Results 191 to 200 of about 26,939 (224)

A Robust Deep Temporal Causal Discovery Platform for Single‐Cell Gene Regulatory Network Reconstruction

Advanced Intelligent Discovery, EarlyView.
scTIGER2.0 is a deep‐learning framework that infers gene regulatory networks from single‐cell RNA sequencing data. By integrating correlation, pseudotime ordering, deep learning and bootstrap‐based significance testing, it reduces false positives and reveals directional gene interactions.
Nishi Gupta, Madison Dautle, Shaoqiang Zhang, Yong Chen   +3 more
wiley   +1 more source

Efficient reporting delay calibration in spatial metapopulation models for reconstructing cross-regional epidemic dynamics. [PDF]

Biosaf Health
Li H, Teng Y, Zu Z, Chen J.
europepmc   +1 more source

Deep Learning–Based Extraction of Promising Material Groups and Common Features from High‐Dimensional Data: A Case of Optical Spectra of Inorganic Crystals

Advanced Intelligent Discovery, EarlyView.
We report a novel interpretation method for deep learning models based on feature extraction and clustering. Applying this method to an atomistic line graph neural network (ALIGNN) model trained on optical absorption spectra of 2,681 inorganic compounds obtained from first‐principles calculations, we successfully identify key factors underlying ...
Akira Takahashi, Yu Kumagai, Arata Takamatsu, Fumiyasu Oba   +3 more
wiley   +1 more source

A simulation-based hybrid causal predictive framework for stockout risk analysis in supply chain. [PDF]

PLoS One
Hafaf E, Alzubi AB, Iyiola K, Aljuhmani HY.   +3 more
europepmc   +1 more source

Beyond STRs: Integrative Forensic Genomics from MPS to Genetic Genealogy and AI-Based Prediction. [PDF]

Genes (Basel)
Brancato D, Coniglio E, Bruno F, Treccarichi S, Vinci M, Calì F, Saccone S, Federico C.   +7 more
europepmc   +1 more source

Reliability Assessment of Harmonic Reducers Based on the Two-Phase Hybrid Stochastic Degradation Process. [PDF]

Sensors (Basel)
Wei L, Liu P, Tian H, Li H, Qiu Y.
europepmc   +1 more source

Calibration, Sensitivity and Uncertainty Analysis of Complex Ecological Models-A Review. [PDF]

Ecol Lett
Malchow AK, Hartig F.
europepmc   +1 more source

Computational blueprints for cell fate programming. [PDF]

Stem Cell Reports
Yang P.
europepmc   +1 more source

Advances in Contact Tracing: A Bayesian Framework to Improve Network and Transmission Models. [PDF]

J Mol Evol
Hite JL.
europepmc   +1 more source