GitHub

FaultSeg3D: using synthetic datasets to train an end-to-end convolutional neural network for 3D seismic fault segmentation

If you would just like to try out a pretrained example model, then you can download the pretrained model and use the 'prediction.ipynb' script to run a demo. On 05/07/2020, new models are uploaded for ...
IEEE

Predicting Agriculture Yields Based on Machine Learning Using Regression and Deep Learning

Abstract: Agriculture contributes a significant amount to the economy of India due to the dependence on human beings for their survival. The main obstacle to food security is population expansion ...
IEEE

Data-Driven Control of Soft Robots Using Koopman Operator Theory

Abstract: Controlling soft robots with precision is a challenge due to the difficulty of constructing models that are amenable to model-based control design techniques. Koopman operator theory offers ...
National Bureau of Economic Research

On the Rise of FinTechs – Credit Scoring using Digital Footprints

We analyze the information content of the digital footprint – information that people leave online simply by accessing or registering on a website – for predicting consumer default. Using more than ...