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Create comprehensive strategic document outlining how Morphogen can address the four fundamental gaps in superconductivity physics:

  1. Strongly correlated electrons - no predictive microscopic theory
  2. Predictive design rules - cannot design superconductors systematically
  3. High-pressure hydrides beyond BCS - understanding anharmonicity
  4. Interacting orders & flat-band physics - unified treatment

Proposes Condensed Matter Physics (CMP) Suite with 7 new domains:

  • QuantumDomain: Tight-binding, band structure, Fermi surfaces
  • LatticePhononDomain: Phonons, anharmonicity, electron-phonon coupling
  • ManyBodyDomain: Correlated electrons, DMFT, QMC
  • TopologyDomain: Berry curvature, topological invariants
  • MagneticOrderDomain: Spin models, magnetic phases
  • MaterialsDesignDomain: Inverse design, parameter exploration
  • SuperconductivityDomain: Pairing analysis, Tc estimation

Key advantages of Morphogen for this application:

  • Multi-domain integration (electronics + phonons + optimization)
  • Deterministic execution for reproducible science
  • Type-safe physical units
  • MLIR compilation for performance
  • Unified computational environment

Includes 6-phase implementation roadmap spanning ~18 months, validation strategy, and vision for transforming computational materials discovery from post-hoc explanation to predictive design.

This validates Morphogen for professional scientific computing and demonstrates the platform's unique value proposition.

Create comprehensive strategic document outlining how Morphogen can
address the four fundamental gaps in superconductivity physics:

1. Strongly correlated electrons - no predictive microscopic theory
2. Predictive design rules - cannot design superconductors systematically
3. High-pressure hydrides beyond BCS - understanding anharmonicity
4. Interacting orders & flat-band physics - unified treatment

Proposes Condensed Matter Physics (CMP) Suite with 7 new domains:
- QuantumDomain: Tight-binding, band structure, Fermi surfaces
- LatticePhononDomain: Phonons, anharmonicity, electron-phonon coupling
- ManyBodyDomain: Correlated electrons, DMFT, QMC
- TopologyDomain: Berry curvature, topological invariants
- MagneticOrderDomain: Spin models, magnetic phases
- MaterialsDesignDomain: Inverse design, parameter exploration
- SuperconductivityDomain: Pairing analysis, Tc estimation

Key advantages of Morphogen for this application:
- Multi-domain integration (electronics + phonons + optimization)
- Deterministic execution for reproducible science
- Type-safe physical units
- MLIR compilation for performance
- Unified computational environment

Includes 6-phase implementation roadmap spanning ~18 months,
validation strategy, and vision for transforming computational
materials discovery from post-hoc explanation to predictive design.

This validates Morphogen for professional scientific computing
and demonstrates the platform's unique value proposition.
@scottsen scottsen merged commit 7c9a5d9 into master Nov 21, 2025
2 of 27 checks passed
@scottsen scottsen deleted the claude/superconductivity-physics-gaps-01JbzPffMPSUW2PkbUSf69k6 branch November 21, 2025 19:04
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3 participants