A physics‐guided machine learning framework estimates Young's modulus in multilayered multimaterial hyperelastic cylinders using contact mechanics. A semiempirical stiffness law is embedded into a custom neural network, ensuring physically consistent predictions. Validation against experimental and numerical data on C.
Christoforos Rekatsinas +4 more
wiley +1 more source
Controlled electrodeposition of tungsten oxide nanoparticles on MXene nanosheets-framework for ultrasensitive light enhanced detection of dopamine. [PDF]
Mohammad-Rezaei R +2 more
europepmc +1 more source
CAUIM: Amazonian Cassava‐Based Programmable Biocolloid
Bridging indigenous heritage and computation, this work introduces the usage of cauim, a traditional Amazonian cassava fermented beverage, as a programmable memristive‐like substrate and resistance switching. The material exhibits frequency‐dependent dynamics enabling reconfigurable Boolean logic operations.
Raphael Fortulan +5 more
wiley +1 more source
UV-shielding photochromic composite films based on nanocrystalline cellulose modified with CeO<sub>2</sub> and WO<sub>3</sub> nanoparticles. [PDF]
Kameneva SV +6 more
europepmc +1 more source
A Flexible and Energy‐Efficient Compute‐in‐Memory Accelerator for Kolmogorov–Arnold Networks
This article presents KA‐CIM, a compute‐in‐memory accelerator for Kolmogorov–Arnold Networks (KANs). It enables flexible and efficient computation of arbitrary nonlinear functions through cross‐layer co‐optimization from algorithm to device. KA‐CIM surpasses CPU, ASIC, VMM‐CIM, and prior KAN accelerators by 1–3 orders of magnitude in energy‐delay ...
Chirag Sudarshan +6 more
wiley +1 more source
The overlooked yet critical role of catholyte composition in microbial electrosynthesis. [PDF]
van der Lee D +4 more
europepmc +1 more source
The geometric accuracy of off-axis targets in stereotactic body radiotherapy treatments across three linear accelerators. [PDF]
Chinnaiya D, Mudhana G.
europepmc +1 more source
Photon-Counting Computed Tomography-Based Hepatic iron Quantification Using a Tungsten-Based Contrast Agent. [PDF]
Neumann J +7 more
europepmc +1 more source
Brazeability Study of an Additively Manufactured CuCrZr Alloy to Tungsten Using Various Cu-Based Fillers. [PDF]
Izaguirre I +4 more
europepmc +1 more source

