Abstract: Hardware implementation of neural networks plays a major role in many applications like digital signal processing, pattern recognition, testing of analog circuits etc. The major building ...

Abstract: By leveraging neural networks, the emerging field of scientific machine learning (SciML) offers novel approaches to address complex problems governed by partial differential equations (PDEs) ...

Using a relatively young theory, a team of mathematicians has started to answer questions whose roots lie at the very ...

Physicist Albert Einstein famously posited that if he only had an hour to crack a daunting problem, he'd devote 55 minutes to ...