Giulia Polverini

Vision-language model performance on physics tasks: Exploring AI capabilities on research-based assessments involving visual representations

Polverini, Giulia

2026

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Performance of ChatGPT on tasks involving physics visual representations: The case of the brief electricity and magnetism assessment

Polverini, Giulia; Melin, Jakob; Önerud, Elias; Gregorcic, Bor

Part of Physical Review Physics Education Research, 2025

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Multilingual performance of a multimodal artificial intelligence system on multisubject physics concept inventories

Kortemeyer, Gerd; Babayeva, Marina; Polverini, Giulia; Widenhorn, Ralf et al.

Part of Physical Review Physics Education Research, 2025

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Multimodal large language models and physics visual tasks: comparative analysis of performance and costs

Polverini, Giulia; Gregorcic, Bor

Part of European journal of physics, 2025

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Teachers' conceptions of the role of mathematics in STEM higher education

Koerfer, Ebba; Polverini, Giulia; Elmgren, Maja; Eriksson, Lars-Henrik et al.

Part of Disciplinary and Interdisciplinary Science Education Research (DISER), 2025

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Performance of ChatGPT on tasks involving physics visual representations: The case of the brief electricity and magnetism assessment

Polverini, Giulia; Melin, Jakob; Önerud, Elias; Gregorcic, Bor

Part of Physical Review Physics Education Research, 2025

• DOI for Performance of ChatGPT on tasks involving physics visual representations: The case of the brief electricity and magnetism assessment
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Multilingual performance of a multimodal artificial intelligence system on multisubject physics concept inventories

Kortemeyer, Gerd; Babayeva, Marina; Polverini, Giulia; Widenhorn, Ralf et al.

Part of Physical Review Physics Education Research, 2025

• DOI for Multilingual performance of a multimodal artificial intelligence system on multisubject physics concept inventories
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Multimodal large language models and physics visual tasks: comparative analysis of performance and costs

Polverini, Giulia; Gregorcic, Bor

Part of European journal of physics, 2025

• DOI for Multimodal large language models and physics visual tasks: comparative analysis of performance and costs
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Teachers' conceptions of the role of mathematics in STEM higher education

Koerfer, Ebba; Polverini, Giulia; Elmgren, Maja; Eriksson, Lars-Henrik et al.

Part of Disciplinary and Interdisciplinary Science Education Research (DISER), 2025

• DOI for Teachers' conceptions of the role of mathematics in STEM higher education
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How understanding large language models can inform the use of ChatGPT in physics education

Polverini, Giulia; Gregorcic, Bor

Part of European journal of physics, 2024

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Performance of ChatGPT on the test of understanding graphs in kinematics

Polverini, Giulia; Gregorcic, Bor

Part of Physical Review Physics Education Research, 2024

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Evaluating vision-capable chatbots in interpreting kinematics graphs: a comparative study of free and subscription-based models

Polverini, Giulia; Gregorcic, Bor

Part of Frontiers in Education, 2024

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ChatGPT as a tool for honing teachers’ Socratic dialogue skills

Gregorcic, Bor; Polverini, Giulia; Sarlah, Andreja

Part of Physics Education, 2024

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Vision-language model performance on physics tasks: Exploring AI capabilities on research-based assessments involving visual representations

Polverini, Giulia

2026

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The Cyborg Educator: Playful Co-Creation of Learning Activities with AI

Polverini, Giulia; Samuelsson, Christopher Robin; Koerfer, Ebba

2025

Embodied AI?: Exploring GenAI's role in physics lab design

Samuelsson, Christopher Robin; Polverini, Giulia; Gregorcic, Bor

2025

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Performance of freely available vision-capable chatbots on the test for understanding graphs in kinematics

Polverini, Giulia; Gregorcic, Bor

Part of 2024 Physics Education Research Conference Proceedings, p. 336-341, 2024

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Preparing PhD students for the doctoral defense with generative AI

Samuelsson, Christopher Robin; Polverini, Giulia; Gregorcic, Bor

2024

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An exploration of ChatGPT’s graph interpretation abilities

Polverini, Giulia; Gregorcic, Bor

2024