From Multiphysics Conflict to Computational Substrates: Differentiable Structural Synthesis and Stoppable Active Foundations under SBE/DSR
This preprint establishes Computational Substrates and the Physics-Constrained Neural-Operator and Adjoint Electronic Design Automation (PCNO-EDA) framework. Boards and packages are treated as synthesizable physical entities that must simultaneously organize SI, PI, thermal, and thermo-mechanical reliability relations. PCNO-EDA is explicitly positioned as an inverse-synthesis accelerator and screening layer upstream of commercial EDA, not a replacement for DRC/LVS/sign-off. A three-stage stoppable maturity protocol separates passive multiphysics synthesis (Stage 1, stoppable commercial endpoint) from optional tunable and active reconfiguration stages that require hardware redundancy. This record is a conceptual and theoretical preprint. No original experimental dataset is reported. It is Paper 6 of the SBE/DSR Structural Substrates track and closes the series into a computational-substrate research programme.
Authors
- Titan G. (ORCID: https://orcid.org/0009-0009-3216-6922)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-10-05
- DOI
- https://doi.org/10.5281/zenodo.23140252
- Primary Topic
- VLSI and FPGA Design Techniques
- Type
- preprint