Materials Agent Documentation

The Materials Agent provides inorganic chemistry capabilities. It enables materials discovery, property calculations, structure analysis, electronic property determination, and solid-state thermodynamic stability assessment (maybe shifted to PHYS).

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Core Materials Discovery Tools

Tool Name Description Example Prompt Example Answer
GetMaterialByFormula Search for materials by chemical formula to find all known phases and polymorphs.
I need to find all known polymorphs of titanium dioxide (TiO2) for my photocatalysis research. Can you search for materials with this formula?
                            
Found 8 materials with formula TiO2:

1. mp-2657 (TiO₂): Rutile phase
   - Band gap: 3.05 eV (direct)
   - Energy above hull: 0.000 eV/atom (stable)
   - Magnetic moment: 0.00 μB

2. mp-390 (TiO₂): Anatase phase  
   - Band gap: 3.20 eV (indirect)
   - Energy above hull: 0.007 eV/atom (stable)
   - Magnetic moment: 0.00 μB

3. mp-1142 (TiO₂): Brookite phase
   - Band gap: 3.40 eV (indirect)
   - Energy above hull: 0.012 eV/atom (metastable)
   - Magnetic moment: 0.00 μB

Rutile is the most thermodynamically stable phase, while anatase shows higher photocatalytic activity due to its band structure.
                            
GetMaterialById Get detailed material information using Materials Project ID for specific phase analysis.
I'm studying the electronic properties of silicon for semiconductor applications. Can you provide detailed information about mp-149?
                            
Material: mp-149 (Silicon - Diamond Structure)

Basic Properties:
- Formula: Si
- Crystal system: Cubic (Fd-3m)
- Density: 2.33 g/cm³
- Band gap: 1.11 eV (indirect)
- Formation energy: 0.000 eV/atom
- Energy above hull: 0.000 eV/atom (stable)

Electronic Properties:
- Semiconductor (indirect band gap)
- Magnetic moment: 0.00 μB (diamagnetic)
- Dielectric constant: 11.9

This is the standard diamond cubic structure of silicon used in semiconductor industry applications.
                            
SearchMaterials Search for materials containing specific elements with customizable result limits.
I'm looking for novel battery cathode materials containing lithium and transition metals. Can you search for materials with Li, Co, and O elements?
                            
Found 10 materials containing Li, Co, and O:

1. mp-18717 (LiCoO₂): Layered oxide cathode
   - Band gap: 0.93 eV
   - Energy above hull: 0.000 eV/atom
   - Theoretical capacity: ~140 mAh/g

2. mp-24850 (Li₂CoO₃): High-Li content phase
   - Band gap: 1.85 eV  
   - Energy above hull: 0.045 eV/atom
   - Potential high-capacity cathode

3. mp-505521 (LiCo₂O₄): Spinel structure
   - Band gap: 0.00 eV (metallic)
   - Energy above hull: 0.089 eV/atom
   - 3D Li diffusion pathways

These materials show promise for Li-ion battery applications with varying voltage profiles and capacity characteristics.
                            
GetStructure Retrieve detailed crystal structure information including lattice parameters and atomic positions.
I need the crystal structure details of perovskite CaTiO3 (mp-4019) for my structural analysis. Can you provide the lattice parameters and space group?
                            
Crystal Structure: mp-4019 (CaTiO₃)

Lattice Parameters:
- a = 5.381 Å, b = 5.445 Å, c = 7.645 Å
- α = 90.0°, β = 90.0°, γ = 90.0°
- Volume: 223.8 Ų
- Crystal system: Orthorhombic
- Space group: Pbnm (62)

Atomic Positions:
- Ca: (0.0112, 0.0328, 0.25) - 4 sites
- Ti: (0.5, 0.0, 0.0) - 4 sites  
- O: (0.1034, 0.4623, 0.25) - 4 sites
- O: (0.7115, 0.2846, 0.0408) - 8 sites

This is the distorted perovskite structure with GdFeO₃-type tilting of TiO₆ octahedra.
                            

Electronic Structure Analysis Tools

Tool Name Description Example Prompt Example Answer
GetBandStructure Calculate electronic band structure along high-symmetry k-points for semiconductor characterization.
I'm designing a solar cell and need to understand the band structure of gallium arsenide (mp-2534). Can you provide the band gap and dispersion information?
                            
Band Structure Analysis: mp-2534 (GaAs)

Electronic Properties:
- Band gap: 1.44 eV (direct gap)
- Gap type: Direct at Γ point
- Valence band maximum: 0.00 eV (at Γ)
- Conduction band minimum: 1.44 eV (at Γ)

K-point Analysis:
- Direct transition at Γ (0,0,0)
- Excellent for optical applications
- Strong absorption coefficient

Material Classification: 
- Direct band gap semiconductor
- Ideal for photovoltaic applications
- High electron mobility (8500 cm²/V·s)

This direct band gap makes GaAs excellent for solar cells and LEDs compared to indirect gap semiconductors like silicon.
                            
GetDos Analyze density of states to understand electronic structure and bonding characteristics.
I'm studying the magnetic properties of iron oxide Fe2O3 (mp-19770). Can you analyze the density of states to understand the electronic structure?
                            
