Loss formulations for assumption-free neural inference of SDE coefficient functions - Vaisband, Marc; von Bornhaupt, Valentin; Schmid, Nina; Abulizi, Izdar; Hasenauer, Jan (NPJ systems biology and applications, 2025)
Keywords: 631/553/2393; 631/553/2695; 631/553/2700; 631/553/2709; Algorithms; Bioinformatics; Biology; Biomedical and Life Sciences; Brownian motion; Computational Biology/Bioinformatics; Computer Appl. in Life Sciences; Computer Simulation; Deep learning; Dynamical systems; Life Sciences; Medical research; Neural networks; Neural Networks, Computer; Ordinary differential equations; Simulation; Stochastic Processes; Systems Biology