This research demonstrates that the combination of domain knowledge–based multiple regression, multi‐objective Bayesian optimization, and generative models is a suitable prediction tool for candidates of high refractive index polymers, even with the constraints in the model trained on limited data. The experimental validation can reproduce the proposed
Takuya Yokoo +3 more
wiley +1 more source
Study of Solvent Effect on PVDF-HFP Gel Polymer Electrolyte Containing Ionic Liquid Pyr<sub>1,4</sub>TFSI for Lithium Batteries Application. [PDF]
Zanotto PV, Fernandes EG, Martins VL.
europepmc +1 more source
Smart Bioinspired Material‐Based Actuators: Current Challenges and Prospects
This work gathers, in a review style, an extensive and comprehensive literature overview on the development of autonomous actuators based on synthetic materials, bringing together valuable knowledge from several studies. Furthermore, the article identifies the fundamental principles of actuation mechanisms and defines key parameters to address the size
Alejandro Palacios +4 more
wiley +1 more source
The UmboMic: Characterization and Testing of a Middle Ear Microphone. [PDF]
Wawrzynek EF +5 more
europepmc +1 more source
A multimodal laser‐induced graphene (LIG)‐based flexible sensor is developed to detect proximity and contact signals. Integrated into a soft robotic hand, it enables vision‐free object searching and grasping. Combined with a convolutional neural network, the system achieves accurate material and texture recognition, enhancing the capability of ...
Youning Duo +9 more
wiley +1 more source
Acoustic Signal-Based Piezoelectric Thin-Film Microbalance: A Versatile and Portable Platform for Biomedical Sensing and Point-of-Care Testing. [PDF]
Zhao B, Li X, Shi J, Liu H.
europepmc +1 more source
Thermally Stable Organic Synaptic Transistors Using a High‐Tg Polymer Electret
A high–glass‐transition‐temperature cyclic olefin copolymer (COC) electret enables thermally stable organic synaptic transistors for neuromorphic operation in harsh environments. UV–ozone treatment increases the trap density in COC, providing robust multilevel conductance and key synaptic functions (excitatory postsynaptic current/ inhibitory ...
Hoyoung Cho +9 more
wiley +1 more source
Significance of Textile Properties for the Design of a New Pelvic Implant to Treat Pelvic Organ Prolapse. [PDF]
Seifalian A +4 more
europepmc +1 more source
Complex dynamics, often avoided in electromechanical design, can enhance soft robotics. We develop durable magnetic soft actuators operating in tunable dynamic regimes, enabling random number generation, stochastic computing, and time‐series prediction.
Eduardo Sergio Oliveros‐Mata +14 more
wiley +1 more source
Efficacy and safety of standalone middle meningeal artery embolization for chronic subdural hematoma: a single-center retrospective cohort study. [PDF]
Xie D.
europepmc +1 more source

