Efforts in predicting crystal structures from first principles have mainly focused on the bulk materials. A general approach based on a genetic algorithm is now proposed to simulate grain ...

This repository is for our recent NeurIPS 2022 paper: Reinforced Genetic Algorithm for Structure-based Drug Design. The paper proposes a reinforcement learning-based genetic algorithm for ...

This paper presents a neural network model with a variable structure, which is trained by an improved genetic algorithm (GA). The proposed variable-structure neural network (VSNN) consists of a neural ...

The script full_scripts.py or auxeticmop.sample_scripts.full_steps.run() generates 1/8 structure of unit cell using ABAQUS CAE software by genetic algorithm. This script is especially for finding ...

In order to apply the random forest regression algorithm to the structural optimization of concrete frames, this paper uses the relative dynamic elastic modulus as the evaluation index of the concrete ...

We present a high-throughput, end-to-end pipeline for organic crystal structure prediction (CSP)─the problem of identifying the stable crystal structures that will form from a given molecule based ...

After the introduction of genetic factors, the genetic algorithm can search the global, so that the new generation of population always maintains the optimal structure, and find the global optimal ...

Keywords: metamaterial, absorbing plasmonic structure, spoof surface plasmon polariton, wideband absorption, genetic algorithm. Citation: Zhu R, Wang J, Sui S, Meng Y, Qiu T, Jia Y, Wang X, Han Y, ...

2.2 Fuzzy controller system. At the moment, the classic PID control method and the fuzzy control method are the most common types of control methods (Lin and Ni 2018).Traditional PID control ...

For the optimization design of the curved structure of the wing box, this study adopts a BP-Multi-Objective Genetic Algorithm optimization mechanism. The main conclusions are as follows: 1) By ...