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Intelligent Recognition of the Polarimeter’s Field of View and Automatic Optical Rotation Measurement of Sucrose Hydrolysis Using Machine Learning 基于机器学习的旋光仪视场智能识别及蔗糖水解自动旋光测量
IF 2.9 3区 教育学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-19 DOI: 10.1021/acs.jchemed.5c01414
Huan Xie, , , Yanghaotian Wu, , , Zhenyu Chen, , , Zhongyun Wu*, , , Yu-Qing Zheng*, , , Zhirong Liu*, , and , Jinrong Xu*, 

Artificial intelligence (AI) and automation techniques have promoted the rapid development of scientific fields such as chemistry, biomedicine, and materials science, where multiple variables and tremendous data collection are required in experiments. By incorporating machine learning (ML), an independently devised digital control system, and integrating custom-developed software into the sucrose hydrolysis experiment, intelligent identification of the polarimeter’s field of view and automatic data acquisition of the sucrose hydrolysis reaction are achieved. This innovation revolutionizes traditional experimental practices by replacing manual recognition and operation with automated processes, effectively addressing the inherent time-consuming and labor-intensive nature of conventional methods and thereby significantly improving experimental efficiency and accuracy. This novel, portable, and economical ML-based optical rotation measurement device will promote innovation in chemical experiment teaching models in the era of AI.

人工智能(AI)和自动化技术推动了化学、生物医学、材料科学等科学领域的快速发展,这些领域的实验需要多变量和大量的数据收集。通过将自主设计的机器学习(ML)数字控制系统和定制软件集成到蔗糖水解实验中,实现了对偏光仪视场的智能识别和蔗糖水解反应的自动数据采集。这项创新彻底改变了传统的实验实践,用自动化的过程取代了人工识别和操作,有效地解决了传统方法固有的耗时和劳动密集型的本质,从而显著提高了实验效率和准确性。这种新颖、便携、经济的基于ml的旋光度测量装置将推动人工智能时代化学实验教学模式的创新。
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引用次数: 0
Enhancing Student Performance and Identifying Laboratory Mistakes through the Incorporation of Specifications Grading in a General Chemistry I Laboratory Examination 通过在普通化学I实验室考试中加入规格评分来提高学生的成绩并识别实验室错误
IF 2.9 3区 教育学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-18 DOI: 10.1021/acs.jchemed.5c00752
Navid Ahmed Sadman,  and , Susan D. Wiediger*, 

This paper outlines the development of a final examination for a first-semester general chemistry lab course that incorporates elements of the emerging assessment style ‘Specifications Grading’. Conducted across three semesters (Spring, Summer, and Fall 2022) at Southern Illinois University Edwardsville, the study gradually incorporated key elements, including early rubric access, skill evaluation at multiple checkpoints, pass/fail grading (eliminating partial credit), and an additional attempt for students who did not pass on their first try. In Fall 2022, supplementary initiatives such as manual modifications and practice lab final activities were introduced. Analyses of student performance and survey data indicate that semesters incorporating more Specifications Grading components were associated with higher pass rates and an improved perception of glassware proficiency in students. Students’ self-reported data revealed common student mistakes that may be informative to General Chemistry instructors, while teaching assistant surveys identified potential issues with implementing such an examination. Due to smaller sample sizes (<20) in the Spring and Summer and limitations on statistical rigor from confounding variables, our findings are best interpreted as an implementation report rather than generalizable educational research.

本文概述了第一学期普通化学实验课程的期末考试的发展,该课程结合了新兴评估风格“规范评分”的元素。这项研究在南伊利诺伊大学爱德华兹维尔分校进行了三个学期(2022年春季、夏季和秋季)的研究,逐步纳入了关键要素,包括早期考试、多个检查点的技能评估、及格/不及格评分(取消部分学分),以及对第一次考试未通过的学生的额外尝试。在2022年秋季,引入了人工修改和实践实验室期末活动等补充活动。对学生表现和调查数据的分析表明,包含更多规格评分成分的学期与更高的通过率和学生对玻璃器皿熟练程度的提高有关。学生自我报告的数据揭示了常见的学生错误,这些错误可能会给普通化学教师提供信息,而助教调查发现了实施这种考试的潜在问题。由于春季和夏季的样本量较小(<20),以及混杂变量对统计严谨性的限制,我们的研究结果最好被解释为一份实施报告,而不是可推广的教育研究。
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引用次数: 0
Metal Clays as a Medium for Exploring Introductory Materials Science and Engineering 金属粘土作为探索材料科学与工程入门的媒介
IF 2.9 3区 教育学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-18 DOI: 10.1021/acs.jchemed.5c01447
Jonathan D. Emery*, , , Arta Osmani, , , Jacob B. Mack, , , Kathleen A. Stair, , and , Emine Begum Gulsoy, 

