Learning Bayesian Statistics

#64 Modeling the Climate & Gravity Waves, with Laura Mansfield

15 snips
Jul 20, 2022
Atmospheric physicist Laura Mansfield explores the hidden waves rippling through the sky and why they matter for weather and climate. She discusses how climate models handle processes too small to simulate directly, the challenge of measuring gravity waves, and using Bayesian methods and machine learning to capture uncertainty. Plus, a look at what makes climate simulations so demanding.
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1
Introduction
00:00 • 3min
2
The Ramansfield - Part 1
02:32 • 3min
3
Physics
05:30 • 2min
4
Machine Learning Methods for Climate
07:58 • 2min
5
Isn't That Called Scientific Thinking?
09:34 • 2min
6
Using Julia in a Climate Modeling Environment?
11:17 • 2min
7
Is There a Trend on the Use of Basian Stats in Your Field?
13:13 • 2min
8
Are You Using Machine Learning to Analyze Climate Change Patterns?
14:44 • 3min
9
Climate Models - How Do You Do That?
17:27 • 3min
10
Climate Models
20:00 • 2min
11
Is There Still a Positive Correlation?
22:07 • 2min
12
Climate Change
23:46 • 2min
13
The Problems of Climate Modelling
25:34 • 3min
14
What Did You Not Learn From Your Pte?
28:22 • 3min
15
I've Also Heard They're Called Buoyancy Waves
31:44 • 2min
16
What Is It in French?
33:15 • 2min
17
What Are the Effects of the Waves Breaking?
34:46 • 2min
18
Do Gravity Waves Break?
36:37 • 2min
19
What Does Gravitational Gravity Waves Mean in Atmospheric Model?
38:08 • 3min
20
Why Can't You Model Climate Models?
41:10 • 2min
21
Climate Modeling in Fortran?
42:50 • 2min
22
How to Measure the Uncertainty of the Gravity Wave Permatoriation
44:35 • 2min
23
Are You Able to Measure the Gravity Waves?
46:12 • 2min
24
How Do You Measure Concrete Grass?
48:14 • 2min
25
What's Your Main Obstacle Right Now?
50:43 • 2min
26
Basian Analysis of Climate Model Data and Observations
52:48 • 2min
27
Is Machine Learning the Best Way to Learn?
54:47 • 2min
28
Climate Models - Are They Complex?
56:29 • 2min
29
How Long Does It Take to Run a Climate Model Simulation?
58:06 • 2min
30
How to Run Climate Mothers Faster?
59:43 • 2min
31
The Evolution of Climate Change
01:01:21 • 2min
32
If You Could Have Dinner With Any Great Scientist, Who Would It Be?
01:03:47 • 2min
33
I'll Get Perfect While I Set That Dinner Up. Yea, That Would Be Great.
01:05:29 • 2min