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Published on Oct 21, 2026
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Numericals First A Volunteer, AI-Assisted Multimodal Model for Teaching Class 11 Physics on
WhatsApp
K M Raghavendran
Corresponding email: [email protected]
Abstract
This paper presents a free, voluntary Class 11 physics programme that I am conducting through a
WhatsApp group of more than 160 students and eight to nine Physics teachers. I firmly believe
that concepts become clear and students are confident about them only when, they use them in
solving numerical problems. The idea is to help them solve numerical problems with a good degree
of confidence by strengthening their conceptual understanding through AI-assisted posters, GIFs,
animated graphs, home-filmed experiments, voice-over explanations, browser-based HTML
lessons, timed quizzes with certificates, higher-order physics challenges, examination-oriented
theory PDFs, and cartoon dialogues between Oblelix and Asterix, Young Sheldon and his brother
George Jr. The paper describes the content system, prompt-refinement process, HTML-app
structure, mixed student–teacher community, limitations, ethical concerns, and future research
questions. There is no controlled experiment as yet. I propose a plausible practitioner model for
using WhatsApp and generative AI without accepting unchecked AI output. The experiment is
evolving day by day with newer methods of communication, instructions and assessment
Keywords: Class 11 physics, WhatsApp pedagogy, generative AI in education, numerical problem
solving, multimodal learning, HTML learning apps, Physics Education, volunteer teaching.
1. Introduction
Class 11 is when physics changes from a collection of definitions into a quantitative language.
Students may recite Newton’s second law yet fail to identify the relevant forces or relevant
physical quantities in a numerical situation. The difficulty is not simply a lack of material available,
but a lack of sufficient emphasis on numericals in which concepts must be identified, applied,
rejected, or refined. WhatsApp is already familiar to Indian school students and teachers. This
initiative explores whether it can convey more than just announcements or old examination papers
through a combination of concept posters, animated graphs, short experiments, screen recordings
of worked numericals with voice over, interactive lessons, and timed assessment all free of cost
without any complicated login process. To meet this objective, I maintain a free group of about
160+ students and eight to nine Physics teachers. Generative AI supports creation, but the teacher
checks every explanation, graph, animation, and numerical for physical accuracy and phonefriendly design. “Theory PDFs” remain available for examinations, while numerical problem
solving and challenges are the programme’s backbone.
Previous work has examined WhatsApp for extending physics education and discussion (Klieger
& Goldsmith, 2020), social-media-supported learning in the Indian higher-secondary context
(John & Sreedevi, 2021), and WhatsApp-based AI science assistants (Boateng et al., 2026). Earlier
studies also documented the use of class WhatsApp groups for communication, dialogue and
resource sharing (Bouhnik & Deshen, 2014).
The present effort differs by presenting to the mixed volunteer group, a numericals-first
philosophy, and deliberately a combined bag of posters, GIFs, home video, HTML apps,
certificates, and cartoons as one educational strategy.2
This model contributes a numerical-first pedagogy in which conceptual understanding is treated
as incomplete until students can apply the idea confidently in quantitative problems. It organises
learning as a deliberate sequence of representations; Concept posters and GIFs, home experiments
and or real-time graphs, short HTML lessons, voice-over worked solutions, timed single-attempt
quizzes with certificates, and higher-order challenges, rather than a collection of isolated resources
shared on WhatsApp. The same free group deliberately mixes students with practising teachers, so
that misconceptions become visible, expert reasoning is modelled, and continuous teacher
oversight of AI-generated material is built into the community itself.
2. Pedagogical stance: Teaching Physics through numerical problems.
The programme is based on the view that a concept is not fully understood until a student can use
it to solve a numerical problem and account for the result. Solving the problem requires qualitative
decisions like identifying what remains constant, which energy is lost, which force component
does work, or whether a bouncing ball ever stops, followed by calculation. The calculation is
complete only when the student can also state the physical meaning of the answer, justify why a
particular formula applies under the given conditions, and recognise when those conditions fail,
which is the essence of conceptual understanding. Numerical success alone is therefore
insufficient. Conceptual understanding is demonstrated by the combination of appropriate
calculation, qualitative reasoning, and explicit recognition of the limits of the formula used.
