Songming Liu
9 papers
· 2022–2025
· 3 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(3)
π
Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π
Trend Setter
Conferences
ICML (6)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
partial differential equation
(5)
domain decomposition
(2)
neural operator
(2)
neural network optimization
(2)
physics-informed neural network
(2)
scientific machine learning
(2)
geometric learning
(1)
physics simulation
(1)
non-uniform datum
(1)
finite element method
(1)
surrogate modeling
(1)
geometric gating
(1)
gradient momentum
(1)
multiscale training
(1)
numerical analysis
(1)
neural network
(1)
loss reweighting
(1)
multi-scale training
(1)
irregular mesh
(1)
transformer architecture
(1)