forest

Jingdong Wang, Ying Zhang, Shuo Feng, Xinyan Han, Tianchen Zhou

30-36
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Riding Scheme Based on Fraction-weight Model

Hanyu Wang, Jun Guo, Xintong Huang, Jianping Dong

37-47
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A study on the impact of GGDP on climate mitigation based on grey prediction

Honglin Liao, Yuxuan Shi, Zhuoyi Yu

48-54
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A study on the chemical composition of ancient glass products based on gray correlation analysis

Xian Li, Ruoqi Wang

55-59
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Study of plant communities based on supervised learning model SVM

Mingzhong Du, Chenghao Zhang, Xujie Mao, Xun Tang, Yaowen Cao

60-68
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A Study on the Optimal Investment Strategy Portfolio of Gold and Bitcoin Assets Based on Grey Prediction and Programming Models

Xiuzhi Li

69-75
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High-Frequency Time Series Data Regression Based on the Functional Bayesian Model Averaging

Jiarui Cui, Shuo Yang, Dinghui Chen

76-83
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Dynamic Model Based Research on Intelligent Vehicle Steering and Obstacle Avoidance

Chihan Huang

84-92
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Analysis of customer satisfaction of HIMO Photo Studio based on Ordered Regresssion

Xinyi Sun, Zijie Wei, Jiaheng Wang

93-100
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Analysis of Factors Affecting the CSI300 Index Based on KPCA and Various Machine Learning Algorithms

Ziyue Wang, Hongyue Chen, Zile Xu

101-112
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Fisher Linear Discriminant and Systematic Cluster Analysis based on analysis and identification of the composition of ancient glass products

Jiankun Fang, Shihao Cao, Zhaoyang Li

113-122
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A study on global warming based on time series prediction model

Yao Zhang

123-129
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Research on the Strategy of Holding Olympic Games based on AHP and FCE

Zhe Wang

130-135
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Analysis of Player Attitudes and Behaviors towards Different Mobile Games based on Variance

Yueyi Zhang

136-141
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A Study on the Influencing Factors of Fertility Rate in China

Yuexin Quan

142-147
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Analysis of Average Air Temperature in New York based on SARIMA Model

Yuning Dong, Zihua Li, Wentian Zhong

148-156
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NBA Player Salary Analysis based on Multivariate Regression Analysis

Xuanhao Feng, Yinjie Wang, Tianqin Xiong

157-166
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Analysis of Differences and Correlation between Different Industries based on Stock Price Information

Xinying Hu, Wenyang Ma

167-176
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Research on the Social Impact of Aging Problem

Hongrui Wu

177-182
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Multiple Linear Regression Analysis of the Animation Score

Xianrui Fu

183-188
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The influence of teaching styles on students’ math score

Ruziyi Duan, Yi Wan, Haoyang Zhang

189-197
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Wine quality prediction by several data mining classification models

Kuancheng Ye

198-207
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Red Wine Quality Analysis based on Machine Learning Techniques

Jianhong Dong

208-213
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Analysis of the Number of Likes obtained by Sending Short Videos

Yanwei Chen, Ji Qi

214-219
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Research on calculation strategy of perimeter of irregular objects

Zihao Ma

220-226
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Perimeter Calculation of Irregular Shapes Based on the Method of Translating Line Segments

Shuo Hu

227-231
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The Benefit and Risks for Scraping Based on Python

Zhenhao Xie

232-236
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The State-of-art Applications of NLP: Evidence from ChatGPT

Yuming Zhao

237-243
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Sales Prediction of Walmart Sales Based on OLS, Random Forest, and XGBoost Models

Tian Yang

244-249
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Stock Price Prediction of the TMT Industry Based on Machine-Learning

Tianyu Hu

250-255
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Influencing Factors on the Adoption of Online Payment Systems among the Elderly and Middle Aged people

Jinwei Xie

256-260
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The Real and Complex Approaches to a Class of Dirichlet's Sinc Integrals

Runyi Jiao

261-265
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Comparison of the Cauchy Integral Formula and Residue Theorem on the Calculation of Definite Integrals

Mingyu Yuan

266-271
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Bigdata Technique Implementation in Bank Industry: Evidence from China

Yijie Zhao

272-279
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The State-of-art Applications of Game Theory in Computer Science

Jingzhen Wu

280-286
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Game Theory Optimization Based on Python: Evidence from Board Game “Go-Moku”