Everyday objects are often sources of inspiration for the study of materials. When aspiring scientists and engineers begin asking questions about the materials that comprise the objects around them─such as why different metal alloys have distinct colors or why jewelry often contains multiple precious metal elements─they are taking the first steps in discovering core concepts in Materials Science and Engineering. Here, we describe a laboratory at the intersection of art (jewelry making) and materials science that inspires students to investigate the processing and colorimetry of jewelry made from metal clays. Here, we focus on exploring key MSE concepts through (1) the use of accessible materials such as metal clays, (2) process design of the sintering stage through use of binary phase diagrams, and (3) metal alloy color design through empirical modeling using the CIELAB color space. Students ultimately design their own custom Cu–Ag alloy color and then fabricate a piece of jewelry that meets their color design specifications. We also highlight possible extensions for this laboratory, including mechanical characterization or patination. In addition, this laboratory is designed to be adapted for educational outreach and has been implemented in Chicago area secondary schools and with summer high school teachers through NIST- and NSF-supported programming.

日常用品往往是材料研究的灵感来源。当有抱负的科学家和工程师开始对构成他们周围物体的材料提出问题时,比如为什么不同的金属合金有不同的颜色,或者为什么珠宝通常含有多种贵金属元素,他们就迈出了发现材料科学与工程核心概念的第一步。在这里,我们描述了一个艺术(珠宝制作)和材料科学交叉的实验室,激发学生研究由金属粘土制成的珠宝的加工和比色法。在这里,我们重点探索关键的MSE概念,通过(1)使用可获得的材料,如金属粘土,(2)通过使用二元相图设计烧结阶段的工艺,以及(3)通过使用CIELAB颜色空间的经验建模设计金属合金颜色。学生最终设计自己的定制铜银合金颜色,然后制作一件符合他们颜色设计规范的珠宝。我们还强调了该实验室可能的扩展,包括机械表征或patination。此外,该实验室旨在适应教育推广,并已通过NIST和nsf支持的项目在芝加哥地区的中学和暑期高中教师中实施。
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引用次数: 0
Expanding the Scope of Course-Based Undergraduate Research Experiences: Student Perceptions of Projects Exploring the Creation of Activities for Students with Visual Impairment 扩大以课程为基础的本科研究经验的范围:学生对探索视障学生活动创造的项目的看法
IF 2.9 3区 教育学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-18 DOI: 10.1021/acs.jchemed.5c00943
Laura M. Hancock*,  and , Zoe Schnepp, 

This paper describes the implementation of a course-based undergraduate research experience focused on the design and evaluation of laboratory activities for students with visual impairment. In the project, students have demonstrated considerable initiative and creativity, designing a range of experiments and resources including olfactory and auditory titrations, use of nonstandard color indicators, tactile markings on standard laboratory equipment, and tactile models to explain chemistry concepts. Student perceptions of completing this CURE were gathered using interviews (N = 10) and analyzed using thematic analysis. Students perceived the project to enhance their transferable skills to a greater extent than other types of CUREs they had completed, particularly communication, teamwork, and problem-solving skills, likely due to a feeling that the projects were more autonomous. A significant proportion of students reported that the project had impacted decisions about future education or career directions. The projects were transformative in terms of shifting students’ perspective on inclusivity and increasing empathy for those whose experience of chemistry laboratories is very different from their own.

