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This paper describes the development of a new university physics course designed to integrate physics, education, research, and community partnerships. The coordinated system of activities links the new course to local community efforts in…

物理教育 · 物理学 2007-05-23 N. D. Finkelstein

Physics education researchers (PER) often analyze student data with single-level regression models (e.g., linear and logistic regression). However, education datasets can have hierarchical structures, such as students nested within courses,…

物理教育 · 物理学 2019-07-05 Ben Van Dusen , Jayson Nissen

We have collected and analyzed the relevant data from public schools in greater Houston area of Texas. Based and analyzed. Since the data is only limited to a few school, we are still working on getting more data so that we can compare and…

物理教育 · 物理学 2017-04-26 Samina S Masood

We propose to solve inverse problems involving the temporal evolution of physics systems by leveraging recent advances from diffusion models. Our method moves the system's current state backward in time step by step by combining an…

机器学习 · 计算机科学 2023-12-06 Benjamin J. Holzschuh , Simona Vegetti , Nils Thuerey

A priority of physics instruction is to help students make the connection between the formulae they think they are required to memorize and the real world in which they interact every day. If you ask students to describe a situation in real…

物理教育 · 物理学 2010-10-15 Matthias R. Risch

An appropriate diagram is a required element of a solution building process in physics problem solving and it can transform a given problem into a representation that is easier to exploit for solving the problem. A major focus while helping…

物理教育 · 物理学 2020-07-02 Alexandru Maries , Chandralekha Singh

The physics learning is very important to techniques teaching and the engineers upbringing. However, there is evidence that science classes from elementary school through to university are generally failing to provide most students with an…

物理教育 · 物理学 2016-06-02 Jose Enrique Martinez-Perez

Science education at all levels is currently undergoing dramatic changes to its curricula and developing assessments for these new curricula is paramount. We have used the basis of many of these new changes (scientific practices,…

物理教育 · 物理学 2015-10-27 James T. Laverty , Melanie M. Cooper , Marcos D. Caballero

While it is well known which curricular practices can improve student performance on measures of conceptual understanding, the sustaining of these practices and the role of faculty members in implementing these practices are less well…

物理教育 · 物理学 2009-11-13 Steven J. Pollock , Noah D. Finkelstein

A common learning goal for modern physics instructors is for students to recognize a difference between the experimental uncertainty of classical physics and the fundamental uncertainty of quantum mechanics. Our prior work has shown that…

物理教育 · 物理学 2015-05-30 Charles Baily , Noah D. Finkelstein

This paper re-centres the discussion of student learning in physics to focus on context. In order to do so, a theoretically-motivated understanding of context is developed. Given a well-defined notion of context, data from a novel…

物理教育 · 物理学 2009-11-11 N. D. Finkelstein

Researchers in physics education have advocated both for including modeling in science classrooms as well as promoting student engagement with sensemaking. These two processes facilitate the generation of new knowledge by connecting to…

物理教育 · 物理学 2023-01-31 Amogh Sirnoorkar , James T. Laverty , Paul D. O. Bergeron

We revisit the original approach of using deep learning and neural networks to solve differential equations by incorporating the knowledge of the equation. This is done by adding a dedicated term to the loss function during the optimization…

机器学习 · 计算机科学 2023-04-05 Hubert Baty , Leo Baty

Machine teaching studies the interaction between a teacher and a student/learner where the teacher selects training examples for the learner to learn a specific task. The typical assumption is that the teacher has perfect knowledge of the…

机器学习 · 计算机科学 2020-03-24 Rati Devidze , Farnam Mansouri , Luis Haug , Yuxin Chen , Adish Singla

We discuss a case study of the influence of epistemology on learning for a student in an introductory college physics course. An analysis of videotaped class work, written work, and interviews indicates that many of the student's…

物理教育 · 物理学 2009-11-10 Laura Lising , Andrew Elby

We discuss a study in a first year college introductory physics course for physical science and engineering majors that shows that women, on average, feel less recognized by their physics instructors than men as students who can excel in…

物理教育 · 物理学 2020-10-28 Yangqiuting Li , Kyle Whitcomb , Chandralekha Singh

Classroom response systems (CRSs) can be potent tools for teaching physics. Their efficacy, however, depends strongly on the quality of the questions used. Creating effective questions is difficult, and differs from creating exam and…

物理教育 · 物理学 2009-11-11 Ian D. Beatty , William J. Gerace , Robert J. Dufresne

We introduce PHYSICS, a comprehensive benchmark for university-level physics problem solving. It contains 1297 expert-annotated problems covering six core areas: classical mechanics, quantum mechanics, thermodynamics and statistical…

人工智能 · 计算机科学 2026-05-22 Kaiyue Feng , Yilun Zhao , Yixin Liu , Tianyu Yang , Chen Zhao , John Sous , Arman Cohan

Differentiable physics provides a new approach for modeling and understanding the physical systems by pairing the new technology of differentiable programming with classical numerical methods for physical simulation. We survey the rapidly…

机器学习 · 计算机科学 2021-09-17 Bharath Ramsundar , Dilip Krishnamurthy , Venkatasubramanian Viswanathan

Most, if not all, physics undergraduate degree programs include instructional lab experiences. Physics lab instructors, both faculty and staff, are instrumental to student learning in instructional physics labs. However, the faculty-staff…

物理教育 · 物理学 2023-05-03 LM Dana , Benjamin Pollard , Sara Mueller