SMAD
Superconducting Materials Automated Discovery

Design crystal structures, run physics-based simulations, and explore material properties in real time — enhanced by advanced visualization and AI-driven material generation. One seamless platform for advanced materials research, accessible directly in your browser.

180k+
Materials
6
Sim types
Open
Access
24/7
Uptime

Overview
Curated workflows & scalable compute

Combine materials data, reproducible workflows, and scalable compute to explore new superconducting phases and optimize known families.

Design & generation

Build candidate structures from templates, chemical rules, or AI models and route them directly into high-throughput DFT or model Hamiltonian calculations.

Open CrystalForge →
Optimization at scale

Run multi-objective optimization campaigns balancing critical temperature, stability, synthesis feasibility, and cost across large chemical spaces.

Explore workflows →
Analysis & reporting

Inspect structures, band gaps, energy landscapes, and derived observables. Export reproducible summaries for collaborators or publications.

Open Analysis →

Tc frontier diagram

Superconductor Tc vs year of discovery. Hover a point to preview its crystal structure or phase diagram. Drag the structure view to rotate.

SMAD — Tc Frontier Explorer
smad.live/analysis/tc-frontier
Scale: Show: Family:
Elemental A15/Alloy Cuprate Iron-based Hydride Other/Fullerene Heavy-F

Material Explorer

Browse 180k+ superconducting structures, filter by family, Tc, and pressure.

Open fullscreen
SMAD — Material Explorer
smad.live/databases
Family
All Cuprate Hydride Iron-based A15
Tc range
0 K — 300 K
Pressure
Ambient High-P
180,412 results
Search formulas, names…
Sort: Tc
Formula / NameTc (K)YearFamily
LaH₁₀
Lanthanum decahydride
250 K
2020
Hydride
YBa₂Cu₃O₇
Yttrium barium copper oxide
93 K
1987
Cuprate
Bi₂Sr₂CaCu₂O₈
Bismuth strontium calcium copper oxide
85 K
1988
Cuprate
MgB₂
Magnesium diboride
39 K
2001
Other
Nb₃Sn
Niobium-tin
18 K
1954
A15/Alloy
Showing 5 of 180,412

Platform
Unified data infrastructure

One platform connecting computation, ML, lab automation, and collaboration — with full audit trails.

Platform
Everything you need to discover new materials

From structure generation through DFT, MD, and Monte Carlo simulations — all connected, all reproducible, all in one place.

Materials DB
180k+ structures with computed properties, synthesis routes, and linked experimental data.
Compute Grid
Distributed HPC and cloud workers for parallel DFT jobs at any scale.
Explorer
Interactive crystal structure viewer, phase diagrams, and property comparisons.
API & SDK
REST API and Python SDK for programmatic access, custom workflows, and integrations.

About
Built for the frontier of science
Mission
Accelerate discovery

We believe room-temperature superconductivity is within reach. Our mission is to compress the materials discovery cycle from decades to days using AI-driven automation.

Vision
Open science infrastructure

Every computed structure, every synthesis attempt, every measurement — shared openly so the global research community builds on each other's work.

Values
Reproducibility first

We ship reproducibility tooling alongside every discovery. If a result can't be independently verified, it doesn't go in the database.

COMMUNITY

Ideas & Feedback

Share ideas, report bugs, ask questions, or suggest new modules. Vote on what matters to you.

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Encouragement
by Jay  ·  27d ago
Feature Open