Computer Science

How do we thrive in the AI industrial revolution?

Our world is changing and skilled workers are being replaced by intelligent systems. Where do the strengths of humans lie?… Read More

2019-07-26

Kaggle Days Two – Googling in San Francisco

https://www.youtube.com/watch?v=4up7PrysExQ Have you met our Lord and Saviour AutoML? Day two of the Kaggle Days was, what it had to… Read More

2019-06-18

Kaggle Days One – Googling in San Francisco [2/3]

Does anyone else know that feeling? You listen to too many people doing awesome things, you eventually get a small… Read More

2019-05-24

Research Talk — Deep Learning for 4D Pressure Saturation Inversion [Youtube]

I presented in Amsterdam during the Practical Reservoir Monitoring Workshop in Amsterdam. This is the accompanying video. Abstract In this… Read More

2019-04-18

Keynote Bonanza and No Coffee – The EAGE / PESGB ML Workshop

Last month EAGE and PESGB organized the first machine learning workshop in geoscience in Europe. Clearly, I had every intention… Read More

2018-12-17

Cheaper Deep Learning by Transfer Learning Cats to Seismic [SEG Conference 2018]

This years SEG I got the opportunity to present some of my work on transfer learning. In automatic seismic interpretation,… Read More

2018-11-06

I placed 1300th on Kaggle and it’s amazing!

I placed 1360 in a deep learning competition and here's why that is a win in my book. I spend… Read More

2018-08-29

Making Full-Waveform Inversion Uncool again

You know what's hype? Full-waveform inversion. If you're in geophysics specifically involved in some sort of inversion, you want to… Read More

2018-01-29

Dipping your Toes – Machine Learning for Geoscientists

My fellow students know this and I hope recruiters will never read this: I was never good at math in… Read More

2017-08-03

Getting started with the SEG Machine Learning contest

The Society for Exploration Geophysicists (SEG) started a contest to predict facies from wireline logs via machine learning. Get your… Read More

2016-12-23