Advancing Quantum Frontiers: Solutions for Tomorrow’s Challenges
We are a company focused on building software platforms to enable users to take advantage of the rapidly expanding capabilities of quantum hardware.
What we do
Offerings
Quantum Machine Learning Platform
Blog post explaining the paper
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Papers
Quantum Machine Learning Platform
Let’s Build Quantum Foundation Models
Broadly applicable models that can be adapted to various tasks trained on domain specific datasets
Parameters of models trained today can be used to initialize parameters of larger future models
Parameter transfer enables value creation on quantum computers starting today
Quantum Machine Learning Platform
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Build generative and predictive models on real datasets
Benchmark models, estimate resources, and project performance vs. classical
Optimize model implementations for execution on current hardware with 50–100 qubits
Research on abstractions
Founder Profile
Dr. Sonika Johri is Founder & CEO of Coherent Computing, a company focused on building software platforms to enable users to take advantage of the rapidly expanding capabilities of quantum hardware. As a Principal Researcher at IonQ, she led a team working on quantum applications R&D for clients including Hyundai, Fidelity Center for Applied Technology, GE Research, Goldman Sachs, Airbus, and Thompson Machinery.
She has authored 35+ publications, recently focusing on cutting‐edge quantum algorithm demonstrations in the areas of generative and discriminative machine learning, quantum chemistry, optimization, and condensed matter physics across a variety of quantum hardware platforms, as well as developing frameworks for quantum benchmarking.
In the quantum arena, principal interests are algorithms and software, resource estimation, applications roadmaps, projection and analysis of quantum advantage, hiring and training quantum teams.
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Appearances at Q2B
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