Density of States Analysis: mp-19770 (Fe₂O₃ - Hematite)

Electronic Structure:
- Band gap: 2.09 eV (indirect)
- Magnetic moment: 4.18 μB per Fe atom
- Spin configuration: Antiferromagnetic

DOS Features:
- Fe 3d states: Strong peaks at -2 to -1 eV (occupied)
- O 2p states: -8 to -2 eV (bonding region)
- Fe 3d unoccupied: 2-5 eV above Fermi level

Magnetic Analysis:
- Fe³⁺ high-spin configuration (d⁵)
- Antiferromagnetic coupling between Fe sites
- Weak ferromagnetic moment due to spin canting

This electronic structure explains hematite's semiconductor behavior and weak ferromagnetism observed experimentally.
                            
BandStructureCalculator Comprehensive electronic property analysis combining band structure and DOS calculations.
I need a complete electronic characterization of zinc oxide (mp-2133) for my transparent conductor research. Can you analyze both band structure and density of states?
                            
Comprehensive Electronic Analysis: mp-2133 (ZnO - Wurtzite)

Band Structure Properties:
- Band gap: 3.44 eV (direct gap at Γ)
- Valence band: O 2p character
- Conduction band: Zn 4s character
- Effective masses: m*e = 0.24m₀, m*h = 0.59m₀

Density of States:
- O 2p states: -8 to -2 eV (valence band)
- Zn 3d states: -6 to -4 eV (semi-core)
- Zn 4s states: 3-6 eV (conduction band)

Electronic Properties:
- Direct band gap semiconductor
- High electron mobility potential
- Transparent in visible region
- N-type dopable (oxygen vacancies)

Material Applications:
- Transparent conducting oxide (with doping)
- UV photodetectors
- Piezoelectric devices
- Varistors
                            

Structural Analysis Tools

Tool Name Description Example Prompt Example Answer
AnalyzeStructure Comprehensive structural analysis including symmetry, coordination, and geometric properties.
I'm investigating the structural properties of lithium iron phosphate (mp-19017) for battery applications. Can you analyze its crystal structure and coordination environments?
                            
Structural Analysis: mp-19017 (LiFePO₄ - Olivine Structure)

Crystal Structure:
- Space group: Pnma (62)
- Crystal system: Orthorhombic
- Lattice: a=10.33 Å, b=6.01 Å, c=4.69 Å
- Volume: 291.5 Ų
- Density: 3.60 g/cm³

Coordination Environments:
- Li⁺: Octahedral (6-coordinate with O²⁻)
- Fe²⁺: Octahedral (6-coordinate with O²⁻)  
- P⁵⁺: Tetrahedral (4-coordinate with O²⁻)

Structural Features:
- 1D Li diffusion channels along [010]
- Corner-sharing FeO₆ octahedra
- Isolated PO₄³⁻ tetrahedra
- Olivine-type framework structure

Battery Implications:
- 1D Li transport (moderate ionic conductivity)
- Stable framework during cycling
- Fe²⁺/Fe³⁺ redox at ~3.4 V vs Li/Li⁺
                            
StructureAnalyzer Advanced structure analysis tool for detailed lattice and symmetry characterization.
I'm studying high-temperature superconductor YBa2Cu3O7 (mp-20674). Can you analyze its complex layered structure and coordination geometries?
                            
Advanced Structural Analysis: mp-20674 (YBa₂Cu₃O₇ - YBCO-123)

Crystal Structure:
- Space group: Pmmm (47)
- Crystal system: Orthorhombic
- Lattice: a=3.82 Å, b=3.89 Å, c=11.68 Å
- Perovskite-derived layered structure

Layer Stacking (along c-axis):
1. CuO chains (Cu1 sites) - 1D conducting chains
2. BaO layers - charge reservoir
3. CuO₂ planes (Cu2 sites) - superconducting layers
4. Y layer - spacer
5. CuO₂ planes (Cu2 sites)
6. BaO layers
7. CuO chains (Cu1 sites)

Coordination Analysis:
- Y³⁺: 8-coordinate (square antiprism)
- Ba²⁺: 10-coordinate (distorted coordination)
- Cu1 (chains): 4-coordinate square planar
- Cu2 (planes): 5-coordinate square pyramid

Superconducting Properties:
- Tc ≈ 93 K (liquid nitrogen temperature)
- CuO₂ planes: primary superconducting component
- CuO chains: charge reservoir and anisotropy source
                            

Thermodynamic Stability Tools

Tool Name Description Example Prompt Example Answer
CalculateFormationEnergy Calculate formation energy and assess thermodynamic stability on the convex hull.
I'm evaluating the stability of a new cathode material Li2MnO3 (mp-18717) for next-generation batteries. Can you calculate its formation energy and stability?
                            
