Topic
scientific computing
Technology Software #python#julia
Python Is So Slow. Can Julia Solve the Two-Language Problem?
Python's slowness forces researchers to rewrite performance-critical code in faster languages like C++ or Rust, creating the two-language problem. Julia, a language launched in 2012, promises to be as easy as Python yet as fast as C. The article traces the history of the two-language problem from APL to Julia.
Jul 13, 2026 1 source
Artificial Intelligence #machine learning#physics-informed
Geometry-Aware Neural Operator Cuts Simulation Time for Plate Structures from Hours to Milliseconds
Researchers propose MR-GVNO, a geometry-aware variational neural operator for Mindlin-Reissner plate problems. The model uses boundary point clouds and cross-attention to predict responses on irregular domains, achieving millisecond-level inference without labeled training data.
Jun 16, 2026 1 source