This article provides an overview of recent advancements in bulk processing of rare‐earth‐free hard magnetic materials. It also addresses related simulation approaches at different scales. The research on rare‐earth‐free magnetic materials has increased significantly in recent years, driven by supply chain issues, environmental and social concerns, and
Daniel Scheiber, Andrea Bachmaier
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Challenges during Flash Lamp Annealing of Aerosol‐Deposited Barium Titanate Films
Aerosol deposition is used to rapidly deposit barium titanate films with thicknesses ranging from 2 to 16 μm at room temperature, eliminating the need for further densification. However, to recover the electromechanical properties, annealing is required, which limits the usage of temperature‐sensitive substrates.
Michel Kuhfuß +7 more
wiley +1 more source
MoleculeFormer is a GCN-transformer architecture for molecular property prediction. [PDF]
Qin M +5 more
europepmc +1 more source
A Workflow to Accelerate Microstructure‐Sensitive Fatigue Life Predictions
This study introduces a workflow to accelerate predictions of microstructure‐sensitive fatigue life. Results from frameworks with varying levels of simplification are benchmarked against published reference results. The analysis reveals a trade‐off between accuracy and model complexity, offering researchers a practical guide for selecting the optimal ...
Luca Loiodice +2 more
wiley +1 more source
Federated asynchronous graph attention network with structural semantic embedding for multi-label graph classification. [PDF]
Ji X +5 more
europepmc +1 more source
Plasma‐assisted hybrid friction stir welding of dissimilar AlCu joints employs localized plasma preheating to balance heat input and enhance plastic flow. The optimized process reduces axial force by up to 35%, refines the microstructure, and achieves ≈96% joint efficiency.
Deepak Kumar Yaduwanshi +3 more
wiley +1 more source
Novel representation of complexity of investment casting using injective coloring and graph adaptive consensus mechanism. [PDF]
Mobarsa D +4 more
europepmc +1 more source
Detection of brain network abnormalities by graph invariants in Alzheimer's disease using MRI images. [PDF]
NallappaBhavithran G, Selvakumar R.
europepmc +1 more source
Wallpaper Group-Based Mechanical Metamaterials: Dataset Including Mechanical Responses. [PDF]
Hendriks F +5 more
europepmc +1 more source
Optimization of two-passenger ride-pooling orders based on ST-GNN and path optimization. [PDF]
Xing X, Peng Y, Wan L, Luo F.
europepmc +1 more source

