Machine learning strategies for path-planning microswimmers in turbulent flows

no code implementations • 3 Oct 2019 • Jaya Kumar Alageshan, Akhilesh Kumar Verma, Jérémie Bec, Rahul Pandit

We develop an adversarial-reinforcement learning scheme for microswimmers in statistically homogeneous and isotropic turbulent fluid flows, in both two (2D) and three dimensions (3D).

BIG-bench Machine Learning Position +1

A Novel Framework based on SVDD to Classify Water Saturation from Seismic Attributes

no code implementations • 2 Dec 2016 • Soumi Chaki, Akhilesh Kumar Verma, Aurobinda Routray, William K. Mohanty, Mamata Jenamani

Thus, satisfactory classification of water saturation from seismic attributes is beneficial for reservoir characterization.

Classification General Classification

A One class Classifier based Framework using SVDD : Application to an Imbalanced Geological Dataset

no code implementations • 2 Dec 2016 • Soumi Chaki, Akhilesh Kumar Verma, Aurobinda Routray, William K. Mohanty, Mamata Jenamani

Evaluation of hydrocarbon reservoir requires classification of petrophysical properties from available dataset.

Classification General Classification +2