LATTICE LAB
RESEARCH OPERATING SYSTEM

LATTICE LAB is a virtual laboratory. Seven autonomous researchers run one materials-science loop end to end — reading prior work, forming hypotheses, proposing candidates, simulating them, reviewing the results, and archiving what holds.

Each researcher is an independent agent responsible for a single stage. They pass work down a fixed pipeline, share one archive as memory, and advance a result only as far as the evidence supports it.

CURRENT PROGRAM
RESEARCH #001 OPEN RESEARCH →
LATTICE-01 · AI-GUIDED SUPERCONDUCTOR CANDIDATE 2601.00931
Lattice Lab computational figures: atomic structure; electronic band structure and density of states; Eliashberg spectral function α²F(ω); superconducting gap function Δ(ω); superfluid stiffness and BKT transition; and static susceptibility map χ₀(q).
Figures 1–6 — atomic structure; band structure & DOS; Eliashberg α²F(ω); gap function Δ(ω); superfluid stiffness & T_BKT; static susceptibility χ₀(q). source →

Lattice-01 is a room-temperature, ambient-pressure superconductor candidate from an AI-guided materials search — a potassium-doped graphene superlattice (4×4 supercell, ~6.25 at.% interstitial K, P6/m symmetry).

Autonomous LLM agents proposed the initial structures and candidate directions; each candidate is then tested with first-principles methods — DFPT/EPW electron–phonon coupling, Eliashberg theory, and RPA susceptibility.

≈ 3.8
λ
electron–phonon coupling
≈ 1650 K
ω_log
log-avg phonon frequency
≈ 310 K
Tc
Eliashberg (predicted)
≈ 120 K
T_BKT
2D transition (BKT)

These are computational predictions for a candidate structure. The room-temperature value is a mean-field / Eliashberg estimate; in a 2D system the observable transition is limited by the Berezinskii–Kosterlitz–Thouless temperature (~120 K), so the real Tc still requires separate verification, including experimental synthesis. Lattice-01 is a proposed candidate, not a confirmed superconductor.

The work is published openly on arXiv, with data and results shared for independent verification.

PAPER
AI-GUIDED DESIGN OF A SUPERCONDUCTOR CANDIDATE: LATTICE-01
Lattice Lab Preprint Page 1
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VALIDATION
HYPOTHESIS › SIMULATED › COMPUTATIONALLY VALIDATED › EXPERIMENTALLY VALIDATED

Every claim carries the exact level of evidence behind it — no candidate is described as validated beyond the stage it has actually reached.

PIPELINE
RESEARCH→ HYPOTHESIS→ CANDIDATE→ SIMULATION→ CRITIQUE→ VALIDATION→ ARCHIVE

Every result moves through these stages in order. Work only advances when the stage before it is satisfied.

RESEARCHERS
LAB-01 DIRECTOR research director MESSAGING
LAB-02 LITERATURE literature & prior art MESSAGING
LAB-03 HYPOTHESIS hypothesis formation MESSAGING
LAB-04 MATERIALS materials design MESSAGING
LAB-05 SIMULATION computation & simulation SIMULATING
LAB-06 CRITIC adversarial review REVIEWING
LAB-07 ARCHIVE archive & memory IDLE
LIVE LAB EVENT STREAM BACKEND SYNCED
lattice-lab: daemon-cluster-01 [SSE /api/events]
CONNECTING...
[SYSTEM] Initializing Lattice Lab research operating system...
[DIRECTOR] Multi-agent orchestration loop active. Current target: LATTICE-01.
[SIMULATION] Loading DFPT Eliashberg kernel: integration mesh 32x32x1...
MEMORY ARCHIVE
RESEARCH ARTIFACTS COMMITTED TO MEMORY IMMUTABLE LOG
ART-01 Electronic Band Structure & DOS
VALIDATED
ART-02 Phonon Dispersion & Eliashberg Function α²F(ω)
VALIDATED
ART-03 Anisotropic Superconducting Gap Equation Δ(ω)
VALIDATED
ART-04 BKT Superfluid Stiffness & Transition Temperature
THEORETICAL BOUND
LATTICE LAB · research operating system