First-Principles Superconductor Prediction

Less than a month
IndustryMaterials
Avg Disruption Score5.5
First flagged
Signals2

Electronic-structure and Migdal-Eliashberg calculations that design candidate lattices (boron superatom frameworks, kagome borophene) and forecast their critical temperatures before synthesis, redirecting experimental search.

Developed mainly in: ChinaImpacting: Europe, China, North America and Rest of Asia

A team led by Shoutao Zhang and Hanyu Liu used first-principles calculations with fully anisotropic Migdal-Eliashberg theory to model a tetralayer kagome borophene held together by ABAB covalent stacking. They compute a superconducting critical temperature of 102 K — above liquid nitrogen and the highest yet proposed for an elemental superconductor — driven by interlayer s-pz bonding rather than i…

This is one of 24 signals scored in our latest scan.

Track Them Free For 14 Days →

Since we flagged this

First flagged

23 September 2026 · score 5.0/10

Corroborating sources since flagging

16

In the full record

  • Evolution

    Score over time, Score Jumps and how the evidence built up since the first signal.

  • Thesis

    Paradigm Shift, Commercial Viability, signal strength and the driver of the change.

  • Why this innovation matters

    The full analysis: what is shifting, who is affected and the second-order effects.

  • Forecasted Hypothesis

    What would strengthen this innovation, and what would weaken it.

  • Exposure

    Companies and publicly listed stock symbols linked to this innovation.

  • Every signal

    Each signal with its date, score, flags and original source.

Open the full record free for 14 days → No card needed.

Track every innovation, free for 14 days

Full Analyst access from the first day. No card. Then subscribe to keep it.

  • The radar: every innovation, ranked by Disruption Score
  • Tracked evolution: score over time, Score Jumps and how the evidence built up
  • Thesis and analysis: Commercial Viability, Paradigm Shift, why it matters, what would change it
  • Geography: where each innovation is developed and where it has impact
  • Exposure: the companies and public stock symbols behind each innovation
  • Every signal with its source, and what moved since your last visit
  • Email alerts when an innovation moves: First Signal, Score Jump and briefings

Disclaimer: The information provided on this page is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or an offer to buy or sell securities. Stock data shown is illustrative and may not reflect real-time prices. Always conduct your own research and consult a qualified financial advisor before making investment decisions. Past performance does not guarantee future results.