It is important to note that this approach does not reject theory. Students need laws, conditions of
validity, and derivations for board and competitive examinations, these are supplied in PDFs. I
believe while theory is the map, the numerical problems are the territory where it is applied. MCQs,
Numericals, and short-answer questions (in the form of model QP if requested) shared are designed
so that plausible wrong answers reveal common misconceptions rather than mere play of words.
Higher-order challenges add a condition, such as energy loss at impact, a moving wedge, or a nonuniform field that makes the first familiar formula insufficient. The purpose is not to create
competitive exam specialists, but to develop the habits of physicists viz identify the situation,
choose a principle, calculate, and interpret.
3. The community and the group
The single WhatsApp group is deliberately mixed. Students know that practising teachers are
viewing the same material, while teachers can observe misconceptions publicly. Membership is
free and carries no fee, or promise of rank, this keeps the emphasis on understanding rather than
sales.
WhatsApp creates practical design constraints and requirements. Posters must be legible on small
screens, GIFs must communicate quickly, PDFs must open easily, HTML apps must work in a
mobile browser without installation, and audio or video must remain manageable for students with
limited data. Sometimes the author uses the local language (kannada) in videos
Content is sequenced rather than dumped into the group. A typical concept curve is, a poster(s) or
GIF, a home experiment or real-time graph, a short HTML lesson, a worked numerical with voice,
a set of MCQs and their detailed solution, timed quiz (with a downloadable certificate as an
incentive if the score exceeds a threshold), and eventually a suitable challenge and a set of
numericals to try. (The solutions for which will be shared after a suitable time before the next 3
lesson/concept starts). Chapter wise PDFs are also shared as exam preparation material (There is
a demand for this)
4. The content system
In the following paragraphs I will present the different elements of the multimodal system used.
At the end of the article a link is given to view a sample of each mode. The link may be copied
and pasted in any Browser like Chrome to view the same
4.1 Concept posters and challenge posters
Posters introduce individual ideas such as instantaneous versus average velocity, negative work,
or the slope of a v–t graph. Challenge posters present a numerical situation, diagram, and question
that cannot be solved by immediate substitution. ChatGPT and Grok assist with drafting and
design, but the teacher rejects output that is decorative, overcrowded, physically incorrect, or
unsuitable for Class 11 students. Effective posters use a short title, one focal figure or graph,
minimal text, and clear givens, the difficulty lies in the physics, not the language.
4.2 GIFs, animations and graphs
Animations address persistent difficulties. They may connect motion with its graph, show a graph
developing in real time, illustrate the area under a v–t graph as displacement, display changing s–
t slope, or show velocity discontinuity during an inelastic impact. They are arguments rather than
just ornamentation.
Grok, ChatGPT, and a text-to-animation tool such as Pixarverse are used in production. Prompt
refinement (The most crucial part for the teacher) specifies axes, units, time, direction, constants,
changing quantities, etc. The teacher checks every output, an animation that cannot be defended at
the blackboard is not posted. A visually attractive graph with missing axes, false conservation, or
a static image pretending to be real time is rejected.
4.3 Home experiments as prompts, not spectacles
Short, modest experiments may include videos of a ball dropped onto a hard floor, a rotating mop,
a homemade pendulum oscillating and the time for n oscillations being asked to be measured using
a smart phone’s stopwatch and estimate g, The purpose is to attach measurements to familiar
events. Students are asked what to measure, what to neglect, and which equation is justified by the
conditions. The programme does not assign dangerous experiments involving mains electricity,
chemicals, or projectiles. In addition standard experiment is given as an interactive html
application (Simple pendulum, Screw gauge, Vernier Callipers, Sonometer to name a few)to enable
the students to get a feel of procedure, take reading and also practice calculations before they
perform the actual experiment. Check out the google drive link below to perform the simple
pendulum experiment (open the application in any Browser like chrome)
4.4 Worked Numericals, voice over screen recordings, and theory PDFs
Solved numericals show the discipline of listing known quantities, naming the principle, writing
the equation before substitution, retaining units, and interpreting the answer. The author uses the
URAS method. URAS is an acronym for Understand, Recall, Arrange, Substitute & Solve. The
method can be viewed in the HTML app in the drive for which the link is given below. Voice-over
screen recordings adds the reasoning that a page on the textbook or class notes may omit, why a 4
method was abandoned, how a sign arose, and which error is likely. PDFs of theory support
examination preparation but are not intended to replace problem solving.
