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Can Graph Descriptive Order Affect Solving Graph Problems with LLMs?

Annual Meeting of the Association for Computational Linguistics
Large language models (LLMs) have achieved significant success in reasoning tasks, including mathematical reasoning and logical deduction. Among these reasoning tasks, graph problems stand out due to their complexity and unique structural characteristics,
Yuyao Ge   +7 more
semanticscholar   +1 more source

Parameter Iteration Method for Solving Nonlinear Problem

Applied Mathematics and Mechanics, 2001
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Using SPSS for Solving Engineering Problems

2019 29th Annual Conference of the European Association for Education in Electrical and Information Engineering (EAEEIE), 2019
The aim of this work is to help students to identify the role of statistical methods in the engineering problem-solving process. A structured methodology of applying different statistical tools in the software package SPSS is presented in details.
E. Raeva, V. Mihova, I. Nikolaev
semanticscholar   +1 more source

A method of solving boundary value problems

USSR Computational Mathematics and Mathematical Physics, 1970
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Understanding the Difficulty of Solving Cauchy Problems with PINNs

Conference on Learning for Dynamics & Control
Physics-Informed Neural Networks (PINNs) have gained popularity in scientific computing in recent years. However, they often fail to achieve the same level of accuracy as classical methods in solving differential equations. In this paper, we identify two
Tao Wang, Bo Zhao, Sicun Gao, Rose Yu
semanticscholar   +1 more source

Nontraditional methods for solving EMI problems

Proceedings of the International Conference on Electromagnetic Interference and Compatibility, 1999
In this paper an attempt has been made on how some of the modern techniques of engineering design can be useful in modeling, prediction and analysis in EMI related aspects. The techniques covered in the paper include genetic algorithms, simulated annealing, artificial neural networks and fractal modeling. The paper is divided into two parts.
openaire   +1 more source

Different methods for solving STEM problems

Journal of Mathematical Chemistry, 2018
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Argyros, Ioannis K.   +4 more
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Methods for Solving Setup Planning Problems

2014
Automatic setup planning has been an active area of research for a long time. Traditional approaches of setup planning have been using decision tree, decision table, group technology, algorithms and graphs. A number of experts systems also have been developed for setup planning. Expert systems follow forward chaining or backward chaining.
Manjuri Hazarika, Uday Shanker Dixit
openaire   +1 more source

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