Publications 

In Progress Bhadana, J., Kouritzin, M. , Park, S., Zhang, I.  Advancing Generative Models: A Markov Approach to Generative Adversarial Networks (GAN) with Coin Flip Examples https://arxiv.org/pdf/2411.07993

2019 Periodicity in Structure, Bonding, and Reactivity for p-Block Complexes of a Geometry Constraining Triamide Ligand 

Talks

Sept 2024 "CNN-Based Feature Extraction and Diffusion Models for Microscopy Image and Video Generation" - Poster Presentation, MMI HQP Summit and Working Group Meetings

Nov/Dec 2022 Exploring Probability (Part 1 & 2)  - Joint presentation with myself and Tom Potter (Dalhousie University)

Abstract: 

Part 1 - Probability underlies many aspects of our day-to-day life. In this talk, we explore what probability is and how it appears in daily occurrences. We define probability, sample space, and mutually exclusive events, and show how to determine the probability of a basic outcome. We briefly discuss the axioms of probability. Then we'll play Probability Dice-Bingo and discuss the likelihood of a given Dice-Bingo card winning. Lastly, we explore normal distributions and probability in the game Plinko from the popular gameshow The Price is Right. 

Part 2 - In this presentation, we continue to explore probability through several fun activities. We will finish our exploration of the binomial distribution in Plinko from last time. We will explore a Monte Carlo method for approximating pi, known as the Buffon needle problem. We will also do a die-rolling activity to demonstrate the nature of randomness. Lastly, if time permits, we will explore some veridical paradoxes (results that seem absurd or untrue yet can be shown to be true) that involve probability.