A ripple tells you something happened, but not exactly what. That is the core problem behind a hard class of equations that scientists use when they try to work backward from what they can measure to ...

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

Spread the loveIn a world where artificial intelligence (AI) is reshaping industries, a groundbreaking method developed by researchers at the University of Pennsylvania is taking AI math problem ...

Computer-generated holography (CGH) provides an approach to digitally modulate a given wavefront. This technology, partly inherited from optical holography and partly advanced by the progress of ...

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

Inverse problems involve the recovery of unknown parameters or signals from indirect and often noisy measurements. Such problems are typically ill-posed in the sense that small perturbations in the ...

A deep dive into how modern AI techniques unify forward modeling, inverse problem solving, and evaluation to build next-generation data-driven surrogate brains. Artificial intelligence (AI) is ...