I would tend to agree. A lot of what physics is doing now is proving things through experimentation that we previously posited to exist using math. In relativity there's something called the Terrell-Penrose effect, which was recently proven to exist using lasers and high-speed photography.
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https://archive.is/jxnrh
https://www.theguardian.com/commentisfree/2022/sep/26/physics-particles-physicists