Dec1Shankar et al. publish "Learning non-linear spatio-temporal dynamics with convolutional Neural ODEs" in Third Workshop on Machine Learning and the Physical Sciences (NeurIPS)
Oct7Anantharaman et al. release "Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks" in arXiv
Sep5SciML Ecosystem Update: Koopman Optimization Under Uncertainty, Non-Commutative SDEs, GPUs in R, and More
Sep1Ramadhan et al. publish "Oceananigans.jl: Fast and friendly geophysical fluid dynamics on GPUs" in Journal of Open Source Software
May9SciML Ecosystem Update: Automated Model Discovery with DataDrivenDiffEq.jl and ReservoirComputing.jl
Jan1Souza et al. publish "Uncertainty Quantification of Ocean Parameterizations: Application to the K-Profile-Parameterization for Penetra..."
Jan1Dandekar et al. publish "A Machine Learning-Aided Global Diagnostic and Comparative Tool to Assess Effect of Quarantine Control in COVID-..." in Patterns
Jan1Irurzun-Arana et al. publish "Beyond Deterministic Models in Drug Discovery and Development" in Trends in Pharmacological Sciences
Jan1Rackauckas and Nie publish "Stability-Optimized High Order Methods and Stiffness Detection for Pathwise Stiff Stochastic Differential Equations"
Jan1Kurchin et al. publish "ACED: Accelerated Computational Electrochemical systems Discovery" in NeurIPS 2020 Workshop on Tackling Climate Change with Machine Learning
Jan1Sykora et al. publish "StochasticDelayDiffEq.jl - An Integrator Interface for Stochastic Delay Differential Equations in Julia" in ENOC 2020
Jan1Moses and Churavy publish "Instead of rewriting foreign code for machine learning, automatically synthesize fast gradients" in Advances in Neural Information Processing Systems
