• Search: "differentiable programming"

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1

Poster: 'Towards Differentiable Beam Dynamics Modeling in BLAST/ImpactX'
Huebl, Axel

beam-dynamics computational physics AI/ML modeling differentiable programmi...
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2

Iterative Linear Quadratic Optimization for Nonlinear Control: Differentiable Programming Algorithmic Templates
Roulet, Vincent ; Srinivasa, Siddhartha ; Fazel, Maryam ; et al.
Open Journal of Mathematical Optimization, Vol 5, Iss, Pp 1-63 (2024)

Gauss–Newton FOS: Computer and inform... 0209 industrial biotechn... Newton G.1.6 Nonlinear Discrete Time... …
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3

Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Network
Tang, Wen ; Chouzenoux, Emilie ; Pesquet, Jean-Christophe ; et al.
Neurocomputing. 509:244-256

Deep Neural Network Metric Learning Transform Learning Proximal Operator Differentiable Programmi... Deep Dictionary Learning …
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4

Fully Data-Driven but Interpretable Human Behavioural Modelling With Differentiable Discrete Choice Model
Fumiyasu Makinoshima ; Tatsuya Mitomi ; Fumiya Makihara ; et al.
IEEE Access, Vol 13, Pp 117420-117429 (2025)

FOS: Computer and inform... Behavioural modelling TK1-9971 Machine Learning (cs.LG) Human-Computer Interacti... Machine Learning …
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5

Progress in end-to-end optimization of fundamental physics experimental apparata with differentiable programming
Aehle, Max ; Arsini, Lorenzo ; Barreiro, R. Belén ; et al.
Reviews in Physics, 13, 100120

Optimization Subatomär fysik Differentiable programmi... Physics Machine learning Subatomic Physics …
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6

Deep Time Series Forecasting with Shape and Temporal Criteria
Le Guen, Vincent ; Thome, Nicolas ; Performance, Risque Industriel, Surveillance pour la Maintenance et l’Exploitation (EDF R&D PRISME) ; et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(1):342-355

differentiable programmi... loss functions structured prediction shape and temporal crite... dynamic time warping time distortion …
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7

Generalized derivatives of the optimal value of a linear program with respect to matrix coefficients
de Wolf, Daniel ; Smeers, Yves ; Territoires, Villes, Environnement & Société - ULR 4477 (TVES) ; et al.
European Journal of Operational Research. 291(2):491-496

Non- differentiable prog... Linear programming Parametric linear progra... [SHS.GESTION]Humanities... Business administration [INFO.INFO-RO]Computer S... …
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8

Bayesian experimental design for model discrepancy calibration: An auto-differentiable ensemble Kalman inversion approach
Yang, Huchen ; Dong, Xinghao ; Wu, Jin-Long
In Journal of Computational Physics 15 January 2026 545

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9

Diff-FlowFSI: A GPU-optimized differentiable CFD platform for high-fidelity turbulence and FSI simulations
Fan, Xiantao ; Liu, Xin-Yang ; Wang, Meng ; et al.
In Computer Methods in Applied Mechanics and Engineering 1 January 2026 448 Part A

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10

Implicit neural differentiable model for spatiotemporal dynamics
Akhare, Deepak ; Du, Pan ; Luo, Tengfei ; et al.
In Computer Methods in Applied Mechanics and Engineering 1 November 2025 446 Part B

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11

Nonlinear multi-view clustering for non-negative matrix factorization
Cui, Jinrong ; Liufu, Bang ; Fu, Yulu ; et al.
In Neural Networks November 2025 191

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12

PseudospectralNet: Toward Hybrid Atmospheric Models for Climate Simulations
Maximilian Gelbrecht ; Milan Klöwer ; Niklas Boers
Journal of Advances in Modeling Earth Systems, Vol 17, Iss 10, Pp n/a-n/a (2025)

machine learning atmospheric model hybrid model quasigeostrophic model differentiable programmi... scientific machine learn... …
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13

Scientific Machine Learning of Flow Resistance Using Universal Shallow Water Equations With Differentiable Programming
Xiaofeng Liu ; Yalan Song
Water Resources Research, Vol 61, Iss 9, Pp n/a-n/a (2025)

shallow water equations differentiable programmi... flow resistance Manning's roughness Environmental sciences GE1-350
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14

Automatic Differentiation in PCF
Mazza, Damiano ; Pagani, Michele ; Centre National de la Recherche Scientifique (CNRS) ; et al.
Proceedings of the ACM on Programming Languages. 5:1-27

Linear Logic Lambda-Calculus Differentiable Programmi... [INFO]Computer Science [...
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15

Differentiable neural-integrated meshfree method for forward and inverse modeling of finite strain hyperelasticity
Du, Honghui ; Guo, Binyao ; He, QiZhi
Engineering with Computers: An International Journal for Simulation-Based Engineering. :1-21

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16

Solving continuum and rarefied flows using differentiable programming
Xiao, Tianbai
In Journal of Computational Physics 15 October 2025 539

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17

Strategic bidding in energy markets with gradient-based iterative methods
Rosemberg, Andrew ; Pacaud, Francois ; Dias Garcia, Joaquim ; et al.
In Sustainable Energy, Grids and Networks September 2025 43

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18

Automatic differentiation for ML-family languages: Correctness via logical relations: Correctness via logical relations
Fernando Lucatelli Nunes ; Matthijs Vákár ; Sub Software Technology ; et al.
Mathematical Structures in Computer Science. 34:747-806

Recursive types FOS: Computer and inform... Differentiable programmi... Program transformations Computer Science - Progr... 0202 electrical engineer... …
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19

Deep transform and metric learning networks
Tang, Wen ; Chouzenoux, Emilie ; Pesquet, Jean-Christophe ; et al.
ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto Virtual, Canada

Toronto Virtual, Canada Differentiable Programmi... Proximal Operator Transform Learning Metric Learning Deep Neural Network …
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20

Optimal Auctions through Deep Learning: Advances in Differentiable Economics: Optimal auctions through deep learning: advances in differentiable economics
Paul Dütting ; Zhe Feng ; Harikrishna Narasimhan ; et al.
Journal of the ACM. 71:1-53

game theory FOS: Computer and inform... sample complexity Computer Science - Machi... Computer Science - Artif... 05 social sciences …
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