openalexZenodo (CERN European Organization for Nuclear Research)2026-07-26
From Differential Equations to Deep Networks: A Unified Applied Mathematics and Computer Science Framework for Physics-Informed Computational Mechanics
Here’s a line that’s been true for a while now but that we don’t talk about enough: the oldwalls between pure mathematical analysis, numerical computation, and mechanical modelingare quietly coming down, and modern scientific machine learning is basically the wreckingball. In thi…