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I assume that by Sobolev topology you mean the topology induced by the Sobolev norm. Since all normed spaces are metric spaces the affirmative answer to your question follows from the fact that all metric spaces are paracompact. See e.g. A new proof that metric spaces are paracompact by Mary Ellen Rudin (pdf).