When the 2 μF capacitor is connected in parallel with the 1 μF uncharged capacitor, the total charge is conserved. Using the formula for capacitors in parallel, the final voltage across both capacitors is determined to be 40 V. This is because the voltage in a parallel configuration remains the same across both capacitors.