本文介绍了一个以课程为基础的本科生研究体验的实施,重点是设计和评估视觉障碍学生的实验室活动。在这个项目中,学生们表现出了相当大的主动性和创造力,设计了一系列的实验和资源,包括嗅觉和听觉滴定,使用非标准颜色指示器,标准实验室设备上的触觉标记,以及触觉模型来解释化学概念。通过访谈(N = 10)收集学生对完成此CURE的看法,并使用主题分析进行分析。学生们认为这个项目比他们完成的其他类型的cure在更大程度上提高了他们的可转移技能,特别是沟通、团队合作和解决问题的技能,这可能是因为他们觉得这个项目更自主。很大一部分学生报告说,这个项目影响了他们对未来教育或职业方向的决定。这些项目在改变学生对包容性的看法方面具有变革性,并增加了对那些在化学实验室的经历与自己截然不同的人的同情。
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引用次数: 0
Pharaoh’s Snake-Inspired Carbon Quantum Dots for 3D Printing: Experimental Design and Applications 法老的蛇启发碳量子点3D打印:实验设计和应用
IF 2.9 3区 教育学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-18 DOI: 10.1021/acs.jchemed.5c01222
Qitong Zhang,  and , Yu Wang*, 

Carbon quantum dots (CQDs) are a prominent research topic in the fields of chemistry and interdisciplinary sciences. This paper presents a simple synthesis method for CQDs, aimed at introducing students to the preparation and application of nanomaterials. Through the use of nitrogen-doped CQDs, the experiment enables a systematic understanding of their structure, fluorescence mechanism, and potential applications in interdisciplinary fields, based on a comprehensive literature review. The fluorescence quantum yield of the CQDs was accurately determined using the reference method and characterized in detail using UV–vis, TEM, and XPS techniques. The innovation of this experiment lies in the combination of synthesized CQDs with poly(lactic acid) (PLA) powder, which, after drying, yields a white powder with prominent fluorescence properties. This material was then successfully used in 3D printing to produce a model of the “Lilac I” small satellite, demonstrating the potential application of CQDs in the field of 3D printing. The study further explores the prospects of this material in biomedical applications, particularly in the 3D printing of fluorescent probes. By integrating cutting-edge nanotechnology with traditional experimental teaching, this experiment not only enhances students’ engagement but also fosters their innovative thinking and comprehensive experimental skills.

碳量子点(CQDs)是化学和跨学科科学领域的一个重要研究课题。本文介绍了一种简单的CQDs合成方法,旨在向学生介绍纳米材料的制备和应用。本实验通过对氮掺杂CQDs的研究,在综合文献综述的基础上,对其结构、荧光机理以及在跨学科领域的潜在应用进行了系统的了解。采用参比法准确测定了CQDs的荧光量子产率,并利用UV-vis、TEM和XPS技术对其进行了详细表征。本实验的创新之处在于将合成的CQDs与聚乳酸(PLA)粉末相结合,干燥后得到荧光性能突出的白色粉末。随后,该材料成功用于3D打印,制作了“丁香一号”小卫星模型,展示了CQDs在3D打印领域的潜在应用。该研究进一步探索了这种材料在生物医学应用中的前景,特别是在荧光探针的3D打印方面。该实验将尖端的纳米技术与传统的实验教学相结合,既提高了学生的参与度,又培养了学生的创新思维和综合实验技能。
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引用次数: 0
Green Synthesis of Fe3O4 Nanozyme with Peroxidase-like Activity for Colorimetric Glucose Detection: A Comprehensive Undergraduate Laboratory Experiment 绿色合成具有过氧化物酶样活性的Fe3O4纳米酶用于比色葡萄糖检测:一个综合的本科实验室实验
IF 2.9 3区 教育学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-18 DOI: 10.1021/acs.jchemed.5c00774
Jiaojiao Du, , , Fen Li, , , Ying Fang, , , Fan Yang, , , Min Zhu, , , Guoxin Yang, , , Peiling Lin, , , Aizhao Pan*, , and , Yanhong Bai*, 

Nanomaterial-based enzyme mimics, known as nanozymes, are extensively applied in chemical sensing and biomedical fields due to their low cost, high stability, and tunable catalytic activity. However, conventional synthesis methods employing hazardous chemicals limit their promotion in undergraduate laboratory training. Herein, an eco-friendly and simple green approach is proposed that utilizes plant extracts as natural reducing agents for nanozyme synthesis. Iron oxide nanozymes (Fe3O4 NZs) were synthesized using lemon peel extract, and their structures and properties were analyzed via SEM, XRD, XPS, and FT-IR. The peroxidase-like activity of Fe3O4 NZs was evaluated using a chromogenic substrate in the presence of H2O2. Additionally, their effectiveness in developing nanozyme-glucose oxidase (GOx) cascade colorimetric sensors for glucose detection was also demonstrated. These experiments have been successfully conducted at various undergraduate levels and have received positive feedback. Experimental assessments indicated that students’ understanding of green chemistry, catalytic mechanisms, and interdisciplinary applications of nanozymes had improved. Moreover, the flexible design of the experiment allows instructors to modify it based on students’ backgrounds, available equipment, and teaching objectives, making it applicable to multiple fields such as chemistry, materials science, and biology. This experiment provides a generalizable case for integrating cutting-edge technology into undergraduate education.

