Dynamical systems and systems of equations

Analyzing energy landscapes using numerical algebraic geometry (online participation)

speaker: Jonathan Hauenstein (Notre Dame University)

abstract: Broadly speaking, an energy landscape is the graph of a loss function over a parameter space. Some examples include the energy landscape of a chemical reaction, measuring the fitness of a mechanism to perform given tasks, and a loss function arising from a training set in machine learning. This talk will discuss some successes of using computational techniques arising in numerical algebraic geometry to analyze energy landscapes arising in science and engineering applications.

timetable:
Thu 23 Jun, 15:20 - 16:20, Aula Dini
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