William Wolf

Feb 18, 2025 | medium.com | William Wolf

William Wolf·Follow2 min read·--The economic implications of Trump’s proposed budget bill, which includes $4.5 trillion in tax cuts over ten years, alongside a goal to reduce federal spending by $2 trillion over the same period. Trump’s proposed budget bill, currently being debated in Congress, includes $4.5 trillion in tax cuts over a decade, while Musk’s goal of reducing federal spending would slash approximately $2 trillion annually.

Feb 15, 2025 | medium.com | William Wolf

A country in crisis. William Wolf·Follow2 min read·--In 1923, Adolf Hitler incited an insurrection against the German government. He was tried, received a lenient sentence, and became a convicted felon. Despite being treated leniently by the judge, Hitler framed the trial as political persecution, casting himself as a victim of the “corrupt” Social Democrats.

Jun 12, 2024 | link.aps.org | William Wolf |Scott Dawson |Tarcísio C. Déda

This work presents a methodology for analysis and control of nonlinear fluid systems using neural networks. The approach is demonstrated in four different study cases: the Lorenz system, a modified version of the Kuramoto-Sivashinsky equation, a streamwise-periodic two-dimensional channel flow, and a confined cylinder flow. Neural networks are trained as models to capture the complex system dynamics and estimate equilibrium points through a Newton method, enabled by back-propagation.

Nov 15, 2023 | link.aps.org | William Wolf |Keble Road |Pedro G. Ferreira

There is compelling evidence that the Universe is undergoing a late phase of accelerated expansion. One of the simplest explanations for this behavior is the presence of dark energy. A plethora of microphysical models for dark energy have been proposed. The hope is that, with the ever increasing precision of cosmological surveys, it will be possible to precisely pin down the model.