Dec1Arya et al. publish "Automatic Differentiation of Programs with Discrete Randomness" in Advances in Neural Information Processing Systems
Dec1Albert R. Gnadt, Allan B. Wollaber, and Aaron P. Nielsen release "Derivation and Extensions of the Tolles-Lawson Model for Aeromagnetic Compensation" in arXiv
Nov28Flemming Holtorf, Alan Edelman, and Chris Rackauckas release "Stochastic Optimal Control via Local Occupation Measures" in arXiv
Nov1Valentin Churavy, William Godoy, Carsten Bauer, Hendrik Ranocha, Michael Schlottke-Lakemper, Ludovic Räss, Johannes Blaschke, Mosè Giordano, Erik Schnetter, Samuel Omlin, Jeffrey Vetter, and Alan Edelman release "Bridging HPC Communities through the Julia Programming Language" in arXiv
Nov1Iravanian et al. publish "Symbolic-numeric integration of univariate expressions based on sparse regression" in ACM Commun. Comput. Algebra
Nov1Roberts et al. publish "Continuous-time echo state networks for predicting power system dynamics" in Electric Power Systems Research
Nov1Shankar et al. publish "Validation and parameterization of a novel physics-constrained neural dynamics model applied to turbulent fluid..." in Physics of Fluids
Oct1Annevelink et al. publish "AutoMat: Automated materials discovery for electrochemical systems" in MRS Bulletin
Oct1Childers et al. release "Differentiable State-Space Models and Hamiltonian Monte Carlo Estimation" in National Bureau of Economic Research
Sep1Utkarsh et al. publish "Parallelizing Explicit and Implicit Extrapolation Methods for Ordinary Differential Equations"
Sep1Erin Acquesta, Teresa Portone, Raj Dandekar, Chris Rackauckas, Rileigh Bandy, Gabriel Huerta, and India Dytzel publish "Model-Form Epistemic Uncertainty Quantification for Modeling with Differential Equations: Application to Epidemiology"
Aug1Widmann and Rackauckas release "DelayDiffEq: Generating Delay Differential Equation Solvers via Recursive Embedding of Ordinary Differential Equ..." in arXiv
Aug1Vaibhav Dixit and Chris Rackauckas publish "GlobalSensitivity.jl: Performant and Parallel Global Sensitivity Analysis with Julia" in Journal of Open Source Software
Jul22Emmanuel Lujan presents "Atomistic suite for CESMIX in Julia" in "JuliaMolSim: Computation with Atoms" at JuliaCon 2022 (Virtual)
Jul1Rackauckas et al. publish "Composing Modeling And Simulation With Machine Learning In Julia" in 2022 Annual Modeling and Simulation Conference (ANNSIM)
Jun1Alan Edelman and Sungwoo Jeong publish "On the Cartan decomposition for classical random matrix ensembles" in Journal of Mathematical Physics
Jun1Simon Christ, Daniel Schwabeneder, Chris Rackauckas, Michael Krabbe Borregaard, and Thomas Breloff release "Plots.jl -- a user extendable plotting API for the julia programming language" in arXiv
Jun1Mester et al. publish "Differential methods for assessing sensitivity in biological models" in PLOS Computational Biology
Jun1Deshpande et al. publish "Constrained Smoothers for State Estimation of Vapor Compression Cycles" in 2022 American Control Conference (ACC)
Feb1Zhang et al. publish "Two heads are better than one: current landscape of integrating QSP and machine learning" in Journal of Pharmacokinetics and Pharmacodynamics
Jan1Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral Shah, Alan Edelman, and Chris Rackauckas publish "Stably Accelerating Stiff Quantitative Systems Pharmacology Models: Continuous-Time Echo State Networks as Implicit Machine Learning" in IFAC-PapersOnLine
Jan1Pal et al. release "Mixing Implicit and Explicit Deep Learning with Skip DEQs and Infinite Time Neural ODEs (Continuous DEQs)"
Jan1Martinuzzi et al. publish "ReservoirComputing.jl: An Efficient and Modular Library for Reservoir Computing Models" in Journal of Machine Learning Research
Jan1Albert Gnadt publishes "Machine Learning-Enhanced Magnetic Calibration for Airborne Magnetic Anomaly Navigation" in AIAA SCITECH 2022 Forum
Apr11MIT Julia Lab awarded a Climate Grand Challenge grant for bridging computation with climate policymaking!
Mar9MIT Julia Lab awarded Best Poster at the NeurIPS 2021 Differentiable Programming workshop for AbstractDifferentiation.jl!
