v5.12.0

NeuralPDE v5.12.0

Diff since v5.11.0

Merged pull requests:

• Bump AdvancedHMC (#804) (@ChrisRackauckas)
• build(deps): bump crate-ci/typos from 1.18.0 to 1.18.2 (#805) (@dependabot[bot])
• fix: tstops loss in NNODE (#807) (@sathvikbhagavan)
• refactor: loss functions for NNODE (#808) (@sathvikbhagavan)
• build: bump Optimization packages and use only latest versions for all (#809) (@sathvikbhagavan)

Closed issues:

• NN ODE loss gets squared (#606)
• Problem in replicating INVERSE PROBELM tutorial on ODE (#765)
• Bump CUDA Compat (#810)