Duhem and a few other Catholic historians of science undoubtedly saw in medieval science a credit to Catholic faith. Duhem himself viewed science in the Middle Ages as a proof of Christ's promise that those who seek first the Kingdom of Heaven will reap benefits on earth as well.
[SLJ "Medieval Creativity in Science and Technology" in Patterns or Principles and Other Essays]
...Gilson's profound conviction [was] that all intellectual work should promote the Kingdom of God as a service under Christ the King...
[SLJ "Gilson and Science" in Patterns or Principles and Other Essays]
"For religion all men are equal, as all pennies are equal, because the only value in any of them is that they bear the image of the King."
[GKC Charles Dickens CW15:44]
Let us always do as these great Masters have indicated: in lab, or office, in classroom or library, at home or at work: let us seek first Christ's kingdom, and all our work be in service of others thereby serving Christ the King.