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1-7 of 7 results for physics-inspired deep learning

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Research article

First published 2023-3

Combining physics and deep learning to learn continuous-time dynamics models

Michael Lutter, Jan Peters

The International Journal of Robotics Research

Open access

Research article

First published 2024-12

Autonomous ecologies of construction: Collaborative modular robotic material eco-systems with deep multi-agent reinforcement learning

Tyson Hosmer, Sergio Mutis, Octavian Gheorghiu [...]

International Journal of Architectural Computing

Open access

Research article

First published 2025-3

Sim-to-real transfer of adaptive control parameters for AUV stabilisation under current disturbance

Thomas Chaffre, Jonathan Wheare, Andrew Lammas [...]

The International Journal of Robotics Research

Retricted access

Review article

First published 2021-3

Impact diagnosis in stiffened structural panels using a deep learning approach

Sakib Ashraf Zargar, Fuh-Gwo Yuan

Structural Health Monitoring

Retricted access

Research article

First published 2024-3

Deep learning-based bridge damage identification approach inspired by internal force redistribution effects

Kang Yang, Youliang Ding, Huachen Jiang [...]

Structural Health Monitoring

Open access

Research article

First published 2025

Unsupervised structural damage detection and severity assessment via U-GraphFormer

Jie Liu, Qilin Li, Ling Li [...]

Structural Health Monitoring

Retricted access

Research article

First published 2024-12-23

A reconstruction method for ptychography based on residual dense network

Mengnan Liu, Yu Han, Xiaoqi Xi [...]

Journal of X-Ray Science and Technology