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Using Artificial Intelligence Teaching Assistants to Guide Students in Solar Energy Engineering Design

Engineering projects, such as designing a solar farm that converts solar radiation shined on the Earth into electricity, engage students in addressing real-world challenges by learning and applying geoscience knowledge. To improve their designs, students benefit from frequent and informative feedback as they iterate. However, teacher attention may be limited or inadequate, both during COVID-19 and beyond. We present Aladdin, a web-based computer-aided design (CAD) platform for engineering design with a built-in artificial intelligence teaching assistant (AITA).

Author/Presenter

Shannon Sung

Xiaotong Ding

Rundong Jiang

Elena Sereiviene

Dylan Bulseco

Charles Xie

Year
2024
Short Description

Engineering projects, such as designing a solar farm that converts solar radiation shined on the Earth into electricity, engage students in addressing real-world challenges by learning and applying geoscience knowledge. To improve their designs, students benefit from frequent and informative feedback as they iterate. However, teacher attention may be limited or inadequate, both during COVID-19 and beyond. We present Aladdin, a web-based computer-aided design (CAD) platform for engineering design with a built-in artificial intelligence teaching assistant (AITA). We also present two curriculum units (Solar Energy Science and Solar Farm Design), where students explore the Sun-Earth relationship and optimize the energy output and yearly profit of a solar farm with the help of the AITA.

Understanding Variation in Integrated STEM Practice as Measured by the STEM Observation Protocol (STEM-OP)

To better understand integrated STEM education, this work explored scores on the STEM Observation Protocol (STEM-OP), a newly developed observation protocol for use in K-12 science and engineering classrooms. The goals of this work were to better understand how integrated STEM might look throughout an integrated STEM unit and identify limitations of the instrument when examining daily scores and full unit implementation scores. The work takes a mixed methods approach to first examine what scores may be typically seen with daily and unit implementations.

Author/Presenter

Emily A. Dare

Elizabeth A. Ring-Whalen

Year
2024
Short Description

To better understand integrated STEM education, this work explored scores on the STEM Observation Protocol (STEM-OP), a newly developed observation protocol for use in K-12 science and engineering classrooms. The goals of this work were to better understand how integrated STEM might look throughout an integrated STEM unit and identify limitations of the instrument when examining daily scores and full unit implementation scores.

Understanding Variation in Integrated STEM Practice as Measured by the STEM Observation Protocol (STEM-OP)

To better understand integrated STEM education, this work explored scores on the STEM Observation Protocol (STEM-OP), a newly developed observation protocol for use in K-12 science and engineering classrooms. The goals of this work were to better understand how integrated STEM might look throughout an integrated STEM unit and identify limitations of the instrument when examining daily scores and full unit implementation scores. The work takes a mixed methods approach to first examine what scores may be typically seen with daily and unit implementations.

Author/Presenter

Emily A. Dare

Elizabeth A. Ring-Whalen

Year
2024
Short Description

To better understand integrated STEM education, this work explored scores on the STEM Observation Protocol (STEM-OP), a newly developed observation protocol for use in K-12 science and engineering classrooms. The goals of this work were to better understand how integrated STEM might look throughout an integrated STEM unit and identify limitations of the instrument when examining daily scores and full unit implementation scores.

Transforming Learning Opportunities in Linguistically Diverse Secondary Classrooms Through Promoting Discussions: Results of an Intervention

This article presents results from a design experiment intended to develop students’ understanding of linear functions and rates of change in a linguistically diverse ninth grade classroom. The intervention focused on fostering classroom discussions. Students’ pre-post assessment gains were higher in the redesigned classrooms than in the pre-intervention classrooms. Additionally, multilingual students who were classified as English Learners (ELs) made larger gains than their non-EL peers, and the majority of student learning gains occurred on conceptually-focused items.

Author/Presenter

William Zahner

Ernesto Daniel Calleros

Lynda Wynn

Kevin Pelaez

Lead Organization(s)
Year
2024
Short Description

This article presents results from a design experiment intended to develop students’ understanding of linear functions and rates of change in a linguistically diverse ninth grade classroom. The intervention focused on fostering classroom discussions.

Science Teachers Learning from Lesson Analysis (STeLLA) High School Biology Units

This collection of curriculum units focus on the biology topics of natural selection, matter and energy, and genetics. Each unit contains a series of lessons, videos, and materials for students and teachers.

Author/Presenter

Chris Wilson

Lead Organization(s)
Year
2022
Short Description

This collection of curriculum units focus on the biology topics of natural selection, matter and energy, and genetics. Each unit contains a series of lessons, videos, and materials for students and teachers.

Three-Dimensional Rural Science Lesson Plans

These high-quality, NGSS-aligned science lesson plans are built on phenomena meaningful to rural students. They include plans for middle school science, as well as high school biology, Earth science, chemistry, and physics.

Author/Presenter

Rebecca Sansom

Heather Leary

Max Longhurst

Joshua Stowers

Lead Organization(s)
Year
2023
Short Description

These high-quality, NGSS-aligned science lesson plans are built on phenomena meaningful to rural students. They include plans for middle school science, as well as high school biology, Earth science, chemistry, and physics.

VISIONS Project K–12 Resources

These resources are designed to help put high-quality, equitable math instruction into practice. The VISIONS Project fosters collaboration among state, district, and school-based leaders; mathematics teachers; mathematicians; and researchers who co-design essential tools for all grade levels.

Author/Presenter

Katherine Mawhinney

Allison McCulloch

Catherine Schwartz

Peter Wilson

Year
2023
Short Description

These resources are designed to help put high-quality, equitable math instruction into practice. The VISIONS Project fosters collaboration among state, district, and school-based leaders; mathematics teachers; mathematicians; and researchers who co-design essential tools for all grade levels.

VISIONS Project K–12 Resources

These resources are designed to help put high-quality, equitable math instruction into practice. The VISIONS Project fosters collaboration among state, district, and school-based leaders; mathematics teachers; mathematicians; and researchers who co-design essential tools for all grade levels.

Author/Presenter

Katherine Mawhinney

Allison McCulloch

Catherine Schwartz

Peter Wilson

Year
2023
Short Description

These resources are designed to help put high-quality, equitable math instruction into practice. The VISIONS Project fosters collaboration among state, district, and school-based leaders; mathematics teachers; mathematicians; and researchers who co-design essential tools for all grade levels.

VISIONS Project K–12 Resources

These resources are designed to help put high-quality, equitable math instruction into practice. The VISIONS Project fosters collaboration among state, district, and school-based leaders; mathematics teachers; mathematicians; and researchers who co-design essential tools for all grade levels.

Author/Presenter

Katherine Mawhinney

Allison McCulloch

Catherine Schwartz

Peter Wilson

Year
2023
Short Description

These resources are designed to help put high-quality, equitable math instruction into practice. The VISIONS Project fosters collaboration among state, district, and school-based leaders; mathematics teachers; mathematicians; and researchers who co-design essential tools for all grade levels.

VISIONS Project K–12 Resources

These resources are designed to help put high-quality, equitable math instruction into practice. The VISIONS Project fosters collaboration among state, district, and school-based leaders; mathematics teachers; mathematicians; and researchers who co-design essential tools for all grade levels.

Author/Presenter

Katherine Mawhinney

Allison McCulloch

Catherine Schwartz

Peter Wilson

Year
2023
Short Description

These resources are designed to help put high-quality, equitable math instruction into practice. The VISIONS Project fosters collaboration among state, district, and school-based leaders; mathematics teachers; mathematicians; and researchers who co-design essential tools for all grade levels.