Smart Prioritization Engine
Intelligent ranking of AI-generated thermoelectric material candidates
Materials in Queue
10
Ready for synthesis
In Synthesis
1
Active lab work
Testing Phase
1
Under validation
Avg. Predicted ZT
1.66
Industry standard: 1.0
Avg. Synthesis Cost
£1,493
Per material
Total Candidates
12
AI-generated
Prioritization Weights
Adjust weights to customize material ranking criteria
Predicted thermoelectric figure of merit
Lower synthesis cost preferred
Lower complexity preferred
Lower toxicity preferred
Precursor material availability
Uniqueness of material structure
Market readiness potential
Shorter synthesis time preferred
How it works
Each material is scored on a 0-10 scale for every criterion. The weights determine how much each criterion contributes to the final priority score. Materials are then ranked from highest to lowest priority.
Top 10 Priority Candidates
Materials ranked by priority score (Queued status only)
Highest Score
7.54
Average Score
6.34
Candidates Shown
10
Material Candidates
12 materials • Click any row for details
Rank | Material | ZT | Cost | Complexity | Status | Time | Actions |
|---|---|---|---|---|---|---|---|
#17.5 | Organic PEDOT Composite PEDOT:PSS-Te MAT-012 | 1.1 | £320 | Low | Queued | 5d | |
#27.5 | Magnesium Silicide Alloy Mg₂Si₀.₄Sn₀.₆ MAT-003 | 1.5 | £450 | Low | Queued | 7d | |
#37.1 | Calcium Cobalt Oxide Ca₃Co₄O₉ MAT-009 | 1.2 | £420 | Low | Testing Imperial | 8d | |
#46.8 | Zinc Antimonide Variant ZnSb-Bi₀.₀₃ MAT-005 | 1.3 | £580 | Low | Queued | 10d | |
#56.6 | Lead-Free Skutterudite CoSb₂.₈₅Te₀.₁₅ MAT-004 | 1.9 | £1,600 | Medium | In Synthesis Cambridge | 16d | |
#66.6 | Silicon-Germanium Alloy Si₀.₇Ge₀.₃ MAT-007 | 1.4 | £950 | Medium | Queued | 12d | |
#76.5 | Iron Vanadate Silicide Fe₂VAl-Si₀.₁ MAT-011 | 1.6 | £1,100 | Medium | Queued | 15d | |
#86.3 | Bismuth-Antimony Telluride Composite Bi₀.₅Sb₁.₅Te₃ MAT-001 | 1.8 | £1,200 | Medium | Queued | 14d | |
#95.8 | Copper Selenide Nanocomposite Cu₂Se-rGO MAT-002 | 2.1 | £2,800 | High | Queued | 21d | |
#105.5 | Half-Heusler Titanium Compound TiNiSn₀.₉₈Sb₀.₀₂ MAT-008 | 1.7 | £2,400 | High | Queued | 24d | |
#115.4 | Tin Selenide Composite SnSe-SnTe MAT-006 | 2.3 | £3,200 | High | Queued | 28d | |
#125.3 | Zirconium Nickel Sn Composite ZrNiSn-HfNiSn MAT-010 | 2.0 | £2,900 | High | Queued | 26d |