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US 2025/0060986 A1Published application
Automatic differentiation and optimization of heterogeneous simulation intelligence system
AssigneePasteur Labs, Inc.
InventorAlexander Lavin
Life of this patent
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Abstract
Provided herein are systems and methods comprising one or more virtual machines and a compiler to enable automatic differentiation across a stack. Further provided herein are technologies, integrations, and workflows to allow for automatic differentiation.
Claims21
-21. (canceled)
A simulation intelligence (SI) system comprising:
- one or more virtual machines (VMs) configured to generate a reconfigurable architecture for performing a simulation, wherein each of the one or more VMs comprises an abstraction of a computer engine, and wherein the reconfigurable architecture comprises:
- one or more SI modules configured to automatically perform at least one of (i) multi-physics or multi-scale modeling, (ii) surrogate modeling and emulation, (iii) simulation-based inference, (iv) causal modeling and inference, or (v) agent-based modeling, and
- one or more SI workflows configured to automatically determine a simulation framework of the one or more SI modules for performing the simulation;
- and
- a compiler configured to compile software executed on the one or more VMs for performing the simulation, wherein the compiler is configured to or is capable of automatic differentiation (autodiff) and/or probabilistic programming.
2 more elements
Dependencies are inferred from the claim text.