SPANDA ENGINE v6.0
Zero-Shot Topological
Alignment Engine
Solves complex alignment and thermodynamic inference problems without historical training data. Pure mathematical topology. No weights. No bias. No learned parameters.
Algebraic Connectivity Scoring
Spectral gap analysis for molecular complementarity
Cross-Domain Coherence
Relational structure matching across heterogeneous spaces
Modal Perturbation Ensemble
Multi-conformation thermodynamic sampling
3
DOMAINS
2
POCS VALIDATED
3
REAL DATASETS
APPLICATION DOMAINS
Domain Adapters
Medicine & Biophysics
1M17 Kinase
47.68%
WINNER: Aspirin
Zero-shot molecular screening against protein targets. Upload PDB structures and candidate libraries. The engine scores binding complementarity via algebraic connectivity and cross-domain coherence — no training data required.
Battery Materials
LiFePO4 Olivine
2.11 SNR
WINNER: Ethylene Carbonate
Electrolyte-cathode topological docking for lithium-ion batteries. Maps molecular electrolytes onto crystal lattice surfaces via relational cost topology.
Aerospace Metallurgy
Nb BCC Lattice
1.18 SNR
WINNER: Hf C103 Stabilizer
Structural integrity analysis of crystalline alloys. Maps rigid metallic lattices against dopant clusters via relational cost topology.