Researchers have developed a deep-learning-based surrogate model that dramatically speeds up simulations of nonlinear optical ...
A new quantum-inspired algorithm has cracked a problem so massive that conventional supercomputers struggle to even approach it. Researchers used the method to simulate extraordinarily complex quantum ...
Scientists have developed a new AI method that can work backward from patterns to uncover the hidden processes driving them.
It’s July 20, 1969. Neil Armstrong and Buzz Aldrin are about to land on the moon. They will be the first humans to set foot ...
aCentre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia bObservatory on the Future of Healthcare, ...
Abstract: This letter proposes a novel Data-Driven (DD) method for controlling unknown input-affine nonlinear systems. First, we estimate the system dynamics from noisy data offline through Subspace ...
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Physicists rewrite Einstein's equations to define spacetime evolution
Spacetime is often described as the stage on which the universe unfolds, a four-dimensional blend of space and time that ...
In a major breakthrough, scientists have experimentally confirmed a universal growth law in two dimensions using a quantum ...
Abstract: Discrete time-variant equation systems represent a typical and complex problem across various disciplines. With the increasing complexity of systems in various fields, traditional methods ...
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Mastering linear algebra with Python tools
Python’s rich ecosystem of libraries like NumPy and SciPy makes it easier than ever to work with vectors, matrices, and linear systems. Whether you’re calculating determinants, solving equations, or ...
Frank Merle is used to confronting a messy world. He works on the mathematics of highly nonlinear systems—ones that respond in dramatic, unpredictable ways to even the smallest changes. It’s the same ...
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