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Integrated Field‐Free SOT Domain‐Wall Synapses and MTJ Stochastic Neurons for Hardware Boltzmann Machines

open access: yesAdvanced Functional Materials, EarlyView.
Field‐free spin‐orbit torque domain‐wall synapses integrated with stochastic MTJ neurons enable compact hardware Boltzmann machines. Leveraging intrinsic stochasticity and multi‐level conductance, the system achieves efficient probabilistic learning with high accuracy, demonstrating a scalable spintronic platform for energy‐efficient edge AI.
Aijaz H. Lone   +8 more
wiley   +1 more source

Designed Lewis Acid–Base Passivation for High Performance Perovskite Solar Cells

open access: yesAdvanced Functional Materials, EarlyView.
ABSTRACT Silicon's high cost and long energy payback time remain major barriers to the global expansion of solar power. In contrast, metal–halide perovskites offer abundant, solution‐processable absorbers, and have achieved efficiencies of 25%–30%, positioning them as strong competitors to silicon.
Afna Manaf   +4 more
wiley   +1 more source

Interface fails and Young's module approximation of multilayer flexible devices through finite element method. [PDF]

open access: yesHeliyon
Méndez-Hernández J   +4 more
europepmc   +1 more source
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Making the cut: mechanics of cutting and steering of insect probes

Current Opinion in Insect Science, 2020
Many insects forage, oviposit or inject venom in their prey by penetrating or cutting through substrates. From a physical perspective, cutting involves creation of new free surfaces. The cutting parts of insects, such as their mandibles or ovipositor tips, are often zinc-enriched and hardened as compared to the other cuticular regions.
Namrata, Gundiah, Siddhartha, Jaddivada
openaire   +2 more sources

Dynamic analysis of a cutting mechanism

Mechanism and Machine Theory, 2000
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Cveticanin, L., Maretic, R.
openaire   +2 more sources

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