CZII CryoET Object Identification
The CZII CryoET Object Identification Challenge, hosted on Kaggle from November 2024 to February 2025, was a machine learning competition focused on automating the detection of protein complexes in cryo-electron tomography (cryoET) data. This competition addressed a critical bottleneck in structural biology research by developing algorithms to accurately identify and annotate multiple types of protein complexes in 3D tomographic volumes. More on the Kaggle page
Nov 6, 2024
Competitive Dynamics in Eco-evolutionary Genetically-regulated Swarms
This paper introduces a model of evolving genetically-regulated swarms within an eco-evolutionary system, highlighting the benefits of competitive selection pressure for collision avoidance, which leads to improved navigation abilities and overall agent behavior.
Sep 4, 2017
Eco-evolutionary dynamics of complex social strategies in microbial communities
This mini-review discusses the eco-evolutionary dynamics of complex social strategies in microbial communities, focusing on cooperation, competition, and cheating behaviors.
Feb 25, 2014
Eco-evolutionary dynamics of complex social strategies in microbial communities
This mini-review discusses the eco-evolutionary dynamics of complex social strategies in microbial communities, focusing on cooperation, competition, and cheating behaviors.
Feb 25, 2014