Zijing Li

287-293
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Comparison of Real Estate Price Prediction Based on LSTM and LGBM

Songyi Shi

294-301
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Big Data Analytics for Anti-Money Laundering Compliance in the Banking Industry

Mingyuan Jiao

302-309
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Important Evaluation Model of University Mathematics Curriculum

Xinrui Feng

310-314
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Evaluation of Limits Involving Trigonometric Functions by L’ Hospital Rule

Mingrui Sun

315-319
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Applications of Residue Theorem to Four Distinct Kinds of Definite Integrals

Yifeng Li, Xuehui Wang, Xueying Wang, Yichen Xiao

320-325
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The Contour Integral Approach to Several Improper Integrals with Hyperbolic Functions

Peiyao Liu, Yuzhe Ning, Qianhui Tang, Enhe Zhang

326-330
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Cauchy Residue Theorem’s Application in Improper integrals

Ziqian Tan

331-335
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Application of Residue Theorem to Solve Several Representative Definite Integrals

Shixin Li

336-342
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Solutions of Gaussian and Gauss-like integrals in Real and Complex Fields

Xiaoyu Huang

343-347
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Variance Reduction Techniques Based on Binary Option Pricing

Ying Ding

348-355
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A Study of Mobile User Satisfaction Based on Feature Extraction

Yao Lu

356-361
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Summary of Research Progress in Supersonic Compressor Cascade

Haojun Wang

362-367
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Investment study of gold and bitcoin based on time series forecasting models

Hanwen Fan, Zhaoping Yu, Yufei Wu

368-376
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Unveiling Several Intricate Integrals with Inverse Tangent Function

Chao Xu

377-381
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Data research based on ARIMA and Gray Relational Analysis

Yang Li, Haoliang Han

382-389
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Word analysis prediction based on ARIMA model

Yuchen Wu, Yaomeng Zhu

390-405
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Based on the impact of GGDP accounting model on national subsequent development

Zifeng Wang, Yu Chen, Zhufeng Jiang

406-416
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The State-Of-Art Applications for Maximum Likelihood Theory

Maohua Zhou

417-423
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Linear Programming of The Los Angeles Olympics in 2028

Changyue Niu, Gengzhu Yao

424-431
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The Recent Progress and State-Of-Art Applications of CAPM Model

Yina Cui

432-437
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Using Differential Equation to Explain the Simple Harmonic Motion Equation

Jiarui Li

438-447
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Research Advanced in the Face Recognition

Wenjie Liu, Xinyang Wang

448-456
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Research Advanced in the Recommendation Algorithms

Yichen Gong, Shuhan Kang, Yuxing Song

457-463
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Fundamental results in probability theory

Zizhou Fang, Kaixi Tan, Ziyi Wang

464-469
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The Square-root Elastic Net With a New Calculating Method

Chen Ai, Shaoping Shi

470-478
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Traffic Accident Density Prediction Considering Injury Severity Based on Random Forest and GAM

Yizhen Wang, Jinglin Cao, Liqi Kou

479-488
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Prediction of Heart Disease Based on Logistic Regression and Random Forest Models

Xinyi Liu, Siyuan Su, Baoyi Wang, Xuewei Zhang

489-495
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Population Prediction Based on Logistic Regression and Random Forest

Shuzhi Wang

496-500
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Urban Equity Measure of Tree Canopy: A case study of New York City

Yuhao Jia, Muyan Duan

501-508
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Immersive narrative design in VR game

Linhai Li, Mingchong Li, Dean Pan

509-519
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The Application of Bayesian Theorem

Yuexin Zhang

520-526
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Markov Chain Models in Covid-19 Prediction: State-of-the-art and Future Perspectives

Xiafei Ding, Yue Ma, Jiachen Tang

527-535
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The Application of Poisson Distribution Model

Yunjie Hou, Junxiang Zhang

536-541
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Multiple Regression: Methodology and Applications

Yiming Sun, Xinyuan Wang, Chi Zhang, Mingkai Zuo

542-548
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Generalization of Cointegration Arbitrage Based on GARCH Model, Improved by Marginal Probability Distribution

Zixu Hou

549-556
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The Application of Bayesian Theorem

Jiaming Sui

557-562
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Some explorations of linear algebra

Heng Wang, Changheng Zhao

563-570
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Vol. 49 (2023): 2nd International Conference on Applied Mathematics, Modeling Simulation and Automatic Control (AMMSAC 2023)

Preface

Articles

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