Intelligent Geological Subsidence Prediction Based on PSO-RBF Neural Network

Authors: Wei, Ruizeng, Li, Rijun, Wu, Hongjiang, Chen, Junhao, Wang, Lei, Peng, Dawei

Source: 2025 International Conference on Electrical Automation and Artificial Intelligence (ICEAAI) Electrical Automation and Artificial Intelligence (ICEAAI), 2025 International Conference on. :1115-1118 Jan, 2025

Relation: 2025 International Conference on Electrical Automation and Artificial Intelligence (ICEAAI)

The Study on Settlement Prediction Model of Earth-Rock Dams Based on EMD-LSTM

Authors: Li, Zongqi, Yao, Chenglin, Deng, Zhongjun, Pei, Jiangrong, Ren, Zhiming, Li, Chunfeng

Source: 2024 International Conference on Electronics and Devices, Computational Science (ICEDCS) ICEDCS Electronics and Devices, Computational Science (ICEDCS), 2024 International Conference on. :176-183 Sep, 2024

Relation: 2024 International Conference on Electronics and Devices, Computational Science (ICEDCS)

Landfill settlement prediction study based on Harris Hawks Optimizer-Generalized Regression Neural Network

Authors: Jiang, Yiheng

Source: 2024 5th International Conference on Computer Engineering and Application (ICCEA) Computer Engineering and Application (ICCEA), 2024 5th International Conference on. :1709-1713 Apr, 2024

Relation: 2024 5th International Conference on Computer Engineering and Application (ICCEA)

Transmission Tower Settlement Prediction Method Based on DAE-LSTM

Authors: Zheng, Yan, Cui, Shu, Cong, Qian, Pei, Yuanlong, Cheng, Shichao, Zhang, Guangxin, Wang, Minzhen

Source: 2023 3rd International Conference on Electrical Engineering and Control Science (IC2ECS) Electrical Engineering and Control Science (IC2ECS), 2023 3rd International Conference on. :427-431 Dec, 2023

Relation: 2023 3rd International Conference on Electrical Engineering and Control Science (IC2ECS)

A Study of Several Supervised Learning Methods for the Prediction of Pit Settlements

Authors: Shi, Lihao, Xie, Haiyan, Qi, Zihao

Source: 2023 18th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Intelligent Systems and Knowledge Engineering (ISKE), 2023 18th International Conference on. :255-261 Nov, 2023

Relation: 2023 18th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)

Estimation of the wetting induced settlement of loess soils from the wetting soil-water characteristic curve

Authors: Chang Li, Yuhui Chen, Ke Xiang, Guoliang Dai, Weiming Gong, Shaojun Yang, Alfrendo Satyanaga, Yuan Shen Chua, Peng Gao, Qian Zhai

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)

Subject Terms: Collapsible loess, wetting-induced collapse, soil-water characteristic curve, settlement prediction, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/ef991442e23844a1a67dfdd7cd80bfb4

Data-Supported Prediction of Surface Settlement Behavior on Opencast Mine Dumps Using Satellite-Based Radar Interferometry Observations

Authors: Jörg Benndorf, Natalie Merkel, Andre John

Source: Mining, Vol 4, Iss 4, Pp 926-942 (2024)

Subject Terms: opencast mine dumps, settlement prediction, radar interferometry, uncertainty, Mining engineering. Metallurgy, TN1-997

File Description: electronic resource

Relation: https://www.mdpi.com/2673-6489/4/4/52; https://doaj.org/toc/2673-6489

Access URL: https://doaj.org/article/13357f8224a642adbb994e78c1bca6b4

Ground settlement prediction for highway subgrades with sparse data using regression Kriging

Authors: Lei Huang, Wei Qin, Guo-liang Dai, Ming-xing Zhu, Lei-Lei Liu, Ling-Jun Huang, Shan-Pian Yang, Miao-Miao Ge

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-17 (2024)

Subject Terms: Ground settlement prediction, Regression Kriging (RK), Sparse sample data, Box–Cox transformation, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/2eb45108cae84fcd8773dca98fdea3bf

Prediction method of high-rise building foundation settlement based on GPS Baseline Solution

Authors: Chen, Qiang

Source: 2021 Global Reliability and Prognostics and Health Management (PHM-Nanjing) Reliability and Prognostics and Health Management (PHM-Nanjing), 2021 Global. :1-6 Oct, 2021

Relation: 2021 Global Reliability and Prognostics and Health Management (PHM-Nanjing)

