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learning models
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Book Chapter
Series: AIPP Books, Methods
Published: January 2023
10.1063/9780735425279_006
EISBN: 978-0-7354-2527-9
ISBN: 978-0-7354-2524-8
...Liang, W., Zeng, J., York, D. M., Zhang, L., and Wang, H., “Learning DeePMD-kit: A guide to building deep potential models,” in A Practical Guide to Recent Advances in Multiscale Modeling and Simulation of Biomolecules, edited by Y. Wang and R. Zhou (AIP Publishing, Melville, New York...
Book Chapter
Series: AIPP Books, Methods
Published: March 2023
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
.... Eng. 134 , 106696 ( 2020 ). 10.1016/j.compchemeng.2019.106696 Bikmukhametov , T. and Jäschke , J. , “ Combining machine learning and process engineering physics towards enhanced accuracy and explainability of data-driven models ,” Comput. Chem. Eng. 138 , 106834 ( 2020...
Images
in Visualization and Mathematization: How Digital Tools Provide Access to Formal Physics Ideas
> The International Handbook of Physics Education Research: Special Topics
Published: March 2023
FIG. 21.5 GeoGebra screenshot showing a model of an inclined plane. Reproduced from Marcuic et al. (2016). “Learning physics by building computer models—movements on inclined planes,” in Proceedings of the 11th International Scientific Conference on ELearning and Software for Education (Carol I National Defence University Publishing House, 2016), with the permission of the ADL ROMANIA. Copyright 2016 ADL ROMANIA. More about this image found in GeoGebra screenshot showing a model of an inclined plane. Reproduced fro...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_008
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
... Introduction Holistic Learning Environments Investigative Science Learning Environment Modeling Instruction Paradigms Matter and Interactions Physics and Everyday Thinking Problem/Project-Based Learning Elements Intentionality Teacher orientation and expectations of behavior Discourse expectations...
Book Chapter
Series: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_frontmatter
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
...-efficient techniques like HVAC/building control. This up-to-date book: Includes the most recent developments in systems techniques including multi-scale modeling, model predictive control, and machine learning, as applied to a wide variety of energy systems Focuses on how systematic strategies can...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_frontmatter
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
... of important topics. The International Handbook of Physics Education Research: Teaching Physics includes: Various teaching perspectives including active learning, the modeling method, and teaching environments. Distance/online education, formative and summative assessment, and assessment...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_introduction
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
... of important topics. The International Handbook of Physics Education Research: Teaching Physics includes: Various teaching perspectives including active learning, the modeling method, and teaching environments. Distance/online education, formative and summative assessment, and assessment...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_index
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
... of important topics. The International Handbook of Physics Education Research: Teaching Physics includes: Various teaching perspectives including active learning, the modeling method, and teaching environments. Distance/online education, formative and summative assessment, and assessment...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_006
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
... ( Tracker Video Analysis and Modelling Tool ) Calculation of position t Arduino UNO ( Arduino UNO ), ultrasonic sensor [ Ultrasonic Sensor (HC-SR04) ], LED MS Εxcel Rinaldi and Fauzi, 2019 Table 6.5(b) Learning outcomes and equipment in sound. Topic area Learning outcome...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_012
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
... elements; having volunteer physicists with a wide range of identities; giving agency to your participants and creating an enthusiastic and empathic environment. Historically, public engagement and informal learning models implemented by physics departments have tended to be designed as “outreach.” One...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425477_022
EISBN: 978-0-7354-2547-7
ISBN: 978-0-7354-2544-6
..., see Nordine et al., 2018 ). In this approach, students learn to model energy transfers between the systems that are involved in phenomena. Initially, students investigate energy transfers that occur via forces (e.g., collisions between objects) and via heat (e.g., hot and cold objects...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425477_014
EISBN: 978-0-7354-2547-7
ISBN: 978-0-7354-2544-6
.... 14.3 Axis representing how research has conceptualized learning goals in physics with respect to affect from least radical (most traditional) to most radical. FIG. 14.4 Connecting the two axes: relationships between models and goals. References References Abu-Lughod , L. and Lutz , C...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_005
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
..., 2015 ). Zourmpakis , A. I. et al. , Int. J. Technol. Enhanced Learn. 14 ( 1 ), 1 – 16 ( 2022 ). 10.1504/IJTEL.2022.120556 Introduction History of Gamification History of gamification and physics education Adaptable motivation theories User models for adaptation Learning strategies...
Book Chapter
Series: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_009
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... ; Ellis and Alanqar, 2018 ; Ellis and Chinde, 2020 ; Jain et al., 2020 ; and Maddalena et al., 2020 ). Many studies have demonstrated the positive impacts of MPC on buildings. Recently, an MPC using a machine learning-based model was developed and applied to an office building...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_002
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
... the opportunity to observe and construct links between concrete representations of the function of a virtual experimental setup with the corresponding abstract model spaces. However, learning with multiple representations may raise various difficulties for students concerning their ability to comprehend different...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_011
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
.... Attitudes, learning experience, immersion, engagement, and presence are other frequently researched variables. Perceived cognitive load and modeling behavior are also investigated in only a few studies. Studies showed that virtual reality environments do not have an advantage over other digital environments...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_015
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
... education programs have been identified ( Meltzer, 2011 ): Practitioner inquiry (PI) has been promoted as a model that empowers teachers to make evidence informed professional judgments and changes in classroom practice that influence their student learning ( Cochran-Smith et al. 2009 ). PI...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425477_015
EISBN: 978-0-7354-2547-7
ISBN: 978-0-7354-2544-6
.... , Inquiry as Stance: Practitioner Research for the Next Generation ( Teachers College Press , New York , 2009 ). diSessa , A. A. , Math. Think. Learn. 20 ( 1 ), 3 – 31 ( 2018 ). 10.1080/10986065.2018.1403544 Duschl , R. et al. , Stud. Sci. Educ. 47 ( 2 ), 123 – 182 ( 2011...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425477_011
EISBN: 978-0-7354-2547-7
ISBN: 978-0-7354-2544-6
... . diSessa , A. A. , Cogn. Instr. 10 ( 2 and 3 ), 105 – 225 ( 1993 ). 10.1080/07370008.1985.9649008 diSessa , A. A. , The Handbook of Education and Human Development: New Models of Learning, Teaching, and Schooling , edited by D. R. Olson and N. Torrance ( Blackwell...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_003
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
... of a learning climate that provokes the activation and interest of students and gives positive educational results ( Becker et al., 2020 ; and Risma, 2021 ). The problem-based learning model (PBL) is a typical didactic approach to support learning using smartphones. Researchers ( Nuryantini et al...
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