Recent & Upcoming Talks

Presented a 1 hour tutorial on graph neural networks and their applications (including a worked-out example for Blockchain analytics)

Gave an extended version of my PhD presentation at the RSUQ group

PhD Defence passed!

Delivered a presentation on my Graph Net and Bayesian Deep Learning work on crack detection and farm-level turbine interactions.

Conference presentations on 2 works based on GNNs

Released my tensorflow/keras Graph Networks library.

established and co-organized a community of pratice for data science in engineering.

Presented a poster on adversarial regularization for dealing with small experimental sample sizes.

Conference presentation on using Autoencoders for interpreting load-displacement curves.

Guided and provided starter code for junior PhD students into using pre-trained GANs for frame interpolation for weather data interpolation.

summerschool with poster session

Conference presentation - VAEs for windfarms

Invited talk to RSUQ seminar

Using simulations, I implemented an original sequential MC approach together with some prior strain pattern extraction with PCA to the problem of crack detection.

Presented my first conference paper!

Work on using orthogonal polynomials and PCA to create surrogate models for mechanical properties of composites.