The ‘10 Martini’ Proof Connects Quantum Mechanics With Infinitely Intricate Mathematical Structures

The proof, known to be so hard that a mathematician once offered 10 martinis to whoever could figure it out, uses number ...

Machine learning workflow enables faster, more reliable organic crystal structure prediction

Prediction of crystal structures of organic molecules is a critical task in many industries, especially in pharmaceuticals ...
Investopedia

What Is a Headhunter? What They Do and How They're Paid

Will Kenton is an expert on the economy and investing laws and regulations. He previously held senior editorial roles at Investopedia and Kapitall Wire and holds a MA in Economics from The New School ...
IEEE

Finding Hamiltonian Cycles with Graph Neural Networks

Abstract: We train a small message-passing graph neural network to predict Hamiltonian cycles on Erdos-Renyl random graphs in a critical regime. It outperforms existing hand-crafted heuristics after ...
IEEE

Late Breaking Results: Novel Discrete Dynamic Filled Function Algorithm for Acyclic Graph Partitioning

Abstract: A parallel simulation that partitions a large circuit into sub-circuits is widely used to reduce simulation runtime. To achieve higher simulation throughput, we shall consider signal ...