Formation Energy Analysis: mp-18717 (Li₂MnO₃)

Thermodynamic Properties:
- Formation energy: -9.34 eV/atom
- Energy above hull: 0.000 eV/atom
- Stability: Thermodynamically stable

Stability Analysis:
- On convex hull: YES (stable phase)
- Competing phases: LiMnO₂, Li₂O, MnO₂
- Decomposition resistance: High

Battery Material Assessment:
- Stable against decomposition
- High theoretical capacity (~460 mAh/g)
- Operating voltage: ~4.5 V vs Li/Li⁺
- Mn⁴⁺/Mn³⁺ and O²⁻/O⁻ redox activity

Material Challenges:
- First cycle irreversible capacity loss
- Rate capability limitations
- Voltage fade during cycling

Despite challenges, the thermodynamic stability makes this a promising high-energy cathode material.
                            
GetPhaseDiagram Generate phase diagrams to understand phase relationships and stability regions.
I'm working on solid electrolyte development and need to understand the phase stability in the Li-La-Ti-O system. Can you generate a phase diagram for these elements?
                            
Phase Diagram Analysis: Li-La-Ti-O System

Stable Phases Identified:
1. Li₂TiO₃ (mp-5260): -10.89 eV/atom
2. La₂TiO₅ (mp-4670): -11.45 eV/atom  
3. La₂Ti₂O₇ (mp-4892): -11.72 eV/atom
4. Li₄Ti₅O₁₂ (mp-18220): -10.34 eV/atom
5. LaLiTiO₄ (mp-567503): -11.98 eV/atom

Convex Hull Analysis:
- 5 stable phases on convex hull
- 12 metastable phases above hull
- Phase field connectivity established

Solid Electrolyte Candidates:
- LaLiTiO₄: Perovskite structure, potential Li⁺ conductor
- Li₄Ti₅O₁₂: Spinel structure, known fast Li⁺ transport
- Li₂TiO₃: Layered structure, moderate conductivity

Synthesis Implications:
- Avoid reducing conditions (Ti⁴⁺ → Ti³⁺)
- High temperature may be required
- Phase-pure synthesis challenging in quaternary system

Recommended starting composition: LaLiTiO₄ for highest stability and Li content.
                            
PhaseStabilityChecker Comprehensive stability assessment tool for materials design and synthesis planning.
I'm considering synthesizing a new multiferroic material BiFeO3 (mp-25021). Can you assess its phase stability and likelihood of successful synthesis?
                            
Phase Stability Assessment: mp-25021 (BiFeO₃)

Stability Classification:
- Energy above hull: 0.000 eV/atom
- Stability: STABLE (on convex hull)
- Decomposition tendency: None
- Synthesis feasibility: HIGH

Competing Phases Analysis:
- Bi₂O₃: -4.12 eV/atom
- Fe₂O₃: -8.45 eV/atom
- BiFeO₃: -6.89 eV/atom (most stable)

Synthesis Considerations:
- Thermodynamically favored formation
- No competing phases at equilibrium
- Temperature window: 750-850°C optimal
- Atmosphere: Air/O₂ (prevent Fe reduction)

Multiferroic Properties:
- Antiferromagnetic (TN = 643 K)
- Ferroelectric (TC = 1143 K)
- Simultaneous magnetic and electric ordering
- Magnetoelectric coupling present

Synthesis Success Factors:
- High stability ensures phase purity
- Kinetic factors favor perovskite formation
- Single-phase synthesis readily achievable
- Excellent multiferroic performance expected

RECOMMENDATION: Proceed with synthesis - high probability of success.
                            

Comprehensive Analysis Tools

Tool Name Description Example Prompt Example Answer
MaterialsPropertyCalculator Comprehensive materials property analysis combining structural, electronic, and thermodynamic data.
I need a complete materials characterization of graphene (mp-568806) for my nanoelectronics research. Can you provide comprehensive property analysis including structure, electronics, and stability?
                            
Comprehensive Materials Analysis: mp-568806 (Graphene - Single Layer)

STRUCTURAL PROPERTIES:
- Crystal system: Hexagonal (P6/mmm)
- Lattice parameters: a = b = 2.47 Å, c = 20.0 Å (with vacuum)
- Layer spacing: Single atomic layer
- C-C bond length: 1.42 Å
- Coordination: sp² hybridization

ELECTRONIC PROPERTIES:
- Band gap: 0.00 eV (semimetal/zero-gap semiconductor)
- Fermi level: Dirac point at K points
- Carrier mobility: >200,000 cm²/V·s (theoretical)
- Conductivity: Ballistic transport at room temperature
- Quantum Hall effect: Anomalous (half-integer plateaus)

THERMODYNAMIC PROPERTIES:
- Formation energy: 0.00 eV/atom (reference state)
- Stability: Metastable in ambient conditions
- Thermal conductivity: ~5000 W/m·K
- Mechanical strength: 130 GPa (tensile)

NANOELECTRONICS APPLICATIONS:
- Transparent conductors (97.7% transparency)
- High-frequency transistors (>100 GHz)
- Flexible electronics substrate
- Quantum devices and sensors
- Energy storage (supercapacitors)

UNIQUE PROPERTIES:
- Massless Dirac fermions
- Linear dispersion relation E = ℏvF|k|
- Klein tunneling phenomenon
- Anomalous quantum Hall effect

This exceptional combination of properties makes graphene ideal for next-generation nanoelectronics.