RAMP: Exploring the Feasibility of Detecting Physics Student Misconceptions in Writing Assignments Using Large Language Models

Ella Luedeke; Natalie Spiro; Indika Kahanda; Brian Lane; J. Caleb Spiers; Terrie Galanti; Upulee Kanewala

RAMP: Exploring the Feasibility of Detecting Physics Student Misconceptions in Writing Assignments Using Large Language Models

Ella Luedeke
, Natalie Spiro
, Indika Kahanda
, Brian Lane
, J. Caleb Spiers
, Terrie Galanti
, Upulee Kanewala

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Journal	Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS
Volume	39
Issue number	1
State	Published - 2026
Event	39th International Florida Artificial Intelligence Research Society Conference, FLAIRS-39 2026 - Marco Island, United States Duration: May 17 2026 → May 20 2026

ASJC Scopus Subject Areas

Software
Artificial Intelligence

Cite this

RAMP: Exploring the Feasibility of Detecting Physics Student Misconceptions in Writing Assignments Using Large Language Models. / Luedeke, Ella; Spiro, Natalie; Kahanda, Indika et al.
In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS, Vol. 39, No. 1, 2026.

Research output: Contribution to journal › Conference article › peer-review

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title = "RAMP: Exploring the Feasibility of Detecting Physics Student Misconceptions in Writing Assignments Using Large Language Models",

author = "Ella Luedeke and Natalie Spiro and Indika Kahanda and Brian Lane and Spiers, \{J. Caleb\} and Terrie Galanti and Upulee Kanewala",

note = "Publisher Copyright: {\textcopyright} 2026, Florida Online Journals, University of Florida. All rights reserved.; 39th International Florida Artificial Intelligence Research Society Conference, FLAIRS-39 2026 ; Conference date: 17-05-2026 Through 20-05-2026",

year = "2026",

language = "English",

volume = "39",

number = "1",

}

TY - JOUR

T1 - RAMP

T2 - 39th International Florida Artificial Intelligence Research Society Conference, FLAIRS-39 2026

AU - Luedeke, Ella

AU - Spiro, Natalie

AU - Kahanda, Indika

AU - Lane, Brian

AU - Spiers, J. Caleb

AU - Galanti, Terrie

AU - Kanewala, Upulee

PY - 2026

Y1 - 2026

UR - https://www.scopus.com/pages/publications/105040194607

UR - https://www.scopus.com/pages/publications/105040194607#tab=citedBy

M3 - Conference article

AN - SCOPUS:105040194607

SN - 2334-0754

VL - 39

JO - Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS

JF - Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS

IS - 1

Y2 - 17 May 2026 through 20 May 2026

ER -

RAMP: Exploring the Feasibility of Detecting Physics Student Misconceptions in Writing Assignments Using Large Language Models

ASJC Scopus Subject Areas

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Cite this