This week in the Friday Faves we have a cheeky Tweet, a new GAN that might find some amazing applications in geophysics and the Nobel Prize for chemistry. 99% Let’s start out with some wisdom of the creator of Keras: VSCode Universe now with Jupyter My editor of choice is VSCode with the Python extension. […]
Category Archives: Science
TF2, Physics in GCNs and Aftershocks – Friday Faves
In this week’s Friday Faves, we have Tensorflow 2 dropping and a beautiful bonus, next level physics-based ML, and a problem with a Harvard deep learning paper. Tensorflow 2 for Researchers Tensorflow 2.0 dropped this week and it has Eager Execution (read “normal behaviour”) per default and the Keras API per default. If you’re familiar […]
GIS, Fossils and Loads of Data – Friday Faves
This week, we have loads of geoscience-y favourites. Between great Jupyter widgets, augmented reality and a huge new dataset to play with, in the Friday Faves. Geoscience and Python Martin Renou gave a fantastic talk about Jupyter Voila at EuroScipy. He tweeted out their newest developments in iPyLeaflet, which brings GIS capabilities to Jupyter. Once […]
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? Working in ML and taking the stage, whenever anyone lets me, I am no stranger to the question: What is AI good at? What are humans good at? So I was invited to give a […]
Kaggle Days Two – Googling in San Francisco
Have you met our Lord and Saviour AutoML? Day two of the Kaggle Days was, what it had to be, a competition. Very interesting to be in a room with Grandmasters, Pros and then there’s me. But the real struggle was for everyone to compete with the AutoML solutions by Google and H2O.ai. One of […]
Meet me at the EAGE Annual 2019
It’s the time of the year. The large applied geoscientists conference is coming up, the EAGE Annual Meeting. This year the EAGE is coming to London. I’ll be there as well and I’ll have a couple of speaking engagements, I’d like to invite you along to. Hackathon and Sprint I love the newly created ritual […]
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 existential crisis. Well. I do. In Day one we explored Google Next ’19 and my highlights. While Google Next was still on, I was up to other shenanigans. My real reason to come to San […]
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 work, we present a deep neural network inversion on map-based 4D seismic data for pressure and saturation. We present a novel neural network architecture that trains on synthetic data and provides insights into observed field […]
Geysers in Slow Motion
Geysirs are a force of nature. Even as a kid I knew about Old Faithful and mind you it’s across the Atlantic for me. A natural system that produces a clock like massive effect just seems magical. Luckily, the YouTube channel “Slow Mo Guys” went to Iceland and filmed a Geysir. The name may give […]
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 of going. And obviously, I met many of my favourite co-conspirators there, when I did. The workshop was divided between a day of keynotes and a day of technical talks. The keynotes accompanied the PETEX […]