Our new work on Arxiv. arxiv.org/abs/2508.20257

𝗜𝘀 𝗶𝘁 𝗽𝗼𝘀𝘀𝗶𝗯𝗹𝗲 𝘁𝗼 𝗽𝗿𝗲𝗱𝗶𝗰𝘁 𝗰𝗵𝗮𝗼𝘁𝗶𝗰 𝗱𝘆𝗻𝗮𝗺𝗶𝗰𝘀? In this new paper, we use recurrence plots to train convolutional neural networks with the task of estimating the defining control parameters of non-linear systems. arxiv.org/abs/2410.23408 with @luizalober.bsky.social

Our new preprint on arxiv is out. We present a methodology that leverages recurrence plots as input data for training convolutional neural networks to estimate the control parameters governing two distinct nonlinear systems: (i) the Logistic map and (ii) the Standard map. arxiv.org/abs/2410.23408