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Zeynep Güler; Burcu Güngör Cabbar; Sami Özgür – Journal of Science Learning, 2024
This study aims to determine those topics and concepts that biology and science teacher candidates find most challenging to learn in biology lessons. A qualitative case study research method was used to this end. A total of 132 science and biology teacher candidates studying at a state university were asked to write down the ten subjects or…
Descriptors: Biology, Science Education, Science Teachers, Preservice Teachers
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Joseph S. Elias – Journal of Chemical Education, 2024
We report the design of a low-cost electrochemical workstation and open-source graphical user interface capable of performing a variety of electrochemical methods in an undergraduate teaching laboratory. The instrument--based on the popular Arduino microcontroller board--can be constructed from common components for $40 USD. The modular design of…
Descriptors: Undergraduate Students, College Science, Laboratory Equipment, Chemistry
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Taskeen Hasrod; Yannick B. Nuapia; Hlanganani Tutu – Journal of Chemical Education, 2024
In order to improve the accessibility and user friendliness of an accurately pretrained stacking ensemble machine learning regressor used to predict sulfate levels (mg/L) in Acid Mine Drainage (AMD), a Graphical User Interface (GUI) was developed using Python by combining human input with ChatGPT and deployed in the Jupyter Notebook environment.…
Descriptors: Artificial Intelligence, Natural Language Processing, Educational Technology, Computer Software
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Xuhan Luo; Boxuan Li; Jinmei Liu; Shihong Ma; Xinyuan Wei; Yan Cen – IEEE Transactions on Education, 2025
Contribution: An innovative approach utilizing interactive software paired with stereoscopic projection hardware is introduced to enhance the teaching and learning of solid-state physics. This method is distinctive for its integration of complex 3-D visualizations directly into classroom instruction, facilitating a deeper understanding of abstract…
Descriptors: Computer Software, Science Education, Physics, Scientific Concepts
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Neha Sharma; Bharti Badhani; Bhashyam Vaijayanthi; Priyanka Aggarwal; Anshika Gupta – Journal of Chemical Education, 2023
The introduction of Computational Chemistry via "Molecular Modelling and Drug Design" course at undergraduate level has opened wide possibilities for students to expand their knowledge of quantum chemistry, organic reaction mechanisms, protein-ligand interactions, drug design, and probable "in vivo" behavior of drug candidates.…
Descriptors: Computation, Undergraduate Study, Chemistry, Molecular Structure
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Junxi Zou; Xiaoyu Wang; Xuan Liu; Yuan Zheng; Wei Shao; Qing-Wei Zhang; Pingping Zhu; Lingling Li – Journal of Chemical Education, 2024
The crystalline sponge method allows for direct and precise molecular structure determination of liquid and gaseous targets and thus has been recognized as a revolutionary breakthrough in crystallography. To expose undergraduates to this cutting-edge technique, we have developed a comprehensive laboratory experiment with reaction conditions and…
Descriptors: Undergraduate Study, College Science, Laboratory Experiments, Molecular Structure
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Audrey G. Fikes; Melissa C. Srougi – Journal of Chemical Education, 2023
The application of chemistry concepts in biological settings plays an important role in the interdisciplinary field of drug discovery and development. This is true for molecular docking, where an understanding of intermolecular forces and noncovalent interactions is useful for rational drug design and development. Here we report the design and use…
Descriptors: Chemistry, Science Instruction, Molecular Structure, Drug Therapy
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Korhan Kayisli; Ruhi Zafer Caglayan; Ilhami Colak – IEEE Transactions on Education, 2024
This article aims to present the design of a GUI application that serves as an educational and analytical tool. The GUI application is intended for educational purposes, allowing users to learn about the linear and renewable energy sources. This GUI has been designed to explain, teach, and implement maximum power point tracking (MPPT) techniques…
Descriptors: Engineering Education, Energy, Scientific Concepts, Teaching Methods
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Thomas Fransson; Mickael G. Delcey; Iulia Emilia Brumboiu; Manuel Hodecker; Xin Li; Zilvinas Rinkevicius; Andreas Dreuw; Young Min Rhee; Patrick Norman – Journal of Chemical Education, 2023
The eChem project features an e-book published as a web page (10.30746/978-91-988114-0-7), collecting a repository of Jupyter notebooks developed for the dual purpose of explaining and exploring the theory underlying computational chemistry in a highly interactive manner as well as providing a tutorial-based presentation of the complex workflows…
Descriptors: Chemistry, Scientific Concepts, Quantum Mechanics, Electronic Books
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Mingheng Li – Chemical Engineering Education, 2024
Project-based learning (PBL) empowers students to become active learners. In this work computational reverse osmosis (RO) projects developed from industrial case studies and research were implemented in several chemical engineering courses to enhance student learning experience. Students not only gained knowledge in water treatment, but also…
Descriptors: Chemical Engineering, Engineering Education, Learning Experience, Student Projects
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Chatchadaporn Pinthong; Natpawee Poungkaew; Titapa Ampaipis; Jirapipat Thanyaphongphat; Panu Pimviriyakul; Somchart Maenpuen – Journal of Chemical Education, 2024
The coronavirus (COVID-19) pandemic prevented students from attending on-site classes. Consequently, their face-to-face interactions decreased. Thus, it became crucial to design learning activities to enhance the motivation of students and inspire them to achieve the desired learning outcomes during the long disruption of on-site classes. Mobile…
Descriptors: Undergraduate Study, Educational Games, Game Based Learning, Learning Activities
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Scalfani, Vincent F.; Dahlbach, Barbara J.; Robertson, Jacob – Issues in Science and Technology Librarianship, 2021
Chemical substances from theses are not widely accessible as searchable machine-readable formats. In this article, we describe our workflow for extracting, registering, and sharing chemical substances from the University of Alabama theses to enhance discovery. In total, 73 theses were selected for the project, resulting in about 3,000 substances…
Descriptors: Chemistry, Theses, Doctoral Dissertations, Scientific Research
Jared Phelps Canright – ProQuest LLC, 2023
The creation of new knowledge in the form of scientific models is a cornerstone of the process of science. In physics laboratory instruction, students are very often stuck in a confirmatory mindset; they have been conditioned to believe that the role of experimentation in the classroom and in the world is to verify known facts. This mindset is…
Descriptors: Novelty (Stimulus Dimension), Physics, Models, Scientific Concepts
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Jingjing Qiu; Anneke Moeller; Janet Zhen; Hansen Yang; Lily Din; Nicole Adelstein – Journal of Chemical Education, 2023
An integrated inorganic chemistry laboratory experience focusing on heterogeneous electrocatalysis with nickel (Ni)- and cobalt (Co)-based electrocatalysts is designed for upper-division, major-level chemistry students. In this laboratory, students will be guided through the fabrication of an indium tin oxide (ITO)-coated glass working electrode,…
Descriptors: Programming Languages, Computer Software, Computer Simulation, Educational Technology
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Elizabeth S. Thrall; Fernando Martinez Lopez; Thomas J. Egg; Seung Eun Lee; Joshua Schrier; Yijun Zhao – Journal of Chemical Education, 2023
Given the growing prevalence of computational methods in chemistry, it is essential that undergraduate curricula introduce students to these approaches. One such area is the application of machine learning (ML) techniques to chemistry. Here we describe a new activity that applies ML regression analysis to the common physical chemistry laboratory…
Descriptors: Chemistry, Physics, Science Laboratories, Scientific Concepts
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