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Publications: Automating High-Performance Computing and Physics-Informed Learning

Research on Julia is carried out at the Julia Lab at MIT and at many universities worldwide. If you use Julia in your research we request citing the following paper:

{{ show_refs Bezanson201765 }}

Selected publications

{{ show_refs alomairy_scalable_2025 carlson_c_2025 bisain_new_2025 tan_scalable_2025

<!-- 2024 -->
edelman_limit_2024
diamandis_solving_2024
edelman_new_2024
edelman_perturbation_2024
arnold_mapping_2024
diamandis_convex_2024
edelman_backpropagation_2024
pal_nonlinearsolvejl_2024
utkarsh_automated_2024
utkarsh_automating_2024
holtorf_performance_2024
silvestri_oceananigansjl_2024
ekanathan_fully_2024
bhagavan_datainterpolationsjl_2024
hofmann_increasing_2024
iravanian_hybrid_2024
sapienza_differentiable_2024
lang_sbmltoolkitjl_2024
nieves_uncertainty_2024

<!-- 2023 -->
santana_efficient_2023
nunez_forecasting_2023
pestourie_physics-enhanced_2023
santana_advancing_2023
loman_catalyst_2023
shen_differentiable_2023
aboelyazeed_differentiable_2023
arya_differentiating_2023
zagatti_extending_2023
roesch_julia_2023
tarek_practitioners_2023
bassik_robust_2023
holtorf_sum--squares_2023
pal_locally_2023
edelman_fifty_2023
edelman_conditional_2023
edelman_structure_2023

<!-- 2022 -->
churavy_bridging_2022
annevelink_automat_2022
edelman_cartan_2022
anantharaman_stably_2022
pal_mixing_2022
arya_automatic_2022
iravanian_symbolic-numeric_2022
roberts_continuous-time_2022
shankar_validation_2022
childers_differentiable_2022
utkarsh_parallelizing_2022
holtorf_stochastic_2022
acquesta_model-form_2022
widmann_delaydiffeq_2022
dixit_globalsensitivityjl_2022
zhang_two_2022
martinuzzi_reservoircomputingjl_2022
christ_plotsjl_2022
mester_differential_2022
deshpande_constrained_2022
schafer_abstractdifferentiationjl_2022
rackauckas_composing_2022
ma_modelingtoolkit_2022

<!-- 2021 -->
pestourie_data-efficient_2021
gowda_high-performance_2021
ma_comparison_2021
kim_stiff_2021
zubov_neuralpde_2021
pal_opening_2021
roesch_collocation_2021
dandekar_safe_2021
rackauckas_hybrid_2021
rackauckas_efficient_2021
dandekar_implications_2021
martensen_neural_2021
drensky_densities_2021
rackauckas_generalized_2021
drake_simple_2021
hall_circuitscape_2021
anantharaman_composable_2021
anantharaman_accelerating_2021
EDELMAN20211826
Dandekar2021Bayesian
Schafer2021AbstractDifferentiation
Gnadt2020Signal
Gnadt2022
Gnadt2022TL
Hall2021
Anantharaman2021

<!-- 2020 -->
souza_uncertainty_2020
ramadhan_oceananigansjl_2020
Souza2020
Dandekar2020
Irurzun-Arana2020882
Rackauckas2020
Kurchin2020Aced
Rackauckas2020Stability
Moses2020
Sykora2020StochasticDelayDiffEq
Shankar2020Learning

<!-- 2019 -->
Chan2019127
Besard201929
Rackauckas20191
Dickson2019239
Yang20191
Besard201929
Gowda2019Sparsity

<!-- 2018 -->
Rackauckas2018267
Rackauckas201811

<!-- 2017 -->
Bezanson201765
Leonard2017519

}}