International Journal of Business Management and Economics and Trade, 2025, 6(1); doi: 10.38007/IJBMET.2025.060118.
Lingyun Lai
Financial Department, BCG Glass Industry Inc., New York, NY, 10017, United States
With the rapid development of the new materials industry, financial modeling has become particularly critical in investment decisions. This paper analyzes the optimization strategy of financial modeling, and proposes to enhance the accuracy of investment decisions by strengthening risk assessment, promoting the coordination between technological innovation and market demand, strengthening policy monitoring, improving information transparency and other measures. At the same time, it also explores the way of industry insight, focusing on the impact of technology trends, market demand, competitive situation and policy environment on investment. It aims to provide comprehensive decision-making reference and optimization strategy for investors in the new materials industry.
New material industry; Financial modelling; Investment decisions; Technology trends; Market demand
Lingyun Lai. Financial Modeling and Industry Insights in Investment in New Materials Industry. International Journal of Business Management and Economics and Trade (2025), Vol. 6, Issue 1: 179-187. https://doi.org/10.38007/IJBMET.2025.060118.
[1] Floros C, Gkillas K, Kountzakis C. Generalized Stochastic Integration and Financial Modeling. Annals of Financial Economics, 2024, 19(03).
[2] Peng C, Simon C . Financial Modeling with Geometric Brownian Motion. Open Journal of Business and Management, 2024, 12(2):11.
[3] Gevorkova V, Sangiorgi I, Vogt J, et al. Cleansing Investor Conscience: The Effects of Incidental Guilt on Socially Responsible Investment Decisions. Journal of Business Ethics, 2024, 193(1).
[4] Yanti F, Endri E. Financial Behavior, Overconfidence, Risk Perception and Investment Decisions: The Mediating Role of Financial Literacy. International Journal of Economics & Financial Issues (IJEFI), 2024, 14(5).
[5] J. Huang, "Research on Multi-Model Fusion Machine Learning Demand Intelligent Forecasting System in Cloud Computing Environment, " 2025 2nd International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), Hassan, India, 2025, pp. 1-7.
[6] X. Liu, "Research on User Preference Modeling and Dynamic Evolution Based on Multimodal Sequence Data, " 2025 2nd International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), Hassan, India, 2025, pp. 1-7.
[7] D. Shen, "Complex Pattern Recognition and Clinical Application of Artificial Intelligence in Medical Imaging Diagnosis, " 2025 International Conference on Intelligent Communication Networks and Computational Techniques (ICICNCT), Bidar, India, 2025, pp. 1-8.
[8] Q. Hu, "Research on Dynamic Identification and Prediction Model of Tax Fraud Based on Deep Learning," 2025 2nd International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), Hassan, India, 2025, pp. 1-6.
[9] F. Liu, "Architecture and Algorithm Optimization of Realtime User Behavior Analysis System for Ecommerce Based on Distributed Stream Computing, " 2025 International Conference on Intelligent Communication Networks and Computational Techniques (ICICNCT), Bidar, India, 2025, pp. 1-8.
[10] F. Liu, "Transformer XL Long Range Dependency Modeling and Dynamic Growth Prediction Algorithm for E-Commerce User Behavior Sequence, " 2025 2nd International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), Hassan, India, 2025, pp. 1-6.
[11] Su H, Luo W, Mehdad Y, et al. Llm-friendly knowledge representation for customer support[C]//Proceedings of the 31st International Conference on Computational Linguistics: Industry Track. 2025: 496-504.
[12] Zhu, P. (2025). The Role and Mechanism of Deep Statistical Machine Learning In Biological Target Screening and Immune Microenvironment Regulation of Asthma. arXiv preprint arXiv:2511. 05904.
[13] Liu, B. (2025). Design and Implementation of Data Acquisition and Analysis System for Programming Debugging Process Based On VS Code Plug-In. arXiv preprint arXiv:2511. 05825.
[14] Zou, Y. (2025). Design and Implementation of a Cloud Computing Security Assessment Model Based on Hierarchical Analysis and Fuzzy Comprehensive Evaluation. arXiv preprint arXiv:2511. 05049.
[15] K. Zhang, "Optimization and Performance Analysis of Personalized Sequence Recommendation Algorithm Based on Knowledge Graph and Long Short Term Memory Network, " 2025 2nd International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), Hassan, India, 2025, pp. 1-6.
[16] Ding, J. (2025). Research On CODP Localization Decision Model Of Automotive Supply Chain Based On Delayed Manufacturing Strategy. arXiv preprint arXiv:2511. 05899.
[17] Chen M. Research on Automated Risk Detection Methods in Machine Learning Integrating Privacy Computing. 2025.
[18] Ding, J. (2025). Intelligent Sensor and System Integration Optimization of Auto Drive System. International Journal of Engineering Advances, 2(3), 124-130.
[19] Mingjie Chen. (2025). Exploration of the Application of the LINDDUN Model in Privacy Protection for Electric Vehicle Users. Engineering Advances, 5(4), 160-165.
[20] Liu, X. (2025). Research on Real-Time User Feedback Acceleration Mechanism Based on Genai Chatbot. International Journal of Engineering Advances, 2(3), 109-116.