Research on the Settlement Prediction Model of Foundation Pit Based on the Improved PSO‐SVM Model

Z Song, S Liu, M Jiang, S Yao - Scientific Programming, 2022 - Wiley Online Library
This paper presents a settlement prediction method based on PSO optimized SVM for
improving the accuracy of foundation pit settlement prediction. Firstly, the method uses the …

Development of ANN-based warpage prediction model for FCCSP via subdomain sampling and Taguchi hyperparameter optimization

HC Cheng, CL Ma, YL Liu - Micromachines, 2023 - mdpi.com
This study aims to establish an accurate prediction model using artificial neural networks
(ANNs) to effectively and efficiently predict the process-induced warpage of a flip-chip chip …

A shared page-aware machine learning assisted method for predicting and improving multi-level cell NAND flash memory life expectancy

P Santikellur, M Buddhanoy, S Sakib, B Ray… - Microelectronics …, 2023 - Elsevier
NAND flash memory is widely used in consumer electronics, personal computers, and
enterprise data storage servers. The most prevalent source of flash memory errors is …

Modeling 3D NAND Flash with Nonparametric Inference on Regression Coefficients for Reliable Solid-State Storage

M Borghesi, C Zambelli, R Micheloni, S Bonnini - Future Internet, 2023 - mdpi.com
Solid-state drives represent the preferred backbone storage solution thanks to their low
latency and high throughput capabilities compared to mechanical hard disk drives. The …

High-Precision Short-Term Lifetime Prediction in TLC 3D NAND Flash Memory as Hot-data Storage

X Fang, M Zhang, Y Guo, F Chen… - … on Computer-Aided …, 2023 - ieeexplore.ieee.org
3-D NAND flash memory is the ubiquitous nonvolatile memory (NVM) on the market
because of its large storage capacities, high reliability, and low bit cost. The reliability …

Editorial for the Special Issue on Flash Memory Devices

C Zambelli, R Micheloni - Micromachines, 2021 - mdpi.com
Flash memory devices represented a breakthrough in the storage industry since their
inception in the mid-1980s, and innovation is still ongoing after more than 35 years. They …

[PDF][PDF] Development of ANN-Based Warpage Prediction Model for FCCSP via Subdomain Sampling and Taguchi Hyperparameter Optimization. Micromachines 2023 …

HC Cheng, CL Ma, YL Liu - 2023 - academia.edu
This study aims to establish an accurate prediction model using artificial neural networks
(ANNs) to effectively and efficiently predict the process-induced warpage of a flip-chip chip …

Research on UFS Endurance Test and Life Prediction Method based on Back-Propagation Neural Network

Y Shi, S Yang, F Wu, H Dong… - 2023 Global Reliability …, 2023 - ieeexplore.ieee.org
Universal Flash Storage (UFS) is growing increasingly popular due to its high-speed
performance and low power consumption, making it become a preferred choice for mobile …