Kavli Institute for Theoretical Physics Courses

Asteroseismology - Advances in Stellar Interior Transport

Experts discuss advancements in asteroseismology, exploring stellar interior transport processes and their impact on our understanding of stellar physics, using observational data and theoretical models.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Mode Coupling among Gravito-Inertial Modes in SPB Stars - Jordan Van Beeck

Explores mode coupling in gravito-inertial modes of SPB stars, discussing recent observational data, theoretical calculations, and stellar models to improve understanding of transport processes in stellar interiors.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

MHD Effects on Thermohaline Mixing in Stars - Adrian Fraser

Explores MHD effects on thermohaline mixing in stellar interiors, discussing recent advances in observational data, 1D models, and 3D simulations to improve understanding of stellar physics.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

An Overview of Stellar Observations - Ylva Gotberg

Explore stellar observations and their impact on understanding transport processes in stellar interiors, including heat, chemical elements, and angular momentum, with insights from recent observational advances and modeling techniques.

• YouTube
• 1 hour
• Self-Paced
• Free Video

A New Mechanism for the Origin of WNL Stars - Arpita Roy

Explores a novel mechanism for the formation of WNL stars, discussing recent observational data and theoretical advancements in stellar physics and interior transport processes.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Estimating Oxygen in the Southern Ocean Using Argo Temperature and Salinity - Donata Giglio

Explore innovative techniques for estimating oxygen levels in the Southern Ocean using Argo float data. Learn how temperature and salinity measurements contribute to understanding ocean biogeochemistry and climate change impacts.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Using AI to Facilitate Environmental Justice - The Need for Ethical & Responsible AI

Explores the application of AI in environmental justice, emphasizing ethical considerations and responsible practices for weather and climate research. Discusses potential impacts and challenges in this emerging field.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Deep Learning and Energy Models for Fine Dead Wood Segmentation - Jacquelyn Shelton

Explore deep learning and energy models for fine dead wood segmentation in climate research, focusing on carbon cycle implications and advanced image analysis techniques.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Atmospheric Radiation - Using Machine Learning for the Unknowable and Uncomputable - Robert Pincus

Exploring machine learning applications in atmospheric radiation to tackle unknowable and uncomputable aspects, enhancing climate modeling and understanding of Earth's energy balance.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Skillful El Nino Prediction Beyond Predictability Barriers - Henk Dijkstra

Explores advanced techniques for predicting El Niño events beyond traditional limitations, discussing innovative approaches to enhance climate forecasting accuracy and extend prediction timeframes.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Relating Coastal Sea Level to Its Drivers in the Interior - Abigail Bodner

Explore the connection between coastal sea levels and interior drivers using advanced data analysis and machine learning techniques to enhance climate change understanding and prediction.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Deep Learning for Subseasonal Global Precipitation Prediction - Maria Molina

Explore deep learning techniques for predicting global precipitation patterns on a subseasonal timescale, advancing climate science through innovative machine learning approaches.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Objective Discovery of Dominant Dynamical Regimes - Bryan Kaiser - Climate-C21

Discover dominant dynamical regimes in climate systems using machine learning and big data. Explore objective methods to advance theoretical understanding and inform future climate predictions at regional scales.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Revealing the Impact of Global Heating on the Meridional Overturning Circulation

Explore the effects of global heating on ocean circulation using transparent machine learning techniques. Gain insights into climate system dynamics and future regional impacts.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Causal Inference for Earth System Sciences - Jakob Runge

Exploring causal inference techniques for Earth system sciences, focusing on advanced methods to uncover complex relationships in climate data and improve understanding of multi-scale processes.

• YouTube
• 45 minutes
• Self-Paced
• Free Video