HTML rendering issue

Dear Lyx,

I am using Lyx 2.4.4 on Opensuse Tumbleweed as well as on Windows 10.

I have written and successfully rendered a book in pdf on Statistics
containing a lot of data based examples and computations using R, with the
help of 'knitr' modules.

While I sent the book for publication in pdf format, publishers are also
asking for the same in HTML format too, for their website.

However, the same book successfully rendered in pdf (luatex as well as
pdflatex) is not being rendered in HTML format.

The problem that is shown, is that Lyx is not able to fetch the figures
created by 'knitr' modules, scattered all over the book, in the figure/
subdirectory in the working directory automatically.

While the Lyx is able to fetch these figures from the same sub-directory
successfully for the pdf format, but it CAN NOT fetch the same for
rendering into HTML format.

The same problem happens on Opensuse tumbleweed as well as on Windows.

For reproducing the problem I am attaching below a minimal example Lyx file
from the same book.

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