Search results: Sage Journals

Restricted accessResearch articleFirst published March, 2026

Low-thrust strategies in orbital pursuit-evasion games with rendezvous constraints: A PINNs-Based approach

Cheng-ming Zhang, Yan-wei Zhu, Le-ping Yang

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

Restricted accessResearch articleFirst published 2026

A pilot study assessing the feasibility of integrating PINNs in the biomedical curriculum

Pedro Navas, Sergio Blanco, Luis Nuñez [...]

International Journal of Mechanical Engineering Education

Restricted accessResearch articleFirst published November, 2023

On the use of Fourier Features-Physics Informed Neural Networks (FF-PINN) for forward and inverse fluid mechanics problems

Omar Sallam, Mirjam Fürth

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

Restricted accessResearch articleFirst published August, 2024

Structural seismic responses prediction using the gradient-enhanced hybrid PINN

Chenxi Xing, Zidong Xu, Hao Wang

Advances in Structural Engineering

Restricted accessReview articleFirst published November, 2017

Outcomes Following Isolated Posterior Interosseous Nerve Neurectomy: A Systematic Review

Dennis J. Vanden Berge, Nicholas A. Kusnezov, Sydney Rubin [...]

HAND

Restricted accessBook reviewFirst published March, 2026

Anthony B. Pinn,Conversations on Humanity and Creativity

Robin Gill

Theology

Restricted accessResearch articleFirst published 2025

Investigation of magnetized slip flow of hybrid nanofluid past nonlinearly radiative sheet with Newtonian heating: Physics informed neural network simulation

MD. Majibul Hassan Imran, Shakil Mojumdar, Mohammed Jashim Uddin

Proceedings of the Institution of Mechanical Engineers,Part N: Journal of Nanomaterials,Nanoengineering and Nanosystems

Restricted accessResearch articleFirst published April, 2026

Pavement Cracking Prediction Models Based on Deep Learning Physics-Informed Neural Network

Ali Taheri, John Sobanjo, Michael Elwardany

Transportation Research Record: Journal of the Transportation Research Board

Restricted accessResearch articleFirst published April, 2025

Inverse problems in hydrodynamics lubrication: Parameter identification in the Reynold equation by using physics-informed neural networks

Yinhu Xi, Rongkun Sun

Proceedings of the Institution of Mechanical Engineers,Part J: Journal of Engineering Tribology

Restricted accessResearch articleFirst published April, 2026

Enhanced reliability optimisation using Levy Flight-Assisted Salp Swarm and Grey Wolf Hybridisation with physics-informed neural surrogates

Aditya Narayan Hati, Vinay Kumar, Danish Ali Khan [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

Restricted accessResearch articleFirst published March, 2026

Low-thrust strategies in orbital pursuit-evasion games with rendezvous constraints: A PINNs-Based approach

Cheng-ming Zhang, Yan-wei Zhu, Le-ping Yang

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

Restricted accessResearch articleFirst published 2026

A pilot study assessing the feasibility of integrating PINNs in the biomedical curriculum

Pedro Navas, Sergio Blanco, Luis Nuñez [...]

International Journal of Mechanical Engineering Education

Restricted accessResearch articleFirst published November, 2023

On the use of Fourier Features-Physics Informed Neural Networks (FF-PINN) for forward and inverse fluid mechanics problems

Omar Sallam, Mirjam Fürth

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

Restricted accessResearch articleFirst published August, 2024

Structural seismic responses prediction using the gradient-enhanced hybrid PINN

Chenxi Xing, Zidong Xu, Hao Wang

Advances in Structural Engineering

Restricted accessReview articleFirst published November, 2017

Outcomes Following Isolated Posterior Interosseous Nerve Neurectomy: A Systematic Review

Dennis J. Vanden Berge, Nicholas A. Kusnezov, Sydney Rubin [...]

HAND

Restricted accessBook reviewFirst published March, 2026

Anthony B. Pinn,Conversations on Humanity and Creativity

Robin Gill

Theology

Restricted accessResearch articleFirst published 2025

Investigation of magnetized slip flow of hybrid nanofluid past nonlinearly radiative sheet with Newtonian heating: Physics informed neural network simulation

MD. Majibul Hassan Imran, Shakil Mojumdar, Mohammed Jashim Uddin

Proceedings of the Institution of Mechanical Engineers,Part N: Journal of Nanomaterials,Nanoengineering and Nanosystems

Restricted accessResearch articleFirst published April, 2026

Pavement Cracking Prediction Models Based on Deep Learning Physics-Informed Neural Network

Ali Taheri, John Sobanjo, Michael Elwardany

Transportation Research Record: Journal of the Transportation Research Board

Restricted accessResearch articleFirst published April, 2025

Inverse problems in hydrodynamics lubrication: Parameter identification in the Reynold equation by using physics-informed neural networks

Yinhu Xi, Rongkun Sun

Proceedings of the Institution of Mechanical Engineers,Part J: Journal of Engineering Tribology

Restricted accessResearch articleFirst published April, 2026

Enhanced reliability optimisation using Levy Flight-Assisted Salp Swarm and Grey Wolf Hybridisation with physics-informed neural surrogates

Aditya Narayan Hati, Vinay Kumar, Danish Ali Khan [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability