Data-driven Control of Agent-based Models: an Equation/Variable-free Machine Learning Approach

12 July 2022

Papers citing "Data-driven Control of Agent-based Models: an Equation/Variable-free Machine Learning Approach"

3 / 3 papers shown

Title
Constructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach Evangelos Galaris Gianluca Fabiani I. Gallos Ioannis G. Kevrekidis Constantinos Siettos AI4CE 19 40 0 31 Jan 2022
Time Series Forecasting Using Manifold Learning P. Papaioannou Ronen Talmon D. Serafino Constantinos Siettos AI4TS 11 16 0 07 Oct 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 203 2,272 0 18 Oct 2020