基于纳米材料的酶模拟物,即纳米酶,由于其成本低、稳定性高、催化活性可调等优点,被广泛应用于化学传感和生物医学领域。然而,使用危险化学品的传统合成方法限制了它们在本科实验室培训中的推广。本文提出了一种利用植物提取物作为天然还原剂合成纳米酶的环保、简单的绿色方法。以柠檬皮提取物为原料合成氧化铁纳米酶(fe3o4nzs),并通过SEM、XRD、XPS和FT-IR对其结构和性能进行了分析。使用显色底物在H2O2存在下评估Fe3O4 NZs的过氧化物酶样活性。此外,它们在开发用于葡萄糖检测的纳米酶-葡萄糖氧化酶(GOx)级联比色传感器方面的有效性也得到了证明。这些实验已经成功地在各个本科阶段进行,并得到了积极的反馈。实验评估表明,学生对绿色化学、催化机制和纳米酶的跨学科应用的理解有所提高。此外,实验设计灵活,教师可以根据学生的背景、现有设备和教学目标对实验进行修改,使其适用于化学、材料科学、生物学等多个领域。本实验为将前沿技术融入本科教育提供了一个可推广的案例。
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引用次数: 0
Potions, Poisons, and Perfumes: A Medicinal Plants Course in Great Britain 魔药、毒药和香水:英国药用植物课程
IF 2.9 3区 教育学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-18 DOI: 10.1021/acs.jchemed.5c00930
Julie T. Millard*,  and , Judy Stone, 

We describe an interdisciplinary medicinal plant course that integrates chemistry, botany, and cultural history in an immersive, study-abroad setting. By examining phytochemicals within their botanical and ecological contexts, students connect molecular science to real-world applications, enhancing their engagement and accessibility. Study-abroad experiences further enrich learning through hands-on exploration and interdisciplinary collaboration. As global citizenship gains emphasis in higher education, this model offers a compelling framework for integrating science with cultural perspectives, benefiting both students and faculty.

我们描述了一个跨学科的药用植物课程,将化学、植物学和文化历史整合在一个身临其境的海外学习环境中。通过在植物学和生态学背景下研究植物化学物质,学生将分子科学与现实世界的应用联系起来,提高他们的参与度和可及性。海外学习经历通过实践探索和跨学科合作进一步丰富了学习。随着全球公民意识在高等教育中越来越受到重视,这种模式为科学与文化视角的整合提供了一个引人注目的框架,使学生和教师都受益。
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引用次数: 0
A 3-D Printed Millifluidic Reactor for Continuous Flow Photocatalysis in the Teaching Laboratory 三维打印连续流光催化微流反应器在教学实验室中的应用
IF 2.9 3区 教育学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-17 DOI: 10.1021/acs.jchemed.5c01125
Ryan T. Snyder, , , Alan K. Wortman, , , Yue Xin, , , Laura I. Penabad, , , Lauren C. Rich, , , Corinna S. Schindler, , , Robert T. Kennedy, , and , Corey R. J. Stephenson*, 

An experiment designed to teach principles of continuous flow technologies for photocatalysis is described as a part of a two-week summer camp program for high school students. Students learned about green chemistry, photocatalysis, flow chemistry, and the role of 3D printing in the design and production of custom millifluidic reactors. Students examined reactor designs that differed in terms of residence times and mixing capabilities. Such evaluation was based on the combination of blue and yellow dyes, followed by running a photocatalytic thiol–ene reaction on a gram-scale.

