Skip to content
Materials Science

The periodic table was already in the engine

xTB and MACE have always covered every element. Drug discovery used the organic corner. Eight tools now open the rest — OLED emission, electrolyte stability, reaction feasibility, activation barriers. Same compute layer. Same MCP endpoint. Your AI reasons about batteries, displays, and catalysts without a new credential or a new dashboard.

8Tools · same endpoint
Every elementANI-2x + MACE-MP-0
0.003 VCalibration MAE · nitriles
<400msGeometry · NNP

Four workflows

Each self-contained. Each serving a different application domain.

Tool inventory

8 tools across 5 domains. All available on Novo Compute.

OLED & Emitters

predict_frontier_orbitals

HOMO, LUMO, gap, S1/T1 energies, oscillator strength, device role classification. 14 OLED-relevant motifs detected automatically.

run_excited_states

Full singlet/triplet ladder via sTDA-xTB. Oscillator strengths for singlet-triplet gap screening.

Electrolyte Stability

predict_redox_potential

Oxidation and reduction potentials via xTB thermodynamic cycle. Per-class calibration. Five reference electrodes. Four voltage windows.

Reaction Feasibility

predict_reaction_thermodynamics

ΔG, ΔH, TΔS, K_eq per species. Confidence tiering for organic, mixed, and metal-containing systems.

find_transition_state

CI-NEB activation barrier and minimum energy path. Forward and reverse barriers. TS geometry.

run_qm_hessian

Vibrational frequencies, ZPE, Gibbs corrections. Confirms transition states (one imaginary frequency) or true minima (none).

Inorganic Discovery

search_materials_project

Search 150K+ inorganic materials by formula, chemical system, or material ID. Band gaps, formation energies, stability.

Shared Compute

optimize_geometry_nnp

Fast geometry optimization via ANI-2x (organic) or MACE-MP-0 (universal). ~10x faster than xTB.

Computing beyond the organic corner

Every element. Same endpoint. Sign up and run your first materials calculation.