Industria 4.0
Industria 4.0
AI‐Driven Decoding of Material Dynamics: From Machine Learning Potentials and Interpretability to Generative Prediction
06/12/2025 -
Artificial intelligence (AI) is transforming the modeling of material dynamics across scales. This Review highlights recent advances in AI‐driven machine learning potentials, interpretability, and...
High‐Fidelity and Low‐Latency Machine Vision via Manipulation of Contact Potential Behaviors at Perovskite Hetero‐Interfaces
05/12/2025 -
Perovskite photodetectors are promising for advanced machine vision, but struggled by a persistent speed‐efficiency trade‐off. This work identifies the fundamental domination of...
Electrically Conductive Inks as Programable Material Systems for Adaptive, Multifunctional, and Sustainable Electronics
03/12/2025 -
Traditional conductive inks face trade‐offs between conductivity, flexibility, and processability. The emerging platform‐type conductive ink framework balances these properties, shifting focus...
Current Advancements in Untargeted Metabolomics Analysis and Testing Driven by Machine Learning: Prospects for Artificial Intelligence in Patient-Centric Healthcare Transformation
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Metabolomics is a high-throughput methodology that measures various metabolites in biological fluids. An advantage of an untargeted approach for analyzing metabolomics, which involves an impartial...
Experimental Analysis and Physics‐Based Analytical Model on Twisted and Coiled Artificial Muscles
01/12/2025 -
Twisted and coiled artificial muscles made from silver‐coated nylon fibers are investigated through experiments and analytical modeling. The actuators achieve contractions up to 19.3% and specific...
Liquid Crystal Elastomers Under Confinement: A Review of Template‐Based Fabrication and Applications
28/11/2025 -
Template‐assisted confinement offers powerful ways to control the alignment, structure, and function of liquid crystal elastomers. This review highlights several templating strategies and details...
Thermal and Mechanical Properties of Refractory High‐Entropy Alloy Composites with TiC in Nonequal Molar CrMoNbTaTiZr at Elevated Temperatures
27/11/2025 -
Lightweight refractory high‐entropy alloy (RHEA) composites reinforced with in situ TiC are developed via reactive sintering. Optimal densification at 1600 °C yields reduced density, stable...
Self‐Sustained, Continuous Jumping of a Light‐Driven Electronics‐Free Insect‐Scale Soft Robot
01/12/2025 -
This work presents a 301 mg soft robot capable of continuous, autonomous jumping with energy harvesting, actuation, and control embedded in their physical structure without electronics. Coupling...
Microphase‐Separated Hydrogel Electrolytes with Selective Ion Transportation Pathways for Flexible Zinc‐Ion Batteries
29/11/2025 -
The study presents a microphase‐separated single‐zinc‐ion conducting hydrogel electrolyte (SIHE) formed by disentangling polyanionic zinc‐alginate chains using Nafion (ZA/N). The engineered...
The Space Within: How Architected Voids Promote Tissue Formation
28/11/2025 -
This review explores the role of void spaces in tissue engineering scaffolds and examines four key methods for introducing porosity into hydrogels at different scales. It discusses sacrificial...
Ultra‐High Conductivity Enhancement of Robust All‐Solid‐State Ion Elastomers via Strain‐Induced Ion Channel Alignment and Temperature‐Activated Ion‐Gated Release
27/11/2025 -
Enhancing the electrical conductivity of ionic all‐solid‐state conductors under stretch and temperature‐altering conditions remains challenging. This work simultaneously achieves...
Application of surface-enhanced Raman scattering combined with artificial intelligence for multiplex detection of chemotherapeutic agents used in solid tumors
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Chemotherapy remains a cornerstone in the treatment of multiple solid and gynecologic malignancies, including endometrial cancer, ovarian cancer, and breast cancer. Carboplatin, epirubicin,...
Constructing Nitric Oxide‐Releasing and Reactive Oxygen Species‐Scavenging Hydrogels for 3D Printed Artificial Blood Vessels
27/11/2025 -
Schematic representation of the synthesis of multifunctional CG/HG/HBCL hydrogel and its application in 3D printing of artificial blood vessels.ABSTRACTArtificial blood vessel transplantation is...
Advancing Tomographic Volumetric Printing Via Oxygen Inhibition Control: Improved Accuracy and Large‐Volume Capability (Adv. Mater. 47/2025)
26/11/2025 -
Tomographic Volumetric Additive ManufacturingIn their Research Article (DOI: 10.1002/adma.202508729), Yujie Zhang, Chantal Paquet, and co‐workers demonstrate that the volume and quality of 3D...
Polarized Luminescence in Halide Perovskite Nanomaterials
26/11/2025 -
This review examines polarized luminescence in halide perovskite nanomaterials, dissecting structural engineering strategies for the generation of LPL and chiral CPL. It analyzes chirality transfer...
