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Advanced Materials

The periodic table, not just the organic corner.

Frontier orbitals, excited states, and TADF screening for OLED hosts and emitters — with known-material lookup against the Materials Project. Materials work is a toolkit, not a funnel: the same engine that powers a targeted deep dive also runs a high-throughput screen. Pick the workflow that fits the question.

predict_frontier_orbitalsrun_excited_statessearch_materials_projectcompute_energyrun_qm_calculationrun_conformer_search
One instruction

What it looks like in practice.

any MCP-compatible assistant
you Screen these TADF candidates for a small singlet-triplet gap and report HOMO/LUMO.
computed frontier orbitals with predict_frontier_orbitals
ran run_excited_states (sTDA-xTB) on 12 emitters
flagged 3 with ΔE(S1−T1) < 0.15 eV for TADF
cross-referenced known hosts via search_materials_project
Benchmarked

The accuracy, stated plainly.

sTDA
xTB excited
states
xTB
+ CREST
conformers
NNP
AIMNet2 /
MACE / ANI-2x
MP
Materials Project
lookup

Frontier orbitals and excited states

HOMO/LUMO, singlet–triplet gaps, and excited-state energies for emitter design. RDKit geometry feeds the excited-state model so aromatic bonds stay honest.

TADF screening

Screen candidate emitters for a small singlet–triplet gap and the photophysics that make thermally activated delayed fluorescence work.

Known-material lookup

Query the Materials Project for established hosts and inorganic materials, so a novel screen starts from what is already known rather than from zero.

A general quantum stack underneath

xTB, CREST, and neural-network potentials (AIMNet2, MACE, ANI-2x) for geometry, conformers, and energies — the same engine across every materials question.

Research preview

Point the quantum stack at your materials problem.

NovoMCP is open to a small group of PIs, postdocs, and research engineers. Tell us what you are working on.