Jasmin Joshi-Thompson

Jasmin Joshi-Thompson

Master's Student of the European Master of Science in Nuclear Fusion and Engineering Physics

Posts by Tags

Fusion Plasma

A Review: A Long Short-Term Memory Network for Plasma Diagnosis from Langmuir Probe Data

32 minute read

Published:

Introduction

Welcome to my latest blog post where we will be discussing the recent paper “A Long Short-Term Memory Network for Plasma Diagnosis from Langmuir Probe Data”. This paper, published in the Journal of Nuclear Materials and Energy, presents a new approach to diagnose plasma using a Long Short-Term Memory (LSTM) network. As a fusion physicists, I am always excited to see new techniques and ideas being applied to the field of plasma physics. In this post, I will provide an overview of the paper, explain what an LSTM network is and how it works, and give some thoughts on the potential impact of this research on the fusion field. So, let’s dive in! Read more

Langmuir Probes

A Review: A Long Short-Term Memory Network for Plasma Diagnosis from Langmuir Probe Data

32 minute read

Published:

Introduction

Welcome to my latest blog post where we will be discussing the recent paper “A Long Short-Term Memory Network for Plasma Diagnosis from Langmuir Probe Data”. This paper, published in the Journal of Nuclear Materials and Energy, presents a new approach to diagnose plasma using a Long Short-Term Memory (LSTM) network. As a fusion physicists, I am always excited to see new techniques and ideas being applied to the field of plasma physics. In this post, I will provide an overview of the paper, explain what an LSTM network is and how it works, and give some thoughts on the potential impact of this research on the fusion field. So, let’s dive in! Read more

Machine Learning

A Review: A Long Short-Term Memory Network for Plasma Diagnosis from Langmuir Probe Data

32 minute read

Published:

Introduction

Welcome to my latest blog post where we will be discussing the recent paper “A Long Short-Term Memory Network for Plasma Diagnosis from Langmuir Probe Data”. This paper, published in the Journal of Nuclear Materials and Energy, presents a new approach to diagnose plasma using a Long Short-Term Memory (LSTM) network. As a fusion physicists, I am always excited to see new techniques and ideas being applied to the field of plasma physics. In this post, I will provide an overview of the paper, explain what an LSTM network is and how it works, and give some thoughts on the potential impact of this research on the fusion field. So, let’s dive in! Read more