Online Presence

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Presentations

2021

• Automatic Characterization of Single-Walled Carbon Nanotube Film Morphologies Using Computer Vision - Materials Research Society (MRS) Spring Symposium

2020

• Machine Learning in the cloud (slides) - Canadian Undergraduate Software Engineering Conference (youtube)
• An introduction to time series forecasting - Guest Lecture, University of Ottawa

Patents

2022

• Systems And Methods For Parameter Optimization (Patent no. US11514328) - US Patent Office

2020

• Analysis and correction of supply chain design through machine learning (Patent no. US10846651) - US Patent Office

Research Papers

2022

• Correlating Morphology, Molecular Orientation, and Transistor Performance of Bis (pentafluorophenoxy) silicon Phthalocyanine Using Scanning Transmission X-ray Microscopy - Chemistry of Materials

2021

• Excess Polymer in Single-Walled Carbon Nanotube Thin-Film Transistors: Its Removal Prior to Fabrication Is Unnecessary - ACS Nano

2019

• A Shallow Learning-Reduced Data Approach for Image Classification - Canadian Conference on Artificial Intelligence

2018

• Time series classification with shallow learning shepard interpolation neural networks - International Conference on Image and Signal Processing
• Deep Convolutional-Shepard Interpolation Neural Networks for Image Classification Tasks - International Conference Image Analysis and Recognition
• Shepard Interpolation Neural Networks with K-Means: A Shallow Learning Method for Time Series Classification - International Joint Conference on Neural Networks

2016

• SINN : Shepard Interpolation Neural Networks - International Symposium on Visual Computing