Results 241 to 250 of about 147,580 (306)

Generative modelling meets Bayesian inference: a new paradigm for inverse problems. [PDF]

Philos Trans A Math Phys Eng Sci
Oliviero-Durmus A, Janati Y, Moulines E, Pereyra M, Reich S.   +4 more
europepmc   +1 more source

Predictors of authorised, unauthorised and persistent absence among secondary school pupils in Scotland

British Educational Research Journal, EarlyView.
Abstract This article examines the factors associated with persistent absenteeism (an absence rate of 10% or higher) and authorised and unauthorised absence among secondary school pupils in Scotland. Using linked administrative data, the analysis focuses on secondary school stages S1–S6 in three academic years.
Silvia Behrens, Morag Treanor, Patricio Troncoso, Bethany Lee‐Shield, Emma Russell, Lee Williamson, Cecilia Macintyre   +6 more
wiley   +1 more source

Bayesian Inference of Binding Kinetics from Fluorescence Time Series. [PDF]

J Phys Chem B
Bryan JS, Tashev SA, Fazel M, Scheckenbach M, Tinnefeld P, Herten DP, Pressé S.   +6 more
europepmc   +2 more sources

Bayesian inference for geophysical fluid dynamics using generative models. [PDF]

Philos Trans A Math Phys Eng Sci
Lobbe A, Crisan D, Lang O.
europepmc   +1 more source

A Modular Mechanistic In Silico Model for In Vitro Transcription Process Yield and Product Quality Prediction

Biotechnology and Bioengineering, EarlyView.
ABSTRACT In vitro transcription (IVT) plays a critical role in the manufacture of mRNA vaccines and therapeutics. Optimizing mRNA yield and ensuring product quality, such as capping efficiency and integrity, are essential but mechanistically complex. This study presents a modular mechanistic model of the IVT process to advance scientific understanding ...
Keqi Wang, Keilung Choy, Eli Reiser, Jinxiang Pei, Hua Zheng, Aparajita Dasgupta, Fuqiang Cheng, Guogang Dong, Bhanu Chandra Mulukutla, Joshua Mannheimer, Carolyn Huang, Hooman Farsani, Wei Xie   +12 more
wiley   +1 more source

Bayesian inference of fitness landscapes via tree-structured branching processes. [PDF]

Bioinformatics
Luo XG, Kuipers J, Rupp K, Takahashi K, Beerenwinkel N.   +4 more
europepmc   +1 more source

Adaptive Genomic Divergence Across Altitudes in Capsella bursa‐pastoris

Biological Diversity, EarlyView.
Genomic divergence was observed between high‐altitude and low‐altitude populations of Capsella bursa‐pastoris in China, consistent with an important role of ecological factors. Candidate adaptive loci associated with enhanced energy metabolism, photoprotection, and growth plasticity under altitudinal stress were identified.
Lu Liu, Jia Li, Xin Liu, Xue‐Jun Ge, Hui‐Run Huang   +4 more
wiley   +1 more source

Integrating Bayesian Inference and Machine Learning to Evaluate TAP and Trypsin-2 as Early Biomarkers of Systemic Inflammation in Acute Pancreatitis. [PDF]

Medicina (Kaunas)
Calin Frij A, Velicescu C, Andone A, Covali R, Ciubotaru A, Grigorovici R, Popa C, Cosntantinescu D, Pavel-Tanasa M, Grigorovici A.   +9 more
europepmc   +1 more source

Advances in causal discovery methods for ecological time series

Biological Reviews, EarlyView.
ABSTRACT Recent advances in data collection technologies (e.g. automated sensor networks, satellite remote sensing, and high‐throughput sequencing) have greatly expanded the availability of ecological time series, enabling new opportunities for causal analyses in dynamic ecosystems.
Kenta Suzuki, Masato Yamamichi, Yutaka Osada, Masayuki Ushio, Kohei Nakajima, Hiroshi Masuya, Shohei Shimizu   +6 more
wiley   +1 more source

BiGSM: Bayesian inference of gene regulatory network via sparse modelling. [PDF]

Bioinformatics
Qin H, Garbulowski M, Sonnhammer ELL, Chatterjee S.   +3 more
europepmc   +1 more source