197 citations · 886 across the 33 of their papers we have counts for
39 papers
Daring few, patient many: division of labor in decentralized foraging collectives
Hyunjoong Kim, Zachary Kilpatrick, Kresimir Josic
How do social animals make effective decisions in the absence of a leader? While coordination can improve accuracy, it also introduces delays as information propagates through the…
Neural Network-Based Parameter Estimation for Non-Autonomous Differential Equations with Discontinuous Signals
Hyeontae Jo, Krešimir Josić, Jae Kyoung Kim
Non-autonomous differential equations are crucial for modeling systems influenced by external signals, yet fitting these models to data becomes particularly challenging when the si…
Information-Seeking Decision Strategies Mitigate Risk in Dynamic, Uncertain Environments
Nicholas W. Barendregt, Joshua I. Gold, Krešimir Josić +1
To survive in dynamic and uncertain environments, individuals must develop effective decision strategies that balance information gathering and decision commitment. Models of such…
From Opinion Polarization to Climate Action: A Social-Climate Model of the Opinion Spectrum
Athira Satheesh Kumar, Krešimir Josić, Chris T Bauch +1
We developed a coupled social-climate network model to understand the interaction between climate change opinion spread and the climate system and determine the role of this intera…
Fast decisions reflect biases, slow decisions do not
Samantha Linn, Sean D. Lawley, Bhargav R. Karamched +2
Decisions are often made by heterogeneous groups of individuals, each with distinct initial biases and access to information of different quality. We show that in large groups of i…
Stochastic Neural Networks for Automatic Cell Tracking in Microscopy Image Sequences of Bacterial Colonies
Sorena Sarmadi, James J. Winkle, Razan N. Alnahhas +4
Our work targets automated analysis to quantify the growth dynamics of a population of bacilliform bacteria. We propose an innovative approach to frame-sequence tracking of deforma…