In its long-duration observation phase, the PLATO satellite will observe two non-overlapping fields for a total of 4 yr. The exact duration each pointing be determined 2 yr before launch. Previous estimates PLATO's yield Earth-sized planets in habitable zones (HZs) around solar-type stars ranged between 6 and 280. We use Solar-like Light curve Simulator (PSLS) to simulate light curves with tran...

Linear regression is a widely used technique to fit linear models and finds widespread applications across different areas such as machine learning statistics. In most real-world scenarios, however, problems are often ill-posed or the underlying model suffers from overfitting, leading erroneous trivial solutions. This dealt with by adding extra constraints, known regularization. this paper, we ...