SPARTIN: a Bayesian method for the quantification and characterization of cell type interactions in spatial pathology data. [PDF]
Front Genet, 2023 Osher N +4 more
europepmc +1 more source
Advanced Science, EarlyView.An interpretable machine learning framework integrating SHAP and PDP analysis identifies critical design descriptors from 139 physicochemical features for Nb─Si alloys. The framework achieves <7% prediction error and guides the discovery of Nb38.5Ti38.5Si3Zr18V2 alloy with 22.791 MPa·m1/2 fracture toughness, breaking the 20 MPa·m1/2 barrier.
Dezhi Chen +7 more
wiley +1 more source
PhyloAcc-GT: A Bayesian Method for Inferring Patterns of Substitution Rate Shifts on Targeted Lineages Accounting for Gene Tree Discordance. [PDF]
Mol Biol Evol, 2023 Yan H +5 more
europepmc +1 more source
Bayesian and Non-Bayesian Approaches to Scientific Modeling and Inference in Economics and Econometrics [PDF]
After brief remarks on the history of modeling and inference techniques in economics and econometrics , attention is focused on the emergence of economic science in the 20th century. First, the broad objectives of science and the Pearson-Jeffreys' "unity
Arnold Zellner
core
Polarization Dynamics in Ferroelectrics: Insights Enabled by Machine Learning Molecular Dynamics
Advanced Science, EarlyView.Machine learning molecular dynamics is presented as a route to capture polarization switching, domain wall kinetics, topological polar textures, and polar mechanical coupling beyond the limits of conventional atomistic methods. This Perspective surveys recent progress and identifies key methodological directions, including long‐range electrostatics ...
Dongyu Bai +3 more
wiley +1 more source
Intrusion detection method based on Bayesian and decision tree
Gong-kuang zidonghua, 2013 In view of problems of low detection rate and high false detection rate in intrusion detection method based on Bayesian or decision tree, the paper proposed an intrusion detection method based on Bayesian and decision tree. Firstly, Naive Bayesian method
CHI Jing, YANG Zhen-yu, ZHANG Ting
doaj
Bayesian method application: Integrating mathematical modeling into clinical pharmacy through vancomycin therapeutic monitoring. [PDF]
Pharmacol Res Perspect, 2022 Chen A, Gupta A, Do DH, Nazer LH.
europepmc +1 more source
Advanced Science, EarlyView.A portable, sensorized, and controlled dexterous thumb‐enhanced glove helps stroke survivors swipe phones, twist caps, and perform other tasks. It is based on a powerful continuously, segmented origami dual chamber actuator to achieve active thumb CMC and MCP joint assistance and passively extend the IP joint.
Disheng Xie +10 more
wiley +1 more source
A Bayesian method for identifying associations between response variables and bacterial community composition. [PDF]
PLoS Comput Biol, 2022 Verster A +4 more
europepmc +1 more source
Advanced Science, EarlyView.Autonomous laboratories can now synthesize materials faster than experts can interpret the resulting diffraction data. A probabilistic framework combines refinement‐fit metrics with large language model‐derived chemical reasoning to rank competing phase interpretations and flag those unsuitable for autonomous use.
Olympia Dartsi +7 more
wiley +1 more source