CrossMatAgent is a multi‐agent framework that combines large language models and diffusion‐based generative AI to automate metamaterial design. By coordinating task‐specific agents—such as describer, architect, and builder—it transforms user‐provided image prompts into high‐fidelity, printable lattice patterns.
Jie Tian +12 more
wiley +1 more source
Innovative impact of artificial intelligence and management in rural revitalization under fuzzy based decision-making approach. [PDF]
Wang M, Zhang H, Zhao H.
europepmc +1 more source
Deep Learning‐Assisted Coherent Raman Scattering Microscopy
The analytical capabilities of coherent Raman scattering microscopy are augmented through deep learning integration. This synergistic paradigm improves fundamental performance via denoising, deconvolution, and hyperspectral unmixing. Concurrently, it enhances downstream image analysis including subcellular localization, virtual staining, and clinical ...
Jianlin Liu +4 more
wiley +1 more source
Research on the optimal selection method for railway line routes in complex and challenging mountainous areas taking into account ecological protection. [PDF]
Han F, Luo Y.
europepmc +1 more source
Evolution of Physical Intelligence Across Scales
By following the evolution of physical intelligence across scales, this article shows how intelligence arises from materials, structures, physical interactions, and collectives. It establishes physical intelligence as the evolutionary foundation upon which embodied intelligence is built.
Ke Liu +7 more
wiley +1 more source
A multi-criteria approach to ESG-based portfolio optimization incorporating historical performance, forward-looking insights, and credibilistic CVaR: a case study on the DJIA. [PDF]
Taheripour E, Sadjadi SJ, Amiri B.
europepmc +1 more source
Audio Deepfake Detection via a Fuzzy Dual-Path Time-Frequency Attention Network. [PDF]
Li J +6 more
europepmc +1 more source
Robust missing data reconstruction in schizophrenia using tracking-removed autoencoder with fuzzy confidence integration. [PDF]
Mateen M, Fatima U.
europepmc +1 more source
Quantum gravity: are we there yet? [PDF]
Majid S.
europepmc +1 more source
A knowledge-informed neural network integrating fuzzy AHP and PCA for SME credit risk assessment. [PDF]
Li T, Ali MKM.
europepmc +1 more source

