Intrinsic material dynamics are harnessed as computational resources for neuromorphic in‐materio physical reservoir computing. Defects, ionic motion, interfaces, percolation, geometry, and biasing shape transient states that provide fading memory, nonlinearity, and high‐dimensional projection for simple readout. A descriptor‐to‐dynamics framework links
Kshitij RB Singh +5 more
wiley +1 more source
Predicting pandemics, predicting people: the ethical limits of AI-powered public health surveillance. [PDF]
Adam MA +4 more
europepmc +1 more source
Requirements engineering and continuous deployment
This article summarizes the RE in the Age of Continuous Deployment panel at the 25th IEEE International Requirements Engineering Conference. It highlights two synergistic points (user stories and linguistic tooling) and one challenge (nonfunctional ...
Niu, Nan +4 more
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Radiative Thermal Management for Extreme Environments: Mechanisms and Design Strategies
In this review, we discuss the fundamental mechanisms of radiative cooling and solar heating, material and structural design strategies, hybrid approaches integrating additional heat transfer pathways, and durability‐oriented designs addressing environmental stresses.
Hyung Rae Kim +5 more
wiley +1 more source
Field Verification and Multi-Site Deployment of a Multi-Sensor Node for Continuous Environmental Monitoring in Commercial Beef Cattle Facilities. [PDF]
Yi G +5 more
europepmc +1 more source
Soft and Transient Bioelectronics Enabled by Polymer‐Free Ti3C2Tx MXene Hydrogels
We present Ti3C2Tx MXene hydrogel (MXgel) bioelectronics, a soft, flexible, and fully transient platform for high‐fidelity neural recording and stimulation. MXgel bioelectronics exhibit exceptional electrical conductivities, low electrochemical impedances, and high charge injection capacities.
Raghav Garg +15 more
wiley +1 more source
The US Food and Drug Administration's TEMPO Pilot Signals a New Regulatory Approach for AI-Enabled Medical Devices. [PDF]
Athni TS.
europepmc +1 more source
Self‐invalidating multilayer physical unclonable functions (PUFs) integrate fingerprint‐like metal nanopattern bilayers from block copolymer templates with highly reactive reduced graphene oxide (rGO) interlayers. This tamper‐responsive architecture blocks all unauthorized physical and chemical replication attempts while autonomously deactivating ...
Gyu Hui Jo +7 more
wiley +1 more source
Sustainable Hierarchical Networking for Extreme-Edge AI-Based Wildlife Monitoring in Resource-Constrained Environments. [PDF]
Rahman MA +5 more
europepmc +1 more source
Otomatisasi Deployment Continuous Integration (CI) dan Continuous Deployment (CD) Menggunakan Docker dan Github Action pada Lingkungan Cloud Computing (Studi Kasus: PT. Adarma Sagraha Pratama) [PDF]
This study aims to examine the implementation of automated deployment using continuous integration and continuous deployment with the help of Docker and GitHub Actions in a cloud computing environment. Manual deployment methods are highly prone to errors,
Prayogi, Pratama Putra
core

