[HTML][HTML] Machine Learning-Based Modeling for Structural Engineering: A Comprehensive Survey and Applications Overview

B Etim, A Al-Ghosoun, J Renno, M Seaid… - Buildings, 2024 - mdpi.com
Modeling and simulation have been extensively used to solve a wide range of problems in
structural engineering. However, many simulations require significant computational …

[HTML][HTML] A multi-fidelity deep operator network (DeepONet) for fusing simulation and monitoring data: Application to real-time settlement prediction during tunnel …

C Xu, BT Cao, Y Yuan, G Meschke - Engineering Applications of Artificial …, 2024 - Elsevier
Ground settlement prediction during mechanized tunneling is of paramount importance and
remains a challenging research topic. Typically, two paradigms are existing: a physics …

[HTML][HTML] Physics-guided neural network for predicting international roughness index on flexible pavements considering accuracy, uncertainty and stability

K Chen, ME Torbaghan, N Thom… - Engineering Applications of …, 2025 - Elsevier
An outstanding amount of funds are allocated to maintain road network conditions. To
ensure the serviceability of roads, the accurate prediction of its roughness or International …

Prediction of seam tracking errors in the intelligent welding system: A rapid prediction method based on real-time monitoring data

G Shang, L Xu, Z Li, L Xiao, Z Zhou, H He - Advanced Engineering …, 2025 - Elsevier
In the field of intelligent welding, using industrial robots to track complex shaped welds is a
challenging task. When welding complex seams, the welding tools carried by industrial …

DMAeEDNet: Dense Multiplicative Attention Enhanced Encoder Decoder Network for Ultrasound-Based Automated Breast Lesion Segmentation

M Saini, H Afrin, S Sotoudehnia, M Fatemi… - IEEE Access, 2024 - ieeexplore.ieee.org
Automated and precise segmentation of breast lesions can facilitate early diagnosis of
breast cancer. Recent research studies employ deep learning for automatic segmentation of …

Editorial UKACM 2022: advances in computational mechanics

J Ninic, KG Zee, M Icardi, F Wang - Engineering with Computers, 2023 - Springer
Computational mechanics has been at the forefront of scientific advances in engineering as
well as mathematical and applied sciences in the past 4 decades. It continues to play a …

[PDF][PDF] O Estado da Arte da Aplicação da Inteligência Artificial (IA) e Aprendizagem Automática (AA) ao Cálculo de Estruturas

FJL dos Reis Soares - 2024 - repositorio-aberto.up.pt
O estudo realizado centra-se na aplicação da Inteligência Artificial (IA) e Aprendizagem
Automática (AA) no cálculo estrutural, com o objetivo de demonstrar o impacto destas …