iDiscover

The four iDiscover engines, each on its own route. Panels submit only what you type and render only what the engine returns.

Cellular reversion (optimal transport) — POST /api/synomics/idiscover/cellular-reversion

Minimum-energy transport plan from a diseased distribution back to a healthy reference. Returns the Wasserstein distance and top per-gene revert commits.

Diseased matrixone cell per line, gene values separated by commas

Healthy reference matrixsame gene columns

Gene namesoptional, one per column

topKoptional

regoptional Sinkhorn regularisation

Hypergraph causal discovery — POST /api/synomics/idiscover/hyper-causal-discovery

Hyper-NOTEARS: discover multi-way causes from data, or verify a weighted adjacency for causal loops. A detected cycle is rejected by the engine.

Data matrixrows = samples, columns = nodes

Node namesoptional

maxOrderoptional hyperedge tail size

edgeThresholdoptional

GFlownet generative chemistry — POST /api/synomics/idiscover/gflownet-sample

Samples a diverse set of molecules proportionally to a real computed reward. Only engine-returned SMILES and reward values are shown.

objective

nSamplesoptional

topKoptional

iterationsoptional

seedoptional

Federated consortium (ZKP survival) — POST /api/synomics/idiscover/federated-zkp

Per-site cryptographic receipts and an aggregate log-rank test, including the tamper-rejection check.

This engine has its own multi-site form. Open the federated consortium page.