Guide

XRD phase identification should be evidence-based.

A good phase assignment is not just a material name. It is a chain of matched peaks, missing peaks, unexplained peaks and scientific judgment.

Match

Which observed peaks support the candidate phase?

Miss

Which expected peaks are absent or too weak?

Explain

Which peaks remain unexplained after assignment?

Start with the observed peaks

The first step is not naming the compound. It is building a reliable list of observed peaks with positions, relative intensities and uncertainty.

Noise threshold, background subtraction and peak width assumptions can change the peak list. That is why a phase identification result should show the settings and not only the final label.

Compare against candidate reference patterns

A candidate phase becomes plausible when multiple measured peaks line up with a reference pattern under the same wavelength assumption.

The opposite evidence matters too. If a reference pattern predicts strong peaks that are absent, the assignment should be treated carefully.

  • Use several peaks, not a single dominant peak.
  • Check whether peak shifts are systematic or random.
  • Inspect unmatched observed peaks for impurities, substrate peaks or artifacts.

Use structure and refinement as additional context

CIF-derived structure information helps explain why peaks should exist and how lattice changes can shift positions.

Refinement-style fitting can support a phase assignment, but it should not be treated as magic. Residuals, Rwp, Rp, GOF and parameter plausibility all matter.

Preserve the decision

The best phase identification workflow leaves a review trail: what was matched, what was ignored, what remains uncertain and what should be measured next.

That review trail becomes especially valuable when a lab compares many samples across dopant ratios, annealing temperatures or synthesis batches.

What it does

Built around scientific evidence.

Why phase identification is hard

Real diffraction patterns contain noise, preferred orientation, broad peaks, substrate signals, overlapping phases and small impurity peaks. A confident-looking label can still be wrong if the evidence is hidden.

  • Single strong peaks can create false positives.
  • Small impurity phases can explain important unmatched peaks.
  • Peak shifts can come from strain, doping, calibration error or chemistry.

What a useful XRD tool should show

Researchers need to inspect the measured pattern, reference pattern, peak table, residuals and candidate phases in one place.

  • Matched peaks and missing reference peaks.
  • Unexplained observed peaks with intensity and position.
  • Structure information such as lattice, symmetry and atomic sites when available.

How SciPhys approaches the workflow

SciPhys makes phase evidence visible and connects it to refinement outputs, structure data, literature context and exportable reports.

  • Keep the assignment reviewable by students and advisors.
  • Export figures and tables for papers or group meetings.
  • Preserve the result inside the lab archive for later comparison.

Workflow

From raw files to research decisions.

01

Detect

Create a peak list with visible thresholds and assumptions.

02

Compare

Overlay candidate reference patterns and inspect missing peaks.

03

Review

Use residuals, structure data and lab history before deciding.

FAQ

Questions researchers ask first.

What makes XRD phase identification reliable?+

Reliable phase identification uses multiple matched peaks, checks missing reference peaks, explains unmatched observed peaks and considers structure, sample context and uncertainty.

Can one strong XRD peak identify a phase?+

Usually no. One strong peak can be ambiguous. A phase assignment should be supported by several peaks and should account for expected peaks that are missing.

Why do XRD peaks shift?+

Peak shifts can come from strain, doping, lattice changes, instrument calibration, sample displacement or mixed phases. The shift pattern should be interpreted with sample context.