P
Physics World Model
← All principles

CARS — Coherent Anti-Stokes Raman Scattering L1-138

SpectroscopyThird-order nonlinear coherent vibrational microscopyδ=5 · challengingL_DAG = 3📋 Stub — not mineable
📋

Unclaimed Principle — open for contribution

This Principle is declared in the catalog but has no reference solver, no pinned dataset, and is not registered on-chain. There is no reward pool. Submitting a cert against this Principle today will record the cert for reproducibility but pay zero PWM.

To claim it as a Bounty #7 contribution: open a PR adding (1) a reference solver, (2) ≥1 dataset pinned to IPFS, (3) updates to the L3 manifest with dataset CIDs. After verifier-agent triple-review, the founders' 3-of-5 multisig signs PWMRegistry.register() and the Principle becomes mineable.

Forward model E

Two synchronized picosecond pulses (pump omega_p, Stokes omega_s) beat at the vibrational frequency Omega = omega_p - omega_s, driving coherent molecular vibrations; a third photon (often same as pump) probes the coherence, yielding an anti-Stokes signal at omega_AS = 2*omega_p - omega_s. Signal is chi^(3)-driven, scales as I_p^2 * I_s.

L-DAG

L.beat.twocolor -> S.nonlinear.chi3 -> int.temporal
L.beat.twocolorS.nonlinear.chi3int.temporal

Well-posedness W

Existence:
true
Uniqueness:
for known chi_NR; blind case ill-posed due to |.|^2 phase ambiguity
Stability:
conditional
κ:
300

Well-posed for multiplex CARS with full spectrum + max-entropy phase retrieval; ill-posed for narrowband CARS contaminated by chi_NR (distortive interference with Lorentzian chi_R).

Solvability C

Solver class:
CLS (single-frequency), KK (Kramers-Kronig) phase retrieval, max-entropy (Vartiainen 1992), learned CARS-Net, MCR-ALS
Convergence rate q:
2
Complexity:
KK O(H*W*N_omega * log(N_omega)); max-entropy O(H*W*iter*N_omega); learned single forward

Specs (0)

No L2 specs registered yet for this principle.