Crystal Structure Prediction
Run crystal structure prediction workflows from formulas, element sets, or uploaded structures.
Use MaterialsAtlas crystal structure tools for CIF viewing, structure comparison, space group analysis, supercells, POSCAR conversion, and structural screening.
This hub collects browser-based structure utilities for inspecting, transforming, matching, and preparing crystal structures.
This hub collects browser-based structure utilities for inspecting, transforming, matching, and preparing crystal structures.
The Crystal Structure Tools hub focuses on CIF-centered workflows: visualization, supercell construction, POSCAR conversion, symmetry checks, structural comparison, and batch structure screening. It is meant for researchers who need to inspect structures before simulation, publication, database curation, or novelty checks.
Run crystal structure prediction workflows from formulas, element sets, or uploaded structures.
Filter out formulas that pass charge neutrality screening.
Check whether neutral oxidation-state assignments also satisfy a Pauling electronegativity screen.
Predict formation energy and energy-above-hull style screening values.
Calculate energy above the Materials Project convex hull from formula energy, CIF energy, or an approximate MACE-predicted energy diagnostic.
Run Pauling-style formula checks and tolerant CIF structure-risk screening.
Predict element oxidation states for formulas or CIF structures using BERTOS, pymatgen, oxi.matr.io PNAS, or TOSS.
Rank formula or CIF candidates by composition-based or structure-aware synthesizability scoring.
Filter CIF structures by ML-potential phonon dynamic-stability screening.
Predict lattice constants from formula or structure inputs.
Predict space group, crystal system, and related cell parameters.
Compare CIF structures, remove duplicates, cross-reference known libraries, filter novel candidates, and visualize structure clusters.
Find thin-film substrate candidates with low lattice mismatch, orientation hints, strain state, and simple domain-matching suggestions.
Compute d-orbital splitting, occupancy, spin-only magnetic moment, CFSE, and a first-pass color estimate.
Analyze SEM/TEM micrographs for grain-size distribution, porosity fraction, and aspect-ratio metrics.
Compare empty and intercalated host structures to estimate volume change, axis strain, and electrode degradation risk.
Mask element identities in CIF/POSCAR files while preserving lattice, fractional coordinates, site ordering, and topology.
Generate CSL bicrystal grain boundaries and basic two-surface interface stacks from CIF/POSCAR structures.
Search recent materials papers and extract evidence-backed property values into structured citation tables.
Simulate powder XRD patterns from structures and compare two structures with peak-shift summaries.
Normalize, overlay, compare, and annotate XAS/XANES spectra; generate FEFF/FDMNES inputs from candidate structures.
Parse gamma-point phonon modes, classify Raman/IR activity when available, and simulate broadened spectra.
View material structures from CIF or database records.
Prepare, validate, and package DFT input files from uploaded crystal or molecular structures.
Generate multi-step DFT workflow directories such as relax-static-bands-DOS from one uploaded structure.
Run short MACE/CHGNet molecular dynamics from uploaded structures and analyze RDF, MSD, temperature, energy drift, and stability.
Batch-relax uploaded CIF structures with MatterSim or NequIP and export relaxed CIFs plus summary tables.
Check element coverage, code-specific pseudopotential requirements, and common setup risks before submitting DFT.
Generate cutoff, k-point, and vacuum convergence-test input series from one uploaded structure.
Build surface-slab setup checklists and starter DFT packages from uploaded structures.
Prepare adsorption-energy calculations and compute E_ads from slab, adsorbed slab, and reference energies.
Convert uploaded structures into starter input packages for another DFT code.
Generate high-symmetry band-structure k paths for VASP and Quantum ESPRESSO.
Fit electron and hole effective masses from band-edge curvature in DFT band-structure data.
Compare initial and relaxed structures and report geometry changes.
Generate interpolated NEB image structures between two endpoint structures.
Generate vacancy/substitution defect structure folders and a reproducible defect workflow index.
Generate ordered representative structures for partial substitutions, alloys, and solid solutions.
Generate prototype polymorphs, Bain paths, and strained structures as relaxation-ready CIF/POSCAR starting points.
Generate random-packed amorphous starting cells plus melt-quench MD schedules and ASE/MACE, VASP, or LAMMPS setup files.
Generate starter phonopy, VASP finite-displacement, and QE ph.x input files.
Parse phonopy/QE phonon outputs, flag imaginary modes, plot phonon band/DOS/thermal curves, and export mode data.
Generate finite-strain structures and static-calculation inputs for elastic tensor fitting.
Generate simple top and bridge adsorption-site candidates from a slab structure.
Estimate work function and surface dipole metrics from vacuum/Fermi levels or potential profiles.
Explore elemental properties, trends, filters, and selected element sets for materials discovery.
Generate composition or structure features for machine learning workflows.
Recommend n-type and p-type dopants from a formula or CIF, with optional doped CIF generation.
Train or run machine-learning predictions from structure features.
Find materials with similar crystal structures.
Convert between CIF and POSCAR-style structure files.
Generate supercells from uploaded structure files.
Enumerate ordered supercell configurations for partially occupied or substitutionally disordered crystals.