Mixed reality and machine learning-guided cable robot framework (MMCR) for real-time prefabricated construction automation

A market-rule-informed neural network for efficient imbalance electricity price forecasting

Runyao Yu, Julia Lin, Derek W. Bunn, Jochen Stiasny, Wentao Wang, Yuehua Chen, et al.

Accurate and efficient imbalance electricity price forecasting is critical for industrial energy trading in balancing markets. Battery assets and automated trading systems require forecasts with limited computational resources and near-real-time speed. The imbalance price is form…Read more

Physics-informed data augmentation and explainable machine learning for parametric design of stainless steel columns

Wenkang Zuo, Yuner Huang, Man-Tai Chen, Ben Young

AutoSurrogate: An LLM-driven multi-agent framework for autonomous construction of deep learning surrogate models in subsurface flow

Jiale Liu, Nanzhe Wang

Credit risk assessment using bayesian networks and machine learning approaches

Mohammad Gramifar, Golam Kabir, Sharfuddin Ahmed Khan

Also available via: Advanced Engineering Informatics

Limited-sample deep learning-based detection and segmentation of infrared radiation anomaly zones in rock fractures

Shaokang Shang, Yu Fu, Long Huang, Dongyang Liu, Jiwei Li

Hamiltonian-based energy shaping with attention-augmented fourier neural operators for adaptive torque control in ankle rehabilitation robot

Naveed Ahmad Khan, P. Jamwal, Girija Chetty, Shahid Hussain