Yes, there is no problem with using ceramic capacitors.

When using ceramic capacitors, please pay attention to the following items.
・Depending on the dielectric material, the capacitance may vary greatly depending on temperature, DC bias, and AC signal level.
• Due to the piezoelectric properties of dielectrics, vibrations and mechanical shocks can be converted into AC noise voltages.

Please also refer to this link.