Frontiers

From Tool to Teammate: How Generative and Agentic AI Will Reshape Systems Biology Modeling

Systems biology modeling is entering a new phase. For decades, computational models—ODE and PDE systems, stochastic simulations, constraint-based networks, ...
JSTOR Daily

Maximum likelihood estimation of a generalized threshold stochastic regression model

There is hardly any literature on modelling nonlinear dynamic relations involving nonnormal time series data. This is a serious lacuna because nonnormal data are far more abundant than normal ones, ...
ascopubs.org

Machine-Learning and Stochastic Tumor Growth Models for Predicting Outcomes in Patients With Advanced Non–Small-Cell Lung Cancer

Impact of Health-Related Quality of Life and Prediagnosis Risk of Major Depressive Disorder on Treatment Choice for Stage I Lung Cancer We aggregated patient-level data from 17 randomized clinical ...
JSTOR Daily

Approximating the First-Come, First-Served Stochastic Matching Model with Ohm’s Law

The first-come, first-served (FCFS) stochastic matching model, where each server in an infinite sequence is matched to the first eligible customer from a second infinite sequence, developed from ...