一个旨在教授光催化连续流技术原理的实验被描述为一个为期两周的高中生夏令营项目的一部分。学生们学习了绿色化学、光催化、流动化学,以及3D打印在定制微流体反应器设计和生产中的作用。学生们考察了在停留时间和混合能力方面不同的反应器设计。这样的评价是基于蓝色和黄色染料的组合,然后在克尺度上进行光催化硫醇反应。
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引用次数: 0
A Class Demonstration That Provides a Simple, Quick Experimental Determination of Planck’s Constant 一个类演示,提供了一个简单,快速的实验测定普朗克常数
IF 2.9 3区 教育学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-17 DOI: 10.1021/acs.jchemed.5c01730
Daniel R. Zuidema*, , , Preston R. Hoobler, , and , Mary B. Kytle, 

Nearly every high school and college introductory chemistry course features a treatment of Planck’s constant. This naturally arises in the context of studying the Bohr model of the atom and the nature of the electron─Planck’s constant is key to explaining atomic emission/absorption spectra, which provide evidence for the quantized energy levels for electrons. In this study, we sought to implement an interactive demonstration that provides a simple, straightforward determination of Planck’s constant by showing how the energy of a photon correlates with its frequency. The class demonstration used a hand-held module that facilitated the measurement of band gap voltage for several differently colored LEDs. The demonstration is best suited for high school and first-year college chemistry students and can be performed in approximately half an hour.

几乎每一所高中和大学的化学入门课程都以普朗克常数的处理为特色。这在研究玻尔原子模型和电子性质的背景下自然会出现──普朗克常数是解释原子发射/吸收光谱的关键,它为电子的量子化能级提供了证据。在这项研究中,我们试图通过展示光子的能量如何与其频率相关来实现一个简单、直接的普朗克常数测定的交互式演示。课堂演示使用手持式模块,方便测量几种不同颜色led的带隙电压。该演示最适合高中和大学一年级的化学学生,大约半小时即可完成。
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引用次数: 0
Development and Implementation of Blended Problem-Based Learning Model Based on Outcome-Based Education Theory in Physical Chemistry Laboratory Course 基于成果导向型教育理论的物理化学实验混合式问题学习模式的开发与实施
IF 2.9 3区 教育学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-17 DOI: 10.1021/acs.jchemed.5c00964
Houzhen Xiao,  and , Minghuai Yu*, 

This study presents an innovative blended instructional model that integrates problem-based learning (PBL) and flipped classroom (FC) methodologies into the physical chemistry laboratory course at Hainan University, China. It specifically addresses the limitations of traditional instruction, such as passive learning, and insufficient individualized feedback. Grounded in outcome-based education (OBE) theory and facilitated through the “Wisdom Tree” online platform, this model aims to enhance students’ understanding of both fundamental principles and practical techniques in physical chemistry laboratory course, while simultaneously fostering their higher-order cognitive skills. Over 90% of the students reported increased essential problem-solving and analytical skills crucial for experimental work, while fostering effective teamwork ─key learning outcomes that align with contemporary priorities in chemistry education. To implement this model, we developed and introduced a series of self-designed instructional materials, including instructional videos, presentation slides, and problem sets, for implementation across three engineering disciplines at the second-year undergraduate level. The implementation process and assessment methodology are described in detail. The postintervention assessment indicated that the teaching method effectively supported students in achieving learning objectives across three key areas: instrument operation, adherence to rigorous scientific integrity, and data processing competence. However, the evaluations also highlighted that higher-order cognitive skills─specifically in teamwork and communication skills, as well as in analysis and experimental evaluation─ remained a relative weakness, necessitating further development.

本研究提出了一种创新的混合教学模式,将基于问题的学习(PBL)和翻转课堂(FC)方法整合到海南大学的物理化学实验课程中。它特别解决了传统教学的局限性,如被动学习和个性化反馈不足。该模式以成果教育理论为基础,通过“智慧树”在线平台,旨在提高学生对物理化学实验课程基本原理和实践技术的理解,同时培养学生的高阶认知技能。超过90%的学生报告说,他们提高了解决问题和分析问题的基本能力,这对实验工作至关重要,同时培养了有效的团队合作,这是符合当代化学教育重点的关键学习成果。为了实现这一模式,我们开发并引入了一系列自主设计的教学材料,包括教学视频、演示幻灯片和习题集,以便在本科二年级的三个工程学科中实施。详细介绍了实施过程和评估方法。干预后评估表明,教学方法有效地支持学生在三个关键领域实现学习目标:仪器操作、坚持严格的科学完整性和数据处理能力。不过,这些评估也突显出,较高层次的认知能力──特别是团队合作和沟通能力,以及分析和实验评估能力──仍然相对较弱,需要进一步发展。
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引用次数: 0
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Journal of Chemical Education
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