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
Foreigners welcome? Categorizing change in German mass media discourse with Latent Semantic Analysis (LSA). [PDF]
Zehner AH +5 more
europepmc +1 more source
Social Inferences in Agenesis of the Corpus Callosum and Autism: Semantic Analysis and Topic Modeling. [PDF]
Renteria-Vazquez T +5 more
europepmc +1 more source
The Necessity of Dynamic Workflow Managers for Advancing Self‐Driving Labs and Optimizers
We assess the maturity and integration readiness of key methodologies for Materials Acceleration Platforms, highlighting the need for dynamic workflow managers. Demonstrating this, we integrate PerQueue into a color‐mixing robot, showing how flexible orchestration improves coordination and optimization.
Simon K. Steensen +6 more
wiley +1 more source
Correction to: Darwin's perception of nature and the question of disenchantment: a semantic analysis across the six editions of On the Origin of Species. [PDF]
Jiménez-Pazos B.
europepmc +1 more source
This study presents an automated system integrating a capillary force gripper and machine learning‐based object detection for sorting and placing submillimeter objects. The system achieved stable and simultaneous manipulation of four object types, with an average task time of 86.0 seconds and a positioning error of 157 ± 84 µm, highlighting its ...
Satoshi Ando +4 more
wiley +1 more source
Enhancing Intrusion Detection for IoT and Sensor Networks Through Semantic Analysis and Self-Supervised Embeddings. [PDF]
Liu Y, Guo Y.
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
'Being a Good Parent' for Seriously Ill Children in Brazil: A Qualitative Semantic Analysis. [PDF]
Silva-Rodrigues FM +4 more
europepmc +1 more source

