A Fast DNN Accelerator Design Space Exploration Framework.

A list of benchmark suites used in the research related to compilers, program performance, scientific computations etc.

Marmot is a data formatting and visualization tool for production cost and capacity expansion modelling results. It provides an efficient way to combine and view disaggregated results, while also creating publication ready figures and data tables.

Objective is to visualize RECS 2009 (n-dimensional data) and use feature reduction techniques to understand the impact of type of housing unit on the energy consumption pattern

Analysis of wind turbine data for a given location

Holds software, notes, documentation, and publications related to the ARFC I2CNER project on dynamic energy systems analysis.

Hookean mechanics simulator with a "ticking mesh" mechanic to capture the behavior of linear elastic members between nodes and anchors. Extends analytical solution for more complicated systems.

Worked in a four-member team on a project to forecast energy consumption in Valencia using Python. Performed exploratory data analysis to enhance data quality and conducted advanced predictive modelling with XGBoost and Random Forest. Presented findings through sophisticated data visualizations to academic stakeholders.