4.5 Browser-based HTML apps/Quizzes
The most complete lessons are small HTML applications opened in a phone with an internet
Browser like Chrome. Usually containing ten or twelve navigable pages, they combine concise
text, figures or animations, and, where helpful, recorded voice or short video is also embedded.
They keep a lesson as one self-contained unit, requiring no app installation, and allow the teacher
to control pace and sequence.
The same framework supports timed quizzes. Each student receives a quiz that has one attempt,
and a score above a threshold that automatically produces a certificate. The certificate is modest
but recognises performance under time and single-attempt conditions, making the exercise closer
to examination practice than an endlessly refreshable form.
4.6 Question types and physics challenges
The programme uses familiar multiple-choice, numerical, and short-answer formats. Challenges
form its distinctive layer, students wrestle with them rather than passively consume content, and
teachers participate as moderators and learners. Productive disagreement is settled by calculation.
4.7 Cartoons: Oblelix asks, Asterix answers George asks and Young Sheldon Answers.
The cartoon series uses Obelix to ask the thoughtful, sometimes sideways question a student may
really have, and Asterix to supply the necessary distinction, condition, exception or additional
calculation. A second series uses George Jr. to pose everyday confusions and Young Sheldon to
resolve them. Both series present physics in a memorable conversational form; they are not a break
from the subject. The characters make precision shareable. The cartoons are not a break from
physics, they present physics in a memorable and humorous conversational format. Other
imaginative characters are used as cartoon to explain and drive home an important idea or concept.
4.8 Guided Experiment
An Html application that prompts the students to take measurements in an experiment, calculate
the result, plot graph etc. The idea behind this is that before the student actually performs the
experiment in the class he will get an idea of what is to be done, how and what to calculate, plot
etc. It is also intended to serve as a quick ready reference before a practical examination
5. Working with generative AI without surrendering the subject
Generative AI speeds up layouts, draft explanations, and motion graphics, but it can invent forces
and units or create quantitative-looking graphs with no physical meaning. The project therefore
treats AI as a teaching assistant, not as a physics expert. The teacher remains responsible for
correctness.
Prompt refinement is part of the teaching workflow. Instead of asking for “a GIF of a bouncing
ball,” a useful prompt specifies the drop height, fractional energy loss at each impact, plotted
quantity, required breaks in the trace, and prohibited decoration. The result is checked against a
prior calculation. If the mathematics predicts infinitely many diminishing bounces but finite total
distance, the animation must not falsely imply that motion ends after four bounces unless the
omission is explained.5
The same checking applies to posters and HTML prose. Fluent writing can still confuse mass with
weight or change the value of g without explanation. AI is also used to generate near-miss
distractors based on real errors, such as omitting one-half, using rebound height instead of drop
height, or confusing a weight component with the normal force. Such distractors are retained only
after teacher verification.
What is Checked.
Before any AI-generated material is posted, the teacher essentially checks four elements.
a) For equations, the symbolic form, the physical conditions under which it applies, the units,
and the algebraic steps are verified against a hand calculation.
b) For graphs and animations, axes, units, direction of motion, conservation (or its deliberate
violation), and the time evolution are checked so that the visual does not contradict the
physics; an animation that cannot be defended on the blackboard is rejected.
c) For numerical solutions, the principle chosen, the substitution, the units, and the final
physical interpretation are examined.
d) Near-miss distractors generated for quizzes are retained only when they reflect known
student errors rather than random wording.
