Heather A. Knutson

Ge/Ay 117. Bayesian Statistics and Data Analysis. 9 units (3-0-6); second term, 2026-27. Prerequisites: CS 1 or equivalent. In modern fields of planetary science and astronomy, vast quantities of data are often available to researchers. The challenge is converting this information into meaningful knowledge about the universe. The primary focus of this course is the development of a broad and general tool set that can be applied to the student's own research. We will use case studies from the astrophysical and planetary science literature as our guide as we learn about common pitfalls, explore strategies for data analysis, understand how to select the best model for the task at hand, and learn the importance of properly quantifying and reporting the level of confidence in one's conclusions.
Instructor: Knutson

Ge/ESE 150. Planetary Atmospheres. 9 units (3-0-6); third term, 2026-27. Prerequisites: Ch 1, Ma 2, Ph 2, or equivalents. A broad survey of the formation, evolution, and present-day properties of planetary atmospheres, drawing examples from both the solar system and extrasolar planet literature. We will cover topics including energy balance, radiative transfer, chemistry, cloud formation, dynamics, and escape. The goal of this class is to provide an overview of key concepts relevant to planetary atmospheres that can serve as a foundation for future coursework or research in this area.
Instructor: Knutson

Ge/ESE 150. Planetary Atmospheres. 9 units (3-0-6); third term, 2025-26. Prerequisites: Ch 1, Ma 2, Ph 2, or equivalents. A broad survey of the formation, evolution, and present-day properties of planetary atmospheres, drawing examples from both the solar system and extrasolar planet literature. We will cover topics including energy balance, radiative transfer, chemistry, cloud formation, dynamics, and escape. The goal of this class is to provide an overview of key concepts relevant to planetary atmospheres that can serve as a foundation for future coursework or research in this area.
Instructor: Knutson

Ge/Ay 117. Bayesian Statistics and Data Analysis. 9 units (3-0-6); second term, 2024-25. Prerequisites: CS 1 or equivalent. In modern fields of planetary science and astronomy, vast quantities of data are often available to researchers. The challenge is converting this information into meaningful knowledge about the universe. The primary focus of this course is the development of a broad and general tool set that can be applied to the student's own research. We will use case studies from the astrophysical and planetary science literature as our guide as we learn about common pitfalls, explore strategies for data analysis, understand how to select the best model for the task at hand, and learn the importance of properly quantifying and reporting the level of confidence in one's conclusions.
Instructor: Knutson

Ge/ESE 150. Planetary Atmospheres. 9 units (3-0-6); third term, 2024-25. Prerequisites: Ch 1, Ma 2, Ph 2, or equivalents. A broad survey of the formation, evolution, and present-day properties of planetary atmospheres, drawing examples from both the solar system and extrasolar planet literature. We will cover topics including energy balance, radiative transfer, chemistry, cloud formation, dynamics, and escape. The goal of this class is to provide an overview of key concepts relevant to planetary atmospheres that can serve as a foundation for future coursework or research in this area.
Instructor: Knutson

Ge/Ay 117. Bayesian Statistics and Data Analysis. 9 units (3-0-6); second term, 2023-24. Prerequisites: CS 1 or equivalent. In modern fields of planetary science and astronomy, vast quantities of data are often available to researchers. The challenge is converting this information into meaningful knowledge about the universe. The primary focus of this course is the development of a broad and general tool set that can be applied to the student's own research. We will use case studies from the astrophysical and planetary science literature as our guide as we learn about common pitfalls, explore strategies for data analysis, understand how to select the best model for the task at hand, and learn the importance of properly quantifying and reporting the level of confidence in one's conclusions.
Instructor: Knutson

Ge/ESE 150. Planetary Atmospheres. 9 units (3-0-6); third term, 2023-24. Prerequisites: Ch 1, Ma 2, Ph 2, or equivalents. A broad survey of the formation, evolution, and present-day properties of planetary atmospheres, drawing examples from both the solar system and extrasolar planet literature. We will cover topics including energy balance, radiative transfer, chemistry, cloud formation, dynamics, and escape. The goal of this class is to provide an overview of key concepts relevant to planetary atmospheres that can serve as a foundation for future coursework or research in this area.
Instructor: Knutson