Scales to Play Over D7#11
Every chord is a subset of several scales: any scale that contains all of a chord's tones fits over it. Pick a chord to see the matching scales from its own root, the major keys the chord belongs to, and full fretboard diagrams for every scale on guitar.
A D7#11 chord contains the notes D – F# – G# – C. Any scale that includes every one of those 4 tones fits over it — from the root D, that means D Whole Tone, D Half Whole Diminished and D Gypsy Major. Start with the first scale listed: it is the most common choice, and the others color the same chord tones differently.
D7#11 is not diatonic to any major key — it is a chromatic color chord, so treat it as a moment of tension: lean on its chord tones from the scales above, then resolve to the surrounding key when the progression moves on.