Potential drop when current flows through a resistor

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projjal
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What is the reason for the potential drop when current flows through a resistor? Is it due to conversion of potential energy of the electrons into thermal energy while flowing through the resistor?
 
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The "volt" has units of joules/coulomb, and the joule is a unit of work. So, yes, in a resistance electrical energy is being converted into thermal energy.