This checklist keeps the existing human (Teacher)verification practice reproducible by other
teachers. I have even built a dictionary of Physics and Quantum Physics suitable for class XI level.
6. Assessment, feedback, and the certificate
Assessment has three layers: informal chat responses in which students post and discuss working,
structured, timed single-attempt HTML quizzes with certificates issued above a threshold,
Challenge and practice numericals. These do not replace school examinations, but together create
repeated cycles of attempt, feedback, and return.
Conceptual errors likely to help others are corrected publicly, while personal work is corrected
privately. Because teachers are present, each public correction also becomes a brief professionaldevelopment note for colleagues.
7. What has been observed, and what has not been measured
Students and teachers have generally appreciated the initiative. Group activity shows students
opening posters, playing with GIFs, attempting quizzes, valuing certificates, and reusing material
in classrooms. These observations indicate engagement and practical usefulness, not measured
learning gain. they do not constitute measured evidence of improved conceptual understanding or
achievement. No pre- or post-test scores, retention data, or comparison group have been collected.
The defensible claim is therefore limited to the feasibility of delivering a dense, numerical-first,
multimodal physics programme through a free WhatsApp group under continuous teacher
oversight. Stronger claims about learning gains require systematic data, which is planned for the
next phase.
8. Limitations, risks, and ethics
WhatsApp buries older lessons, and new members do not automatically receive earlier material.
HTML links help only when retained. Data costs remain, and a timed quiz on a shared family 6
phone may not match the experience of a personal device. Visible group activity can also conceal
students who never attempt a numerical.
Students may submit chatbot-generated answers they cannot defend. The response is not an
unenforceable ban, but a culture in which an answer must include a principle and working. There
is also a risk that the teacher’s voice will be replaced by AI. Recorded voice-overs in the author’s
voice, home videos, and the Oblique–Asterix cartoons help preserve human presence.
Copyright and provenance require continuous attention. Public clips must be properly attributed
and used within applicable platform and rules. AI-generated figures must not be presented as
experimental photographs. Dangerous experiments are not assigned. Sustainability is another
concern: one volunteer is effectively operating a small media unit, and the participating teachers
are only the beginning of a succession plan that I have in mind.
All third-party material is either created by the author, generated under the author’s direction with
generative AI tools, or used under applicable educational fair-use provisions with clear attribution.
Public video clips, textbook diagrams or any other external content, when used, are credited at the
point of posting (source, creator and date). AI-generated images and animations are are never
presented as experimental photographs. No copyrighted character likenesses beyond the brief,
transformative cartoon dialogues described above are used.
9. A modest agenda for adoption and study
Teachers can begin with one concept poster per week, one motion–graph GIF, one voiceover
worked numerical, and one single-attempt HTML quiz. Research should use a concept inventory,
implement the multimodal curve, and compare outcomes with a class receiving conventional notes
and textbook problems alone with a group that is taught by this method. As of now it is a
supplement. Interviews could examine students who attempt challenges but avoid quizzes, or
collect certificates without explaining the underlying ideas.
Two especially useful questions are whether pairing filmed motion with a real-time graph improves
kinematic-graph understanding, and whether a certificate for a timed single-attempt quiz increases
the willingness to attempt a challenge. These are planned in the next phase of this experiment.
10. Conclusion
A free WhatsApp group is an unlikely but practical place to teach physics because it is where
students already are. This initiative uses AI as an assistant rather than as a know all and combines
several representations deliberately: a poster isolates an idea, a GIF or home film makes it move,
a PDF and voice-over show how a number is obtained, an HTML app controls study, a timed quiz
tests understanding under constraint, a challenge tests transfer when the first formula fails, and
Oblique and Asterix return the idea as dialogue.
