Penn researchers have developed a smarter AI method for solving notoriously difficult inverse equations, which help ...

Penn Engineers have developed a new way to use AI to solve inverse partial differential equations (PDEs), a particularly ...

Scientists have developed a new AI method that can work backward from patterns to uncover the hidden processes driving them.

Researchers at the University of Pennsylvania have solved a persistent obstacle in computational mathematics: how to reliably ...

A ripple tells you something happened, but not exactly what. That is the core problem behind a hard class of equations that ...

Partial differential equations (PDE) describe the behavior of fluids, structures, heat transfer, wave propagation, and other physical phenomena of scientific and engineering interest. This course ...

Engineers at the University of Pennsylvania have developed an AI technique using 'mollifier layers' to solve complex inverse partial differential equations more efficiently and with greater stability.