Data‐Efficient Electromagnetic Surrogate Solver Through Dissipative Relaxation Transfer Learning
Dissipative relaxation transfer learning (DIRTL) enables data‐efficient training of electromagnetic surrogate solvers by pretraining data generated with artificial material loss before fine‐tuning on target lossless data. The framework suppresses resonant outlier effects during early training, allowing effective adaptation to high‐amplitude resonances ...
Sunghyun Nam +2 more
wiley +1 more source
A high-toughness, rare-earth-free magnesium alloy with excellent biocompatibility profile: Integrated in vitro and in vivo characterization. [PDF]
Weber L +17 more
europepmc +1 more source
Multimodal perovskite nanocrystals enable optical thermometry across multiple excitation and emission regimes, spanning the UV–Vis–NIR spectral range. By combining upconversion, downshifting, and persistent luminescence, the platform bridges conventional Boltzmann and non‐Boltzmann thermometric approaches.
Adrian Drozdowski +2 more
wiley +1 more source
Biofilm Control with Rare-Earth Oxides: A Mechanistic Framework for Next-Generation Antibiofilm Materials. [PDF]
Luong JHT.
europepmc +1 more source
Red Fluorescent Protein‐Metal Organic Framework Hybrids for Lighting Applications
We demonstrate the encapsulation in a metal‐organic framework (MOF) of two red fluorescent proteins, DsRed and mCherry. The materials conserve all spectroscopical and structural properties of the underlying components, which allows for their implementation as color down‐converting materials in bio‐hybrid light‐emitting diodes, which exhibit average 3 ...
David Gutiérrez‐Armayor +2 more
wiley +1 more source
Analysis of Boron-Based and Rare-Earth-Based Additive Strategies in Advanced Oxide Materials in Terms of Structural-Morphological Performance and Critical Raw Material Policies. [PDF]
Gür B, Yaman H, Macit CK.
europepmc +1 more source
A Bayesian optimization framework identifies the ideal composition for Lu2(MoO4)3:Yb–Er–Tm phosphors with minimal experimental trials. By leveraging the host's negative thermal expansion, the material achieves remarkable thermal quenching compensation.
Reiko Furukawa +7 more
wiley +1 more source
Inverse-Sandwich Rare Earth Metal Complexes Comprising a Planar Toluene Dianion. [PDF]
Pugliese ER +4 more
europepmc +1 more source
Hard‐Magnetic Soft Millirobots in Underactuated Systems
This review provides a comprehensive overview of hard‐magnetic soft millirobots in underactuated systems. It examines key advances in structural design, physics‐informed modeling, and control strategies, while highlighting the interplay among these domains.
Qiong Wang +4 more
wiley +1 more source
Synthesis and Characterization of Phosphanophenolate-Based Rare-Earth Metal-Copper Complexes. [PDF]
Fleißner A +7 more
europepmc +1 more source

