eLife2d
Generative modeling for RNA splicing predictions and design
Alternative splicing (AS) of pre-mRNA plays a crucial role in tissue-specific gene regulation, with disease implications due to splicing defects. Predicting and manipulating AS can therefore uncover ...
TechBullion4d
Bridging Theory and Practice in Bayesian Statistics
Bayesian statistics in contemporary data science signify a paradigm revolution in probabilistic argumentation that provides ...
C&EN24d
Accelerated Optimization of Compositions and Chemical Ordering for Bimetallic Alloy Catalysts Using Bayesian Learning
School of Vehicle and Mobility, Tsinghua University, Beijing 100084, China State Key Laboratory of Intelligent Green Vehicle and Mobility, Tsinghua University, Beijing 100084, China Center for ...
IEEE29d
A Global Multi-Objective Bayesian Optimization Framework for Generic Machine Design Using Gaussian Process Regression
Although stochastic optimization algorithms are extensively employed for this purpose, a primary drawback is the time-consuming and substantial number of design evaluations. Bayesian optimization (BO) ...