Disease Disruptive Mapping of Genetic Interactions for Dynamical Modeling in Systems Biology Abstract: To obtain reliable dynamical models of intracellular gene regulation directly from expression data, one, to get the structure of the model, needs to first infer...
A Study of Cognitive Development in Infants Based on Sensor Data From Smart Toys Aim: We intend to conduct a longitudinal study in which we will recruit 4-5 children and use multiple smart toys and a chatbot systems to record sensorimotor skill data daily from 3...
Simulation Based Evaluation of Design of Agricultural Robots Moving in Farmland Aim: The purpose of this project is to investigate whether or not it is possible to evaluate designs of agricultural robots in computer simulations of the farmland environment using...
Network Inference Flow (NIflow)-a Python Toolbox for Network Inference Built on Top of TensorFlow Aim: We aim to create a toolbox for network inference with controlled network and data properties in Python, similar to the MATLAB toolbox GeneSPIDER. Social/scientific...
Robust Convex Hull Classifier Algorithm (RoCoCA) Aim: We aim to create a MATLAB implementation of the convex hull based feature selection algorithm, which is simple to use and easy to visualize data with. Users of the package will be able to train, test, and visualize...
Identifiability Analysis of the GAL1 Genetic Circuit as a Step Toward Enabling the Use of Model Based Control Engineering Design Tools in Synthetic Biology Aim: We aim towards creation of a pipeline for automated closed-loop identification of dynamic models of...
