Mathematical Modeling

Development and Application of an Expert System for Optimizing Oxidized Pellet Production

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Development and Application of an Expert System for Optimizing Oxidized Pellet Production

Wugang Ezhou Pellet Plant Chain Grate Machine–Development and Application of an Expert System for Optimizing Oxidized Pellet Production in Rotary Kiln Fan Xiaohui1, Shu Fanghua2, Yang Guiming1, Chen Xuling1, Chen Jianhua2, Huang Hanchang2, Zhen Cailing2, Luo Fuhui2, Li Xi1 ( 1. School of Resource Processing and Bioengineering, Central South University, Hunan Changsha 410083; 2. Wugang … Read more

Mathematical Principles Behind Artificial Neural Networks

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Mathematical Principles Behind Artificial Neural Networks

About 8000 words, recommended reading time 20 minutes. This article introduces the mathematical principles behind artificial neural networks. Introduction When it comes to artificial intelligence algorithms, artificial neural networks (ANN) are an unavoidable topic. However, for beginners, it is often easy to be overwhelmed by the complex concepts and formulas in ANN, leading to a … Read more

Unveiling the Mathematical Principles of Transformers

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Unveiling the Mathematical Principles of Transformers

Machine Heart Reports Editor: Zhao Yang Recently, a paper was published on arXiv, providing a new interpretation of the mathematical principles behind Transformers. The content is extensive and rich in knowledge, and I highly recommend reading the original. In 2017, Vaswani et al. published “Attention Is All You Need,” marking a significant milestone in the … Read more