Centro de Interpretación is in Saelices. Tap the map or the "Get directions" button to see the exact location and the route from your position.
On this listing you can see "Other museums nearby" right below, sorted by proximity. You can also open the full museums in Saelices page for the complete map ranked by distance from your location.