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?
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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.
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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?
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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.
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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?
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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.
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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?
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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.
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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?
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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.
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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?
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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.
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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?
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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
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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?
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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⁺
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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?
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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
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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?
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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.
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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?
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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.
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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?
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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.
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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?
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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.
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