Results 221 to 230 of about 365,419 (293)

Identification of Exhaled Volatile Organic Compounds Biomarkers for Lung Cancer Under Data‐Limited Conditions Using Data Augmentation and Multi‐View Feature Selection

Advanced Intelligent Discovery, EarlyView.
This work introduces a novel framework for identifying non‐small cell lung cancer biomarkers from hundreds of volatile organic compounds in breath, analyzed via gas chromatography‐mass spectrometry. This method integrates generative data augmentation and multi‐view feature selection, providing a stable and accurate solution for biomarker discovery in ...
Guancheng Ren, Bohao Liu, Zhiyuan Qu, Xue Jiang, Heng Zhao, Danyao Qu, Ruizhi Ning, Chen Su, Taoping Liu, Guangjian Zhang, Weiwei Wu   +10 more
wiley   +1 more source

A climate region classification for California's warm season: apparent temperature clustering to support heat-health epidemiology. [PDF]

Int J Biometeorol
Villanueva M, Monte-Sano S, Sheridan S, Allen M, Kalkstein L, Jerrett M, Eisenman DP.   +6 more
europepmc   +1 more source

Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion

Advanced Intelligent Discovery, EarlyView.
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia, Christian Mark Pelicano   +1 more
wiley   +1 more source

Detecting anthropogenically induced changes in extreme and seasonal evapotranspiration observations. [PDF]

Nat Commun
Egli M, Sippel S, Knutti R, Humphrey V.
europepmc   +1 more source

VAE+DDPG: An Attention‐Enhanced Variational Autoencoder for Deep Reinforcement Learning‐Based Autonomous Navigation in Low‐Light Environments

Advanced Intelligent Systems, EarlyView.
Variational Autoencoder+Deep Deterministic Policy Gradient addresses low‐light failures of infrared depth sensing for indoor robot navigation. Stage 1 pretrains an attention‐enhanced Variational Autoencoder (Convolutional Block Attention Module+Feature Pyramid Network) to map dark depth frames to a well‐lit reconstruction, yielding a 128‐D latent code ...
Uiseok Lee, Chanhong Hwang, Hyunseok Kang, Yechan Park, Hangwoo Jin, Tuan Anh Nguyen, Eunmi Choi, Dugki Min   +7 more
wiley   +1 more source

Detection and Emergence of Climate Change Signals in Extreme Sea Levels: A Global-scale Analysis

Nawarat K, Tebaldi C, Reyns J, Muis S, Ranasinghe R.   +4 more
europepmc   +1 more source

Causes and consequences of Arctic amplification elucidated by coordinated multimodel experiments. [PDF]

Commun Earth Environ
Screen JA, Audette A, Blackport R, Deser C, England M, Feldl N, Gervais M, Hay S, Kushner PJ, Liang YC, Msadek R, Mudhar R, Sigmond M, Smith D, Sun L, Yu H.   +15 more
europepmc   +1 more source

Scalable Platform Enabling Reservoir Computing With Nanoporous Oxide Memristors for Image Recognition and Time Series Prediction

Advanced Intelligent Systems, EarlyView.
The approach of physical in materia computing incorporates parallel computing within the medium itself. A scalable and energy‐efficient, oxide‐based computational platform is realized in form of a nanoporous network of volatile niobium oxide memristors sandwiched between top and bottom metallic electrodes, and then tested for prediction and ...
Joshua Donald, Ben A. Johnson, Amir Mehrnejat, Alex Gabbitas, Arthur G. T. Coveney, Alexander G. Balanov, Sergey Savel’ev, Pavel Borisov   +7 more
wiley   +1 more source

CMIP6 models cannot capture long-term forced changes in the tropical Pacific sea surface temperature gradient. [PDF]

Nat Commun
Byrne H, Seager R, Smerdon JE.
europepmc   +1 more source

Internal variability in the Regional Climate Model REMO

, 2013
openaire   +2 more sources