Results 251 to 260 of about 493,705 (320)

Kernel ridge vs. principal component regression: Minimax bounds and the qualification of regularization operators

, 2017
Lee H. Dicker, Dean P. Foster, Daniel Hsu   +2 more
openalex   +1 more source

Inverse Design of Alloys via Generative Algorithms: Optimization and Diffusion within Learned Latent Space

Advanced Intelligent Discovery, EarlyView.
This work presents a novel generative artificial intelligence (AI) framework for inverse alloy design through operations (optimization and diffusion) within learned compact latent space from variational autoencoder (VAE). The proposed work addresses challenges of limited data, nonuniqueness solutions, and high‐dimensional spaces.
Mohammad Abu‐Mualla, Ellis Crabtree, Fredrick Michael, Yayue Pan, Jida Huang   +4 more
wiley   +1 more source

Offline and online coupled tensor factorization with knowledge graph. [PDF]

PLoS One
Lee S, Park YC, Kang U.
europepmc   +1 more source

Reconstruction of Dense Time Series High Spatial Resolution Ndvi Data and Regularization Using a Spatiotemporal Optimal Weighted Combination Estimation Model Based on Sentinel-2 and Modis

Kun Zhang, Changming Zhu, Junli Li, Kuntao Shi, Xin Zhang   +4 more
openalex   +1 more source

Artificial Intelligence for Bone: Theory, Methods, and Applications

Advanced Intelligent Discovery, EarlyView.
Advances in artificial intelligence (AI) offer the potential to improve bone research. The current review explores the contributions of AI to pathological study, biomarker discovery, drug design, and clinical diagnosis and prognosis of bone diseases. We envision that AI‐driven methodologies will enable identifying novel targets for drugs discovery. The
Dongfeng Yuan, Haicang Zhang, Liping Tong, Di Chen   +3 more
wiley   +1 more source

A Federated Recommendation System with a Dual-Layer Multi-Head Attention Network and Regularization Strategy. [PDF]

Entropy (Basel)
Yue Q, Tong X.
europepmc   +1 more source

Deep Learning‐Assisted Coherent Raman Scattering Microscopy

Advanced Intelligent Discovery, EarlyView.
The analytical capabilities of coherent Raman scattering microscopy are augmented through deep learning integration. This synergistic paradigm improves fundamental performance via denoising, deconvolution, and hyperspectral unmixing. Concurrently, it enhances downstream image analysis including subcellular localization, virtual staining, and clinical ...
Jianlin Liu, Rujia Liu, Xinyan Zhang, Xun Chen, Shuhua Yue   +4 more
wiley   +1 more source

SMAGS-LASSO: A Novel Feature Selection Method for Sensitivity Maximization in Early Cancer Detection. [PDF]

Cancer Epidemiol Biomarkers Prev
Khoshfekr Rudsari H, Khorami-Sarvestani S, Fahrmann JF, Long JP, Hanash S, Do KA, Irajizad E.   +6 more
europepmc   +1 more source

Mathematical Resolution of the Hubble Tension and Singularity Regularization through Dynamic Vacuum Coupling (DVCH)

Daniel Benjamín Castro
openalex   +1 more source

Interpretable Machine Learning for Solvent‐Dependent Carrier Mobility in Solution‐Processed Organic Thin Films

Advanced Intelligent Discovery, EarlyView.
This work establishes a correlation between solvent properties and the charge transport performance of solution‐processed organic thin films through interpretable machine learning. Strong dispersion interactions (δD), moderate hydrogen bonding (δH), closely matching and compatible with the solute (quadruple thiophene), and a small molar volume (MolVol)
Tianhao Tan, Lian Duan, Dong Wang
wiley   +1 more source