AI-powered
Chemical
Simulation

Using neural networks trained on the fundamental laws of quantum physics, Fermionic is redefining what is possible in chemical modeling and design.

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For a century, humanity has known how to perfectly describe the behavior of subatomic particles

Yet we still don’t have fully accurate chemical simulations

Fermionic is changing this

Unlocking the next phase in the digital chemistry revolution

Precision Chemical Modeling

Developing new chemistry in any industry requires deep insight and extensive lab experimentation. Current simulation and computational design methods have made significant progress possible but remain narrowly useful due to limitations in accuracy, efficiency, and dataset constraints.

Fermionic is developing software that eliminates these limitations by enabling fully precise simulations, dramatically accelerating iteration cycles and reducing the number of costly physical experiments in rational chemical design.

In Silico Analysis and Design

Unlimited Chemical Exploration

At an accuracy far surpassing Density Functional Theory, our technology enables the analysis of large molecules, complex interactions, and extensive batches of molecular configurations with ease.

Fully Unsupervised Training

By using the fundamental equations of quantum physics to train neural networks, our algorithms eliminate the necessity of creating a labeled dataset either through traditional quantum chemistry algorithms or laboratory experiments. They continually improve themselves by attempting to simulate reality in progressively larger and more complex simulations. Decoupling from an expensive to construct labeled dataset allows for unbounded simulation size, scale, and complexity.

Efficiency and Scalability

Mathematical and engineering breakthroughs enable our algorithms to utilize compute in a way that scales favorably even in massive simulations, bringing ambitious goals in chemical innovation within reach.
Long Term Vision

Our Mission

Molecules shape the fabric of our existence - from the medicines that heal us to the materials that enable our greatest technological achievements. The immense complexity of chemical reactions, however, has made the rational design of chemicals slow and costly, limiting our ability to fully harness the potential of chemistry. Our mission is to unlock that potential. By training neural networks on the foundational principles of quantum mechanics, we are creating tools that simulate and predict molecular behavior with unprecedented accuracy. We aim to transform the process of molecular design, empowering innovators to predict and perfect their creations before they ever touch a lab bench. In doing so, we aim to spark a new era of chemical discovery for the benefit of humanity.

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