Explainable Climate Science

1

Introduction

00:00 • 2min

2

Is Machine Learning Really Using Physical Processes?

01:45 • 2min

3

Is Machine Learning Required in Climate Science?

03:21 • 2min

4

Detecting Climate Signals Using Explainable a I With Single Forcing

05:38 • 2min

5

Is There Natural Variability in the Climate System?

08:06 • 2min

6

How Much Variability Is There in the Planet System?

09:54 • 2min

7

B B Edit 14 Review

12:11 • 4min

8

Is the Earth a Rectangular Spheroid?

16:30 • 2min

9

How Does the Neural Network Predict Climate Patterns?

18:45 • 3min

10

Climate Models and Aerisols - Are They Realistic?

21:48 • 2min

11

Machine Learning Methods for Climate Change

23:48 • 3min

12

Is It Critical That Someone With Strong Machine Learning Learns Climate Change?

26:25 • 2min

13

Is This a Continuation of a Line of Research?

28:23 • 2min

14

The Layerwise Regression Technique for Explainable Ai

30:24 • 2min

15

Data Sceptic Time Series - What's Next for Machine Learning in Climate Science?

32:44 • 2min