Pedro Vilanova-Guerra

Postdoc, Department of Mathematical Sciences, New Jersey Institute of Technology.
Postdoc, Department of Mathematics and Statistics, UMass Amherst.
Postdoc, Applied Mathematics and Computational Science division, KAUST.

The Hydrodynamic Limit of Neural Networks with Balanced Excitation and Inhibition. arXiv preprint arXiv:2412.17273, 2024. (with J. Maclaurin).

Population Level Activity in Large Random Neural Networks. arXiv preprint arXiv:2401.15272, 2024. (with J. Maclaurin and M. Silverstein).

Synchronization in Stochastic Biochemical Oscillators Subject to Common Multiplicative Extrinsic Noise. SIAM Journal Applied Dynamical Systems, 20(3), 1253–1276, 2021. (with J. Maclaurin).

Data-driven, variational model reduction of high dimensional reaction networks. Journal of Computational Physics, Volume 401, 108997, 2020. (with M. Katsoulakis).

MA 222 Probability and Statistics
MA 225 Infinite Series
MA 231 Nonlinear Optimization
MA 331 Intermediate Statistics
MA 346 Numerical Methods
MA 540 Theory of Probability
MA 575 Optimization Models in Quantitative Finance
MA 576 Optimization for Data Science