NeuroPhonetics LLC also offers
Lab & consulting
Two kinds of work outside language learning: calculations of the electronic structure of materials, and statistics for quality.
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Electronic structure (DFT) Band structures, Fermi surfaces, magnetism, topology, phonons — checked between independent codes. -
Statistics & quality Design of experiments, Gage R&R, SPC and capability, root cause — Six Sigma methods.
Both pictures are schematics that show the kind of work, not results.
Electronic-structure calculations
Density-functional theory (DFT), from the ground state to transport, on high-performance computing.
What we calculate
- Ground state and relaxationsWith systematic convergence studies: cutoffs, k-meshes, smearing.
- Bands, DOS, Fermi surfacesBand structures, DOS and PDOS, Fermi surfaces and quantum-oscillation frequencies.
- DFT+UWith U from linear response or calibration.
- MagnetismCollinear and non-collinear, ordered structures, exchange constants, spin–orbit coupling, magnetocrystalline anisotropy.
- Wannier models and topologyTight-binding models, Berry curvature, anomalous and spin Hall transport, topological indices and band crossings.
- Phonons and transportPhonons and electron–phonon coupling, Boltzmann transport.
- Cross-code agreementPseudopotential results checked against all-electron methods.
The codes
- Quantum ESPRESSO 7.5
- pw.xph.xhp.xprojwfc.xdos.xbands.xfs.x
- SCF, relax, nscf · DFPT phonons and electron–phonon · linear-response Hubbard U
- All-electron, full-potential
- WIEN2kElkFLEURFPLO
- for cross-validation
- KKR
- SPR-KKR
- Wannier and topology
- Wannier90WannierBerriWannierToolsIrRep
- Post-processing
- phonopyBoltzTraP2SKEAFcritic2TB2J
- SKEAF: quantum-oscillation orbits
- Python
- pymatgenASEspglib
Materials
- Magnetic intermetallics and rare-earth compounds
- Transition-metal pnictides and topological semimetals
- Metallic alloys and nitrides
- Superconductor candidates
How we work
- HPC workflowsAutomated, validated input generation.
- Structure and symmetryChecked against the source crystal structure.
- Fail-closed quality gatesA calculation that fails a run-time check stops instead of passing through.
- ProvenanceChecksums and logs for every calculation.
For example
- “Band structure, Fermi surface and Wannier tight-binding model for a given crystal.”
- “Magnetic ground state and anisotropy energy, cross-checked between independent DFT codes.”
Statistics and quality
Six Sigma methods, applied to your process or your data.
- Lean Six Sigma Black Beltthe founder
- ASQ Certified Quality Engineer (CQE)preparing for the exam
What we offer
- Statistical analysisAnalysis and calculations on your data.
- Design of experimentsDOE: planned experiments on your factors.
- Measurement-system analysisGage R&R.
- SPC and capabilityStatistical process control, Cpk and Ppk.
- Hypothesis tests and regressionComparing groups and modeling relationships.
- Root-cause analysisDMAIC: define, measure, analyze, improve, control.
- Sampling plansHow many to check, and which.
How to start
Send the structure (a CIF file) or the dataset, and the question, to .