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Ten simple rules to leverage large language models for getting grants

March 1, 2024

Ten simple rules to leverage large language models for getting grants

The authors highlight the importance of striking a balance of personal voice and the accessibility of AI/LLMs in writing grants. 

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Current Issue

Current Issue March 2024

03/29/2024

Research Article

Active reinforcement learning versus action bias and hysteresis: control with a mixture of experts and nonexperts

This study goes beyond the effects of reward outcomes on learning processes, to ask to what extent can modeling of behavior in a reinforcement-learning task be complicated by other sources of variance in sequential action choices? What of the effects of action bias and action hysteresis determined by the history of actions chosen previously? 

Image credit: Planet Volumes

Active reinforcement learning versus action bias and hysteresis: control with a mixture of experts and nonexperts

03/15/2024

Research Article

Evolutionary graph theory beyond pairwise interactions: Higher-order network motifs shape times to fixation in structured populations

Population structure can amplify the action of selection and accelerate rates of evolution, or reversely, suppress selection and slow evolution down. Here the authors use evolutionary graph theory to study how higher-order motifs in a population’s network of interaction and replacement can shape the velocity of evolution.

Evolutionary graph theory beyond pairwise interactions: Higher-order network motifs shape times to fixation in structured populations

Image credit: Kuo & Karja

02/29/2024

Research Article

TimeTeller: A tool to probe the circadian clock as a multigene dynamical system

The authors present the methodology behind TimeTeller, a machine learning tool that analyzes the clock as a noisy multigene dynamical system and aims to estimate circadian clock function from a single transcriptome by modeling the multi-dimensional state of the clock. 

TimeTeller: A tool to probe the circadian clock as a multigene dynamical system

Image credit: Kenny Eliason

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PLOS Computational Biology | ISSN: 1553-7358 (online)