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 |
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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 |
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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 |
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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 |
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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 |
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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. |