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Quzones / Quantum applications

Begin with the problem.

Scientific computing and optimization directions from the Automatski partner portfolio. Each engagement starts with a defined question and a classical baseline.

Find a relevant application

Browse reference use cases by industry. Each evaluation starts with your data, constraints and an established baseline.

These are partner-described applications, research frameworks and reference implementations. Maturity and commercial availability vary. A portfolio entry is a starting point for evaluation, rather than a promise of quantum advantage.

01 / Science & simulation

Model complex interactions.

Partner application family

Lotus

Protein folding, protein–ligand docking and allosteric-site prediction. Our R&D partner develops Lotus Fold, Lotus Dock and Lotus Allosteric Site Prediction for computational discovery workflows.

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Materials research

Hyle

A materials discovery platform described for superconductors, batteries, semiconductors, photonic and magnetic materials, lattice models and quantum phase transitions.

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Scientific computing

Pyknotita

Density functional theory methods for studying electronic structure and materials.

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Scientific computing

Mono

Molecular dynamics for biomolecules, metals, polymers and coarse-grained materials models.

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Quantum chemistry research

Qucca & UQE

Two approaches to molecular ground-state energy: a hybrid variational quantum eigensolver and a dedicated universal quantum eigensolver program.

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Reference implementations

Heppy

High-energy physics studies spanning neutrino dynamics, lattice gauge models, spin systems, particle-track reconstruction and jet partitioning.

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Reference platform

Sapphire Orchid

Computational fluid dynamics across classical, AI, quantum-inspired, quantum annealing and quantum circuit backends.

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Scientific computing

Silk

A multiphysics and partial differential equation solver for computational engineering.

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Reference use case

Quantum seismic inversion

An oil and gas research direction using quantum methods for seismic inversion. Reservoir simulation and history matching are listed as planned work.

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02 / Optimization

Make constrained decisions.

Aviation

Ptisi

Flight schedules, aircraft and fleet assignment, crew pairing, maintenance feasibility and disruption recovery.

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Warehousing

Apothiki

Joint optimization of robot routing, inventory placement, charging, order batching and picker coordination.

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Reference applications

Quantum Finance

Portfolio optimization, option pricing and risk modeling using annealing and quantum circuit approaches.

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Energy & utilities

Optiti

A reference collection spanning power grids, renewables, storage, EV infrastructure, maintenance, energy markets, hydrogen and carbon management.

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Telecommunications

e6G & Communicare

Research and reference use cases for network routing, scheduling, spectrum, compute allocation and graph-based telecom optimization.

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Graph optimization

Hrohma

A hybrid graph-coloring framework covering vertex, edge, total, weighted, fractional, dynamic, list and other coloring formulations.

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City systems

Megapolis

Reference problems in traffic signals, ambulance dispatch, waste collection, water distribution, flood management, transit, EV charging and public-service allocation.

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Space systems

Choros

Reference studies for satellite and ground-station scheduling, space traffic, mission planning, rovers, debris and launch operations.

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Research collections

Drona & MoonBeam

Partner reference collections covering multi-vehicle coordination, scheduling, resource allocation and defense-related optimization research.

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Process simulation

Diakritos

Discrete process modeling for factories, airports, ports, hospitals, fulfillment, railways, supply chains and infrastructure digital twins.

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Data centers

Kentro

A collection of 20 reference use cases for data-center optimization. Results depend on facility constraints and workload.

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Chip design

Convay-Mead & Cassowary

Electronic design research spanning placement, routing, chiplet partitioning, thermal and timing constraints, memory, power/performance/area and equivalent netlist optimization.

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Mathematical solvers

Jedi & Prota

Constraint programming and a multi-solver family for linear, semidefinite, second-order cone, integer and mixed-integer optimization.

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TRL 4 in R&D portfolio

KryoSAT & GigaBit SAT

Cryptographic SAT and large-scale SAT research. GigaBit SAT is described as a multicore proof of concept, with distributed MPI engineering planned.

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03 / Quantum security

Prepare for cryptographic change.

Automatski’s research spans quantum cryptography experiments and QKaDence network simulation. Its post-quantum program covers migration, keys, certificates, identity, secure transport and communication.

Odyssey, Passage, Locker, Registrar, Gatekeeper, Undercover, Subsonic, Telepathy, Pigeon and PQC SDKs form a program classified as work in progress. Dimechain’s Security & Trust page details the components and demonstrations.

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04 / Research roadmap

What is still ahead.

Planned

Anuvanshiki

Genomics research spanning optimization, multi-omics, whole-cell modeling, gene regulation, target discovery and genome interpretation.

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Planned

Quantum-centric supercomputing

A proposed program combining quantum computing with supercomputers. Demonstrations depend on access to suitable HPC infrastructure.

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Testing / rollout paused

Oikonomia

Economic scenario simulation for trade, climate, taxation, infrastructure and external shocks. Testing and rollout are paused pending suitable economic data.

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Not started

Reactor simulation

Thorium and fusion reactor simulation are prospective research directions within the R&D roadmap.

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Planned institute

The Millennium Institute

A proposed education and training institute for future technologies. The California institute remains a planned initiative.

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