A unified time‐series forecasting framework learns transferable battery capacity‐degradation patterns from 20 heterogeneous datasets spanning chemistries, formats, temperatures, and cycling conditions. A single model delivers competitive predictions on both known and previously unseen datasets, while physics‐guided representation learning improves ...
Joey Chan +8 more
wiley +1 more source
Separated or joint models of repeated multivariate data to estimate individuals' disease trajectories with application to scleroderma. [PDF]
Kim JS, Shah AA, Hummers LK, Zeger SL.
europepmc +1 more source
Understanding the Impact of Age-Related Changes in Pediatric GI Solubility by Multivariate Data Analysis. [PDF]
Guimarães M +4 more
europepmc +1 more source
This study identifies MZF1 as a core regulator of colon cancer via SnoN‐mediated TGF‐β suppression, proposes 10Panx Acetate as a targeted inhibitor, and validates MZF1/SnoN as prognostic markers for aggressive disease. ABSTRACT Colon cancer progression is associated with transcriptional and signaling abnormalities.
Siqi Sheng +9 more
wiley +1 more source
Gridding and Parameter Expansion for Scalable Latent Gaussian Models of Spatial Multivariate Data. [PDF]
Peruzzi M +3 more
europepmc +1 more source
Forecasting daily emergency department arrivals using high-dimensional multivariate data: a feature selection approach. [PDF]
Tuominen J +6 more
europepmc +1 more source
An interpretable, unsupervised artificial intelligence framework identifies a 13‐cellular morphometric biomarker (CMB) signature from routine H&E whole‐slide images. Validated across 2,602 patients, the fixed signature generalizes across colorectal, gastric, and esophageal tissues without retraining, stratifies prognosis and precancerous lesion risk ...
Pin Wang +14 more
wiley +1 more source
Unraveling the difference in aroma characteristics of tomato flesh with different colors using HS-SPME-GC-MS/MS and <i>E</i>-nose combined with multivariate data analysis. [PDF]
Xu J, Lu Y, Cui J, Liu Y, Yu W, Li C.
europepmc +1 more source
Use of front face fluorescence spectroscopy coupled with multivariate data analysis for monitoring biscuits' quality during aging. [PDF]
Ghnimi H +4 more
europepmc +1 more source
Low latency carbon budget estimates for July 2024–June 2025 combine atmospheric CO2 growth rates, fossil emissions, ocean uptake, DGVM land fluxes, and OCO‐2 inversions. The budget shows that late‐2024 land carbon losses dominate the annual anomaly, while early‐2025 recovery differs between bottom‐up models and top‐down inversions, especially in ...
Piyu Ke +32 more
wiley +1 more source

