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

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
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preprint

From Multiphysics Conflict to Computational Substrates: Differentiable Structural Synthesis and Stoppable Active Foundations under SBE/DSR

Titan G.
Zenodo (CERN European Organization for Nuclear Research)
VLSI and FPGA Design Techniques
preprint

From Multiphysics Conflict to Computational Substrates: Differentiable Structural Synthesis and Stoppable Active Foundations under SBE/DSR

Titan G.
preprint en

Abstract

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.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
VLSI and FPGA Design Techniques
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From Multiphysics Conflict to Computational Substrates: Differentiable Structural Synthesis and Stoppable Active Foundations under SBE/DSR — Titan G. · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS