11 citations · 12 across the 3 of their papers we have counts for
3 papers
Neuro-symbolic partial differential equation solver
Pouria Mistani, Samira Pakravan, Rajesh Ilango +2
We present a highly scalable strategy for developing mesh-free neuro-symbolic partial differential equation solvers from existing numerical discretizations found in scientific comp…
JAX-DIPS: Neural bootstrapping of finite discretization methods and application to elliptic problems with discontinuities
Pouria Mistani, Samira Pakravan, Rajesh Ilango +1
We present a scalable strategy for development of mesh-free hybrid neuro-symbolic partial differential equation solvers based on existing mesh-based numerical discretization method…
Improving Small Molecule Generation using Mutual Information Machine
Danny Reidenbach, Micha Livne, Rajesh K. Ilango +2
We address the task of controlled generation of small molecules, which entails finding novel molecules with desired properties under certain constraints (e.g., similarity to a refe…