Releases: ShashankSubramanian/GLIA
Releases · ShashankSubramanian/GLIA
Release list
GLIA v1.0
Default compute substrate is GPU
- Forward solvers: nonlinear reaction-advection-diffusion with mass effect and multispecies
- Inverse solvers: tumor initiation location reconstruction and ensemble inversion for complex models
Tumor inversion solver
pre-release: includes beta versions of TIL inversion, ensemble inversion, complex forward models
Tumor L1 regularized solver
Tumor module for L1 and L2 regularized solver with automatic
inversion for all biophysical parameters. Features include:
(1) Compressive sampling on solution vector to enforce sparsity
(2) L2 solvers based on BLMVM optimization solvers
(3) Reaction and diffusivity inversion with biophysical constraints
SIBIATU_moving-patient
Tumor module for SIBIA v1.0.0 moving-patient formulation.
(Incomplete) list of features:
- corrected objective function for tumor
- QN and GNK support for tumor solver