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HyperAI Super Neural
HyperAI Super Neural
Nov 7, 2025 · Artificial Intelligence

QiankunNet: A Transformer‑Based Framework for Solving the Many‑Electron Schrödinger Equation

Researchers at the University of Science and Technology of China have introduced QiankunNet, a Transformer‑based network that integrates attention mechanisms with quantum wave‑function construction to solve many‑electron Schrödinger equations, achieving near‑FCI accuracy and outperforming traditional coupled‑cluster methods on benchmark molecules.

Many‑Electron SystemsNature CommunicationsQiankunNet
0 likes · 6 min read
QiankunNet: A Transformer‑Based Framework for Solving the Many‑Electron Schrödinger Equation
Beike Product & Technology
Beike Product & Technology
Dec 23, 2021 · Artificial Intelligence

Highlights from the CNCC 2021 Knowledge Graph and Graph Machine Learning Forum

The CNCC 2021 forum brought together leading academics and industry experts to discuss advances in graph neural networks, graph computing for quantum chemistry, and practical applications of knowledge‑graph reasoning in sectors such as real‑estate and online video, showcasing both research breakthroughs and industrial deployment strategies.

Artificial IntelligenceMachine LearningQuantum Chemistry
0 likes · 8 min read
Highlights from the CNCC 2021 Knowledge Graph and Graph Machine Learning Forum