Optimised grey model for predicting tunnel roof settlement based on ground-based radar

Authors: Liu, Weijian ^a, Zhang, Zhengyu ^{a, ⁎}, Jia, Yongfu ^a, Yu, Shuisheng ^a, Dong, Sensen ^b, Zhang, Zhizeng ^c

Source: In KSCE Journal of Civil Engineering February 2025 29(2)

Experimental study on vacuum preloading combined with intermittent airbag pressurization for treating dredged sludge

Authors: Wu, Yajun ^a, Wu, Jinjin ^a, Lu, Yitian ^{b, ⁎}, Zhang, Xudong ^a, Xuan Quang, Chau Nguyen ^c

Source: In Geotextiles and Geomembranes February 2025 53(1):366-377

Simplified prediction of settlements of shallow foundations caused by earthquake-induced excess pore water pressures

Authors: A, Flora ^a, S, Elia ^{a, ⁎}, F, Valtucci ^a, S, Lirer ^b

Source: In Soil Dynamics and Earthquake Engineering July 2025 194

Prediction of shield tunneling-induced ground settlement using LSTM architecture enhanced by multi-head self-attention mechanism

Authors: Yang, Minghui ^{a, 1}, Song, Muyuan ^{a, 1, ⁎}, Guo, Yanwei ^b, Lyv, Zhuoyang ^c, Chen, Wei ^d, Yao, Gaozhan ^d

Source: In Tunnelling and Underground Space Technology incorporating Trenchless Technology Research July 2025 161

A self-adaptive physics-informed neural networks method for large strain consolidation analysis

Authors: Zhou, Hang ^{a, ⁎}, Wu, Han ^a, Sheil, Brian ^b, Wang, Zhuhong ^a

Source: In Computers and Geotechnics May 2025 181

A new method for predicting consolidation settlements of soft ground based on monitoring results

Authors: Xiong Meng, Jifa Zheng, Biyu Yang

Source: Archives of Civil Engineering, Vol vol. 70, Iss No 2, Pp 403-416 (2024)

Subject Terms: parameter inversion, settlement prediction, soft soil subgrade, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: https://journals.pan.pl/Content/131717/24.pdf; https://doaj.org/toc/1230-2945

Access URL: https://doaj.org/article/78b0297b754545a79d840d3514eda61b

Dynamic Prediction Method for Ground Settlement of Reclaimed Airports Based on Grey System Theory

Authors: Ke Ma, He Weng, Zhaojun Luo, Saeed Sarajpoor, Yumin Chen

Source: Buildings, Vol 15, Iss 7, p 1034 (2025)

Subject Terms: dynamic settlement prediction, variable-size sliding windows, grey system, Building construction, TH1-9745

File Description: electronic resource

Relation: https://www.mdpi.com/2075-5309/15/7/1034; https://doaj.org/toc/2075-5309

Access URL: https://doaj.org/article/06f70a2ad4eb441a826622bf50ed74ef

Settlement prediction of a high embankment based on non-linear regression and neural network algorithm

Authors: Yang, Enhui ^{a, c}, Wang, Kai ^b, He, Jinhong ^{a, c}, Liu, Kaiwen ^{a, d, ⁎}, Wang, Junxin ^{b, ⁎⁎}, Zhang, Haopeng ^{a, c}, Qiu, Yanjun ^{a, c}

Source: In Transportation Geotechnics January 2025 50

Explainable deep learning-based dynamic prediction of surface settlement considering temporal characteristics during deep excavation

Authors: An, Xuefeng ^a, Luo, Hanbin ^b, Zheng, Fei ^{a, ⁎}, Jiao, Yuyong ^a, Qi, Jianfeng ^a, Zhang, You ^{a, c}

Source: In Applied Soft Computing December 2024 167 Part A

Transformer-based settlement prediction model of pile composite foundation under embankment loading

Authors: Gao, Song ^{a, b}, Chen, Changfu ^{a, b, ⁎}, Jiang, Xueqin ^c, Zhu, Shimin ^d, Cai, Huan ^{a, b}, Li, Wei ^{a, b}

Source: In Computers and Geotechnics December 2024 176

Joints mechanical characteristics of prefabricated subway station considering bending stiffness difference

Authors: Jiang, Kai ^a, Huang, Linchong ^{a, b}, Du, Fenghua ^c, Shen, Jun ^{d, ⁎}, Liang, Yu ^{a, b}, Zhang, Yanli ^b

Source: In Journal of Constructional Steel Research November 2024 222