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Papers matching “differentiable simulation” 188

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Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization
2025 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Alexander Mitsos, Manuel Dahmen

0

citations
Interactive Facial Animation: Enhancing Facial Rigs With Real-Time Shell And Contact Simulation
2025 Proceedings of the ACM on Computer Graphics and Interactive Techniques article Computer Science Computer Graphics and Visualization Techniques Open access

José Antonio Fernández-Fernández, Ryan Goldade, Ladislav Kavan, Jan Bender, Philipp Herholz

3

citations
Real time physical simulation for virtual welding training
2020 Zavarivanje i zavarene konstrukcije article Engineering Welding Techniques and Residual Stresses Open access

Oleg Mokrova, Andre Schmidtb, Marek Simon, Uwe Reisgend, Andreas Behmel, Jochen Martin, +1 more

0

citations
Consistently smooth merit functions in algorithmic differentiable ray tracing for illumination design
2026 Optics Express article Physics and Astronomy Advanced optical system design Open access

Martin Pflaum, Håkon Jarand Dugstad Johnsen

0

citations
Factory simulation of adhesive bonding processes considering pot-life-induced waste
2026 Journal of Advanced Joining Processes article Decision Sciences Simulation Techniques and Applications Open access

Vinzenz Ginster, Alexander Weigert, Maximilian K. Heym, Christoph Jürgen Anton Beier, Alexander Schiebahn, Stefan Galka

0

citations
Model Signatures for the Integration of Simulation Models into System Models
2022 Systems article Engineering Systems Engineering Methodologies and Applications Open access

Thilo Zerwas, Georg Jacobs, Julia Kowalski, Stephan Husung, Detlef Gerhard, Bernhard Rumpe⋆, +4 more

22

citations
Novel Allocation Strategies Can Boost Kidney Exchange Programs: A Monte Carlo Simulation
2026 Transplant International article Medicine Organ Donation and Transplantation Open access

Mattheüs F. Klaassen, Marry de Klerk, Marije C. Baas, Hanneke Bouwsma, Laura B Bungener, Maarten H. L. Christiaans, +17 more

1

citations
How gas flows shape the stellar–halo mass relation in the eagle simulation
2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Peter Mitchell, Joop Schaye

31

citations
Fast simulation of coronary in‐stent restenosis: A non‐intrusive data‐driven reduced order surrogate model
2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Jianye Shi, Kiran Manjunatha, Stefanie Reese

1

citations
SymX: Energy-based Simulation from Symbolic Expressions
2025 ACM Transactions on Graphics article Engineering Advanced Numerical Methods in Computational Mathematics Open access

José Antonio Fernández-Fernández, Fabian Löschner, Lukas Westhofen, Andreas Longva, Jan Bender

14

citations
SymX: Energy-based Simulation from Symbolic Expressions
2025 ACM Transactions on Graphics article Computer Science Computer Graphics and Visualization Techniques Open access

José Antonio Fernández-Fernández, Fabian Löschner, Lukas Westhofen, Andreas Longva, Jan Bender

2

citations
Understanding the impact of feedback regulations on blood cell production and leukemia dynamics using model analysis and simulation of clinically relevant scenarios
2024 Applied Mathematical Modelling article Mathematics Mathematical Biology Tumor Growth Open access

Rohit Kumar, Sapna Ratan Shah, Thomas Stiehl

31

citations
Numerical simulation of miscible multiphase flow and fluid–fluid interaction in deformable porous media
2023 PAMM article Computer Science Advanced Mathematical Modeling in Engineering Open access

Yousef Heider, Bernd A. Markert

9

citations
Simulation of THz Oscillations in Semiconductor Devices Based on Balance Equations
2020 Journal of Scientific Computing article Engineering Computational Fluid Dynamics and Aerodynamics Open access

Tobias Linn, Kai Bittner, Hans Georg Brachtendorf, Christoph Jungemann

5

citations
A realistic benchmark for differential abundance testing and confounder adjustment in human microbiome studies
2024 Genome biology article Biochemistry, Genetics and Molecular Biology Gut microbiota and health Open access

Jakob Wirbel, Morgan Essex, Sofia Kirke Forslund, Georg Zeller

44

citations
Reducing spatial discretization error on coarse CFD simulations using an openFOAM-embedded deep learning framework
2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access

Jesus Gonzalez-Sieiro, David Pardo, Vincenzo Nava, Victor M. Calo, Markus Towara

5

citations
Bryne: sustainable prototyping of finite element models
2026 Computational Science and Engineering article Engineering Advanced Numerical Methods in Computational Mathematics Open access

Benjamin Terschanski, Robert Klöfkorn, Andreas Dedner, Julia Kowalski

0

citations
openFuelCell2: A new computational tool for fuel cells, electrolyzers, and other electrochemical devices and processes
2024 Computer Physics Communications article Engineering Fuel Cells and Related Materials Open access

Shidong Zhang, Steffen Hess, Holger Marschall, Uwe Reimer, Steven Beale, Werner Lehnert

33

citations
NeuralPDR: neural differential equations as surrogate models for photodissociation regions
2025 Machine Learning Science and Technology article Physics and Astronomy Model Reduction and Neural Networks Open access

Gijs Vermariën, Thomas G. Bisbas, S. Viti, Yue Zhao

7

citations
The impact of cosmic filaments on starburst galaxies across cosmic times
2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Baptiste Jego, M. Béthermin, Katarina Kraljic, C. Laigle, Lingyu Wang, Antonio La Marca, +14 more

2

citations
Predicted Adsorption Affinity for Enteric Microbial Metabolites to Metal and Carbon Nanomaterials
2022 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

Bregje W. Brinkmann, Ankush Singhal, G. J. A. Sevink, Lisette Neeft, Martina G. Vijver, Willie J.G.M. Peijnenburg

7

citations
Digital quantum simulations of the nonresonant open Tavis-Cummings model
2025 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access

Aby Philip, Alex H. Rubin, Rahul Bandyopadhyay, Marina Radulaski, Mark M. Wilde

3

citations
Learning density functionals from noisy quantum data
2025 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Emiel Koridon, Felix Frohnert, Eric Prehn, Evert van Nieuwenburg, Jordi Tura, Stefano Polla

3

citations
Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys
2026 Integrating materials and manufacturing innovation article Computer Science Advanced Neural Network Applications Open access

Angelos Theofilatos, Alexandre Viardin, László Sturz

1

citations
Using neural emulators and Hamiltonian Monte Carlo to constrain the epoch of reionization’s history with the Lyα forest power spectrum
2026 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Diego González-Hernández, Caitlin C Doughty, Molly Wolfson, Joseph F. Hennawi, Zhenyu Jin

3

citations