Welcome to the Scaling Group

 

Scientific Computing and Intelligence Group (Scaling Group) is in the Department of Mathematics at National University of Singapore, led by Dr. Liu Yang (杨柳).

We aim to:

  • Build modern scalable AI for scientific challenges, including multi-physics prediction, control design, inverse problems, etc.
  • Address some important fundamental questions in AI, including how to enhance accuracy and efficiency, how to generalize from easy to hard tasks, how emergent capabilities arise, etc.

These application challenges are connected by the fundamental questions underlying.

We are looking for passionate new students, postdocs, and visiting scholars to join the team (more info) !

News

Jan 6-9 2025

Liu Yang will participate the IMS Young Mathematical Scientists Forum in NUS.

Nov 25 2024

Our new paper Vision In-Context Operator Networks for Multi-Physics Fluid Dynamics Prediction is on arXiv. This work was done in collaboration with researchers from UCLA and UCSD.

Sep 17-27 2024

Liu Yang will visit Tsinghua University in Beijing. Let me know if you are around and interested in meeting up!

Jul 31 2024

Our lab is officially starting, welcome new members!

... see all news