An Injectable Electroactive Hydrogel Engineered for Stable Bioelectronic Interfaces
Injectable electroconductive hydrogels enable soft, conformal, and stable bioelectronic interfaces for electroceutical therapies. A catechol‐modified hyaluronic acid/alginate/edge‐functionalized graphene platform combines wet adhesion, shear‐thinning injectability, tissue‐matched mechanics, and electrochemical functionality.
Ying Zhou +11 more
wiley +1 more source
Recurrent neural networks with transient trajectory explain working memory encoding mechanisms. [PDF]
Liu C +7 more
europepmc +1 more source
Xenes for Sustainable Energy: A Roadmap From First‐Principles Design to Practical Deployment
Emerging 2D Xenes are advancing from theoretical predictions toward practical energy‐storage and conversion technologies through the integration of first‐principles modelling, experimental synthesis, electrochemical validation, and AI‐assisted materials design, enabling accelerated discovery of high‐performance and sustainable electrochemical systems ...
Onur Karaman, Ceren Karaman
wiley +1 more source
Two‐Way Shape Memory Polymer Composite Gripper for Adaptive Robotic Applications
A two‐way shape memory polymer (SMP) composite is developed with intrinsic shape‐changing capability driven solely by temperature, eliminating external actuation loads. Embedding the SMP in a low‐stiffness elastomeric matrix enabled reversible transformations during heating and cooling cycles.
Aamna Hameed, Kamran Ahmed Khan
wiley +1 more source
PROFIS: Design of Target-Focused Libraries by Probing Continuous Fingerprint Space with Recurrent Neural Networks. [PDF]
Rybka H, Danel T, Podlewska S.
europepmc +1 more source
Advanced Design for Weakly Coupled Resonators by Automatic Active Optimization
An Automatic Active Optimization (AAO) strategy integrates machine learning predictors and genetic algorithms in a closed‐loop workflow. By iteratively expanding its dataset with new discoveries, AAO overcomes the limits of conventional methods. This approach finds superior microstructural designs beyond the initial sample space. We demonstrate this on
Wei Yue +8 more
wiley +1 more source
Efficient nonlinear function approximation in analog resistive crossbars for recurrent neural networks. [PDF]
Yang J +11 more
europepmc +1 more source
GRAiCE: reconstructing terrestrial water storage anomalies with recurrent neural networks. [PDF]
Palazzoli I, Ceola S, Gentine P.
europepmc +1 more source
Phase of firing does not reflect temporal order in sequence memory of humans and recurrent neural networks. [PDF]
Liebe S +8 more
europepmc +1 more source
Comparative Analysis of Recurrent Neural Networks with Conjoint Fingerprints for Skin Corrosion Prediction. [PDF]
Duy HA, Srisongkram T.
europepmc +1 more source

