An optimized method for directed differentiation of hypothalamic neural stem cells in a 3D culture system by Jiao Luo, Qiaoyan Tang, Tanjing Lin, Jiabang Liu, Zhiheng Wu, Xintao Zhang, Xiaohua Zhang, Junhai Jiang, Yulong Wang

“…In this study, we present an optimized protocol for isolating and culturing hypothalamic neural stem cells (htNSCs) from neonatal (P1) mice, followed by their directed differentiation in a three-dimensional (3D) Matrigel environment. …”
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Shape Optimization of Mufflers Composed of Multiple Rectangular Fin-shaped chambers Using Differential Evolution Method by Min-Chie CHIU, Ying-Chun CHANG, Wei-Ting TAI

“…Consequently, a successful approach in eliminating a pure tone using optimally shaped three-fin-chamber mufflers and a differential evolution method within a constrained space has been demonstrated.…”
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Demand Response Strategy Optimization Method Based on Differentiated Comprehensive Benefit Model of Air-Conditioning Customers by Boyang Li, Yuhan Wang, Houze Jiang, Ran Wang, Shilei Lu

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Optimization Strategies for Auto-Berthing of Unmanned Surface Vessels Using Differential Homeomorphism and the Gauss Pseudospectral Method by Zehui Zhang

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A genetic algorithm based method of optimizing dispersion matrix for RDSM system by Peng ZHANG, Xiaoping JIN, Dongxiao CHEN

“…Rectangular differential spatial modulation (RDSM) is a multi-antenna incoherent modulation technology with high spectral efficiency, low power consumption, and zero-overhead for channel estimation.RDSM is especially suitable for 6G communication systems, such as fast-moving Internet of vehicles, Internet of things, cellular networks, etc.However, the construction of the sparse rectangular unitary space-time dispersion matrix (DM) at transmitter is a problem.The proposed Genetic algorithm (GA) will result in less computational complexity than the currently used random research.The fitness of GA was calculated by the rank and determinant criterion (RDC) method to avoid discussions in differential system.Due to characteristics of constellation symbols of RDSM, the proposed method reduced the computational complexity during each single iteration in GA.The simulation results show that the optimized DMS can significantly improve the bit error rate (BER) performance of the RDSM system.Compared with random search, the low-complexity GA effectively improves the DMS optimization efficiency of RDSM.The computational complexity required for optimizing DMS is about 0.1% of random search optimization method.…”
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Optimizing Fractional Differential Equation Solutions with Novel Müntz Space Basis Functions by Asrin shekh, Kamaran Jamal Hamad, salm saeed mahmood

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Inverse methods and integral-differential model demonstration for optimal mechanical operation of power plants – numerical graphical optimization for second generation of tribology models by Casesnoves Francisco

“…Stepping forward from a previous conference contribution, the article focuses on extension of inverse problem algorithms to integral-differential modelling and formal/strict demonstration of graphical-optimization method. …”
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An Importance Sampling Method for Generating Optimal Interpolation Points in Training Physics-Informed Neural Networks by Hui Li, Yichi Zhang, Zhaoxiong Wu, Zhe Wang, Tong Wu

“…To address these problems, we propose an importance sampling method to generate optimal interpolation points during training. …”
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Editorial: Modelling and numerical simulations with differential equations in mathematical biology, medicine and the environment, volume II by Appanah R. Appadu, Ramoshweu S. Lebelo, Hagos H. Gidey, Hagos H. Gidey, Sourav Das

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Study on utility optimization for randomized response mechanism by Yihui ZHOU, Laifeng LU, Zhenqiang WU

Subjects: “…local differential privacy…”
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Study on utility optimization for randomized response mechanism by Yihui ZHOU, Laifeng LU, Zhenqiang WU

Subjects: “…local differential privacy;randomized response;utility optimization;extreme point;simplex method…”
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Diagnostic informative value of liquid-based cytology optimized with genetic methods for the differential diagnosis of precancerous and malignant diseases of the cervix by O. I. Kit, A. Yu. Maksimov, M. Yu. Timoshkova, E. A. Lukbanova, N. A. Petrusenko, D. S. Potemkin, E. V. Verenikina, A. N. Shevchenko, M. M. Kecheryukova

“…Was to assess diagnostic informative value of liquid-based cytology optimized with genetic methods for the differential diagnosis of precancerous and malignant diseases of the cervix.Materials and methods. …”
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Optimal design of tuned mass dampers through differential evolution method for reducing the dynamic response of structures subjected to earthquake loads by Luis Augusto Lara-Valencia, Daniel Alejandro Caicedo-Díaz, Yamile Valencia-González

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Parameter Estimation for Three-Phase Induction Motor Based on Performance Curves and Differential Evolution by Marcelo F. Castoldi, Gustavo Henrique Bazan, Wesley A. Souza, Clayton L. Graciola, Rafael M. Silva, Alessandro Goedtel

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A novel one-step optimized hybrid block method for solving general second-order ordinary differential equations by Saidu Daudu Yakubu, Precious Sibanda

“… This study introduces a novel one-step hybrid block method for solving both stiff and non-stiff second-order ordinary differential equations (ODEs). …”
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Improving the Analytical Method of Convergence Using Runge-Kutta Optimization Algorithm for Solving Fractional-Order Nonlinear Differential Equations by Shwan Abdal, Kais Ibraheem

Subjects: “…keywords: homotopy analysis method…”
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Identification Method for Resistance Coefficients in Heating Networks Based on an Improved Differential Evolution Algorithm by Enze Zhou, Yaning Liu, Minjia Du, Junli Yu, Wenxiao Xu

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Study of Educational Information Resource Download Quality with Optimal Symmetrical Interval Solution of Fuzzy Relation Inequality in the Format of a System of Differential Equatio... by Lei Zhang

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Utility Optimization of Federated Learning with Differential Privacy by Jianzhe Zhao, Keming Mao, Chenxi Huang, Yuyang Zeng

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Regulating the system constraints in optimal control using predictive regulator by Dr. Nirmalya Chandra

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