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Red-Light-Absorbing Donor-Acceptor Conjugated Polymer Nanoparticles Enable Efficient and Biocompatible Photobiocatalysis
Redox enzymes offer high selectivity in chemical transformations, but their practical applications require continuous regeneration of expensive and unstable redox cofactors. Photocatalytic cofactor regeneration has shown promise as an efficient and sustainable strategy. However, most reported systems rely on ultraviolet or blue-light excitation, frequently leading to photodamage and enzyme deactivation. Here, we report a red-light-driven photobiocatalytic platform based on well-dispersible nanop
2026-08
Hyperbolic Prototype-Residual Autoencoder for Interpretable Generative Latent Organization
Interpretable organization of latent spaces remains a central challenge in generative modeling. Most generative models rely on continuous latent variables, but the learned space often lacks an explicit structure that explains how samples are organized or how semantic variation can be controlled. This paper proposes a hyperbolic prototype-residual autoencoder that organizes generative latent representations using a fixed prototype tree embedded in the Poincar & eacute; ball. Each encoded sample i
2026-08
LanthanideDoping and Dual-Site Switching on AmorphousHigh-Entropy Metallene Oxides Boost Acidic Water Oxidation
High-entropy oxides (HEOs) are promising electrocatalysts for breaking the Sabatier principle and maximizing their oxygen evolution reaction (OER) efficiency. Herein, the effect of lanthanide doping on RuIr-based HEOs is investigated through theoretical and experimental studies. The optimized amorphous RuIrMnCoGd high-entropy metallene oxides (a-Gd_HEMOs) with moderate intermediate affinity exhibit a small overpotential of 211 mV and an ultralong stability of 700 h at 10 mA cm(-2) in acidic medi
2026-08
Flexible and Self-Powered Wearable Sensors for Tremor Monitoring in Parkinson'S Disease: Recent Advances in Materials and Device Architectures
Parkinson’s disease (PD) is a progressive neurodegenerative disorder where tremor remains one of the most prominent anddisabling motor symptoms. Traditional clinical rating scales for disease severity rely on clinician observation and patient self-report, often failing to capture the dynamic and continuous nature of tremors in daily life. This drives the development of objectivemonitoring technologies, such as wearable sensors, for more accurate evaluation of PD severity. However, many existing
2026-08
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Applications of flexible and stretchable three-dimensional structures for soft electronics
The development of devices that can be mechanically deformed in geometrical layouts, such as flexible/stretchable devices, is important for various applications. Conventional flexible/stretchable devices have been demonstrated using two-dimensional (2D) geometry, resulting in dimensional constraints on device operations and functionality limitations. Accordingly, expanding the dimensions in which such devices can operate and acquiring unique functionality that is difficult to implement in 2D pla
2023-06
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Precise Synchronization Between LiDAR and Multiple Cameras for Autonomous Driving: An Adaptive Approach
LiDAR and camera are crucial perception sensors that provide complementary information for object detection in autonomous driving vehicles. However, the fusion of sensor data to achieve efficient object detection requires accurate calibration and precise time synchronization between the sensors. While calibration ensures the geometric relationship between the sensors, and time synchronization ensures that data from both sensors corresponds to the same moment in the real world. Even though variou
2025-03
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Recent Advances in Ultra-High-Speed Wireline Receivers with ADC-DSP-Based Equalizers
High-speed wireline data transceivers (TRX) with analog-to-digital converter (ADC) followed by digital signal processor (DSP) on the receiver (RX) equalizer became popular for applications requiring >100 Gb/s per-lane data rate over long-reach (LR) channels, especially for datacenter applications. With the digital-to-analog converter (DAC)-based transmitter (TX) including DSP-based TX signal processing, the overall structure of DAC/ADC-DSP-based wireline TRXs became similar to modulator/demodula
2024-11
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Edge-Server Workload Characterization in Vehicular Computation Offloading: Semantics and Empirical Analysis
Edge server-assisted computation offloading enables vehicles to leverage server compute resources to deliver connected services, overcoming the limitations of onboard resources. Understanding the compute workloads of edge servers is crucial for effective resource management and scheduling, yet this task is challenging due to the complex interplay of factors such as vehicle mobility and computation offloading patterns. To address this, we propose an empirical analysis framework that systematicall
2024-06
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