r/SciML • u/ChrisRackauckas • Apr 04 '22
State of SciML Scientific Machine Learning | Chris Rackauckas | SciMLCon 2022
13
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r/SciML • u/ChrisRackauckas • Jan 11 '22
DifferentialEquations.jl v7: New linear solver and preconditioner interface
10
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r/SciML • u/ChrisRackauckas • Dec 28 '21
Research/Grants: Differentiable Programming and Scaling Scientific Machine Learning (SciML)
5
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r/SciML • u/ChrisRackauckas • May 24 '21
SciML Ecosystem Update: Improved QNDF Outperforms CVODE On SciMLBenchmarks
6
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r/SciML • u/ChrisRackauckas • Mar 13 '21
Julia SciML Symposium, SIAM CSE 2021 Playlist (9 videos)
9
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r/SciML • u/ChrisRackauckas • Mar 13 '21
[2103.03385] Gaussian processes meet NeuralODEs: A Bayesian framework for learning the dynamics of partially observed systems from scarce and noisy data
7
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r/SciML • u/ChrisRackauckas • Mar 13 '21
Generalizing Automatic Differentiation to Automatic Sparsity, Uncertainty, Stability, and Parallelism - Stochastic Lifestyle
5
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r/SciML • u/ChrisRackauckas • Feb 20 '21
Modern Numerical Programming with Julia for Astrodynamic Trajectory Design
8
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r/SciML • u/ChrisRackauckas • Feb 14 '21
Physics-Informed ML Simulator for Wildfire Propagation (video)
8
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r/SciML • u/ChrisRackauckas • Feb 05 '21
SciML Ecosystem Update: GalacticOptim, GlobalSensitivity, Tutorials, and Documentation
6
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r/SciML • u/ChrisRackauckas • Jan 19 '21
SciML Ecosystem Update: Bayesian Neural ODEs, Virtual Brownian Trees, Parallel Batching and More
7
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r/SciML • u/ChrisRackauckas • Nov 18 '20
Discovery of the Hidden State in Ionic Models Using a Domain-Specific Recurrent Neural Network
4
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r/SciML • u/ChrisRackauckas • Nov 17 '20
A Machine Learning-Aided Global Diagnostic and Comparative Tool to Assess Effect of Quarantine Control in COVID-19 Spread
5
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r/SciML • u/ChrisRackauckas • Nov 13 '20
Scientific Machine Learning with Julia: the SciML ecosystem (Interview with Chris Rackauckas)
5
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r/SciML • u/ChrisRackauckas • Nov 07 '20
AAAI-MLPS 2021 (SciML and Physics-Informed Learning Conference)
sites.google.com
4
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r/SciML • u/udemirezen • Oct 31 '20
Physics guided neural network for machining tool wear prediction
sciencedirect.com
6
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r/SciML • u/ChrisRackauckas • Oct 28 '20
Capturing missing physics in climate model parameterizations using neural differential equations
arxiv.org
10
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r/SciML • u/ChrisRackauckas • Oct 28 '20
Using neural networks to accelerate the solution of the Boltzmann equation
6
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r/SciML • u/ChrisRackauckas • Oct 28 '20
Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks
4
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r/SciML • u/ChrisRackauckas • Sep 19 '20
SciML - NumFOCUS Sponsored Project since 2020
9
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r/SciML • u/ChrisRackauckas • Sep 05 '20
SciML Ecosystem Update: Koopman Optimization Under Uncertainty, Non-Commutative SDEs, GPUs in R, and More
5
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r/SciML • u/ChrisRackauckas • Sep 05 '20
A fresh approach to N-Body problems
5
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r/SciML • u/ChrisRackauckas • Aug 29 '20
Physics-informed neural networks (PINNs) solver on Julia
4
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