Hi, I’m Andy! My two main strengths are to derive insight from data and to connect across domains. These strengths enable me to find innovative and efficient computing solutions which are tailored to domains, such as transportation, buildings, energy resilience, and grid integration.
Ph.D. Computer Science
RPTU University of Kaiserslautern-Landau in Rhineland-Palatinate
M.Sc. Computer Science
RPTU University of Kaiserslautern-Landau in Rhineland-Palatinate
B.Sc. Computer Science
RPTU University of Kaiserslautern-Landau in Rhineland-Palatinate
I specialize in geospatial data workflows and data fusion, which I have done anywhere from supercomputers and cloud computing to web-based decision support platforms, real-time sensing, and microcontrollers. I support a diverse portfolio of projects with data analysis, real-time system monitoring, fault detection, behavioral modeling, and systems integration.
I’m passionate about domain-driven problem-solving and have applied my skills to projects in a wide range of topics from traffic operations, traffic safety problems, and building energy simulation to ocean models, population dynamics, energy resilience, balance of plant planning, and the energy-water nexus.
An overview of the MoVis analysis tool. (a) shows the map with circles that indicate high mobility in specific locations. Users can zoom into the map to see building polygons and …
Setup for dynamometer testing (left) and view from inside the vehicle showing simulated traffic linked to the driver, and a mobile app showing speed recommendations (right).
Cyber-physical control experiments conducted through the CTwin’s cyberinfrastructure: Connecting traffic light controller at intersections with signal timing optimization …
High-level workflow for large-scale building simulation with AutoBEM: The bottom part of the workflow represents the overall workflow while the top portion provides more detail …
An overview of the methodology presented in this paper, guided by the data workflow. The left-hand side of the figure, (a)-(d), illustrates the traffic data workflow: the data is …
An educational talk about using visualization for storytelling.
Visualization tutorial, specially adapted to the building simulation audience.
Panel discussion about good visualization design, with [Project StaSIO](https://projectstasio.ibpsa.us/) members.
Workshop on using storytelling to improve the engagement of science communication. Co-organized with Lisa Ng.
An educational talk about good visualization techniques.