The model is a practitioner’s proposal, not a completed proof of the efficacy of the model. Its
central claim is simple if Class 11 students are to learn physics and master the concepts, they must
use concepts in calculation confidently and a multimodal approach to explain the concept is
effective.7
Acknowledgements
The students and teachers in the WhatsApp group have provided the initiative’s practical test by
staying, arguing, attempting problems, and identifying unclear material. No funding was received
or fee charged. The named tools were used as publicly available services, their owners bear no
responsibility for the pedagogical choices described here.
Declaration and practical safeguards
The initiative is a free, voluntary educational practice conducted through a single WhatsApp group.
Participation requires no fee and no formal enrolment. The group is moderated by the author and
a small number of practising physics teachers. Students are advised not to share personal contact
details or photographs of themselves or classmates. When a student’s written work is discussed, it
is either anonymised or the discussion is moved to a private message. No identifiable student data,
screenshots of personal chats, or examination scores have been collected or reported. The
manuscript contains only general qualitative observations of group activity.
Materials posted in the group (posters, GIFs, HTML links, voice-overs and PDFs) are intended for
the educational use of members. Members are asked not to redistribute the materials outside the
group for commercial purposes. The author retains copyright in original content created for the
programme.
References
1. Bouhnik, D., & Deshen, M. (2014). WhatsApp goes to school: Mobile instant messaging
between teachers and students. Journal of Information Technology Education: Research,
13, 217–231. https://doi.org/10.28945/2051
2. Klieger, A., & Goldsmith, L. (2020). Expanding physics learning beyond classroom
boundaries—a case study. Physics Education, 55(2), 025004.
https://doi.org/10.1088/1361-6552/ab5d68
3. John, D. K., & Sreedevi, P. S. (2021). Effect of social media enabled learning in enhancing
achievement in physics at higher secondary level. Voices of Teachers and Teacher
Educators, 10(1), 141–145.
4. Boateng, G., Atompoya, E., Badu, P., John, S., Ansah, S., Agyeman-Budu, P., & Kumbol,
V. W.-A. (2026). Adesua: Development and feasibility study of an AI WhatsApp bot for
science learning in West Africa. arXiv:2605.15376. https://arxiv.org/abs/2605.15376
5. National Council of Educational Research and Training. Physics: Textbook for Class XI.
New Delhi: NCERT.
Till date 10 chapters have been covered and several multimodal methods have been shared. Asmall
sample of the material prepared and used can be accessed from the links given below. Pdf primers
of each topic, question papers, animated videos, PPT with audio etc have not been shared. Any
errors in the material that may have crept in is solely due to the author and may be pointed out.The
author urges the reader to check out the material shared. Comments and suggestions for
improvement would be welcome. Any class XI student or teacher who desire to join the SimplePhysics WhatsApp group may contact me via email at [email protected]
Copy and paste the link in any Browser like chrome to view the material
Mode Topic Link
Concept poster Wave motion https://tinyurl.com/2enn6zdu
MCQs & Solution Wave motion https://tinyurl.com/msau274j
Voice over
(Worked Examples)
Wave motion https://tinyurl.com/3zptctby
Challenge
Numerical
Conservation of Mech energy
frictional force and work energy
theorem
https://tinyurl.com/w557xzd8
Gifs Projectile motion https://tinyurl.com/mrxtnffv
Graphs Projectile Motion https://tinyurl.com/4b4fk36h
Experiment(HTML) g by Simple Pendulum https://g-simplependulum.netlify.app/
Home Videos Bernoulli’s principle and
Modern Mop
https://tinyurl.com/2fbn2at6
Quiz (HTML) https://quiz-oscillations.netlify.app/
HTML file Physics Dictionary https://dictionary1pu.netlify.app
About the author.
K M Raghavendran has close to four decades of experience as a Physics teacher in Higher
secondary and UG level. He is a life member of IAPT since 1986 and one of the founding
members of Karnataka Physics Association (KPA). He is passionate about teaching Physics
and adopting ICT in classrooms. Currently he is the president of IAPT sub RC12A.This article
is based on an evolving pedagogical attempt he is involved in currently.
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