@article{nokey,

title = {Parametric Aerodynamic Shape Optimization with Latent Diffusion},

author = {L. Chen, J. Rottmayer, T. Kortus, E. Özkaya, N.R. Gauger, Y. Ye},

url = {https://link.springer.com/chapter/10.1007/978-3-032-11115-9_27},

year  = {2026},

date = {2026-03-01},

urldate = {2026-03-01},

journal = {Notes on Numerical Fluid Mechanics and Multidisciplinary Design},

volume = {156},

pages = {295-304},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Generalized Derivative Enhanced Surrogate Modeling Framework for Aerodynamic Design Optimization},

author = {E. Özkaya, N.R. Gauger},

url = {https://link.springer.com/chapter/10.1007/978-3-032-11115-9_31},

year  = {2026},

date = {2026-03-01},

urldate = {2026-03-01},

journal = {Notes on Numerical Fluid Mechanics and Multidisciplinary Design},

volume = {156},

pages = {338-347},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Sobolev Learning for Bayesian Neural Network Assisted Aerodynamic Shape Optimization},

author = {J. Rottmayer, L. Chen, N.R. Gauger},

url = {https://link.springer.com/chapter/10.1007/978-3-032-11115-9_32?utm_source=researchgate.net&utm_medium=article},

year  = {2026},

date = {2026-03-01},

urldate = {2026-03-01},

journal = {Notes on Numerical Fluid Mechanics and Multidisciplinary Design},

volume = {156},

pages = {348-357},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sagebaum2026ADDSL_SIAM,

title = {Algorithmic Differentiation for Domain-Specific Languages in C++ with Expression Templates},

author = {M. Sagebaum, N.R. Gauger},

editor = {H.M. Bücker, L. Hascoët and P. Hovland, J. Hückelheim, S.H.K. Narayanan, U. Naumann, A. Walther},

url = {https://epubs.siam.org/doi/abs/10.1137/1.9781611979039.15},

doi = {10.1137/1.9781611979039.15},

year  = {2026},

date = {2026-02-20},

urldate = {2026-02-20},

booktitle = {Proceedings of the 2024 International Conference on Algorithmic Differentiation (AD)},

journal = {Proceedings of the 2024 International Conference on Algorithmic Differentiation (AD)},

pages = {208-221},

publisher = {Society for Industrial and Applied Mathematics},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sagebaum2026Copy,

title = {Copy Optimization for Algorithmic Differentiation Reuse Index Management Strategies},

author = {M. Sagebaum, J. Blühdorn, N.R. Gauger},

editor = {H.M. Bücker, L. Hascoët and P. Hovland, J. Hückelheim, S.H.K. Narayanan, U. Naumann, A. Walther},

url = {https://epubs.siam.org/doi/abs/10.1137/1.9781611979039.11},

doi = {10.1137/1.9781611979039.11},

year  = {2026},

date = {2026-02-20},

urldate = {2026-02-20},

booktitle = {Proceedings of the 2024 International Conference on Algorithmic Differentiation (AD)},

journal = {Proceedings of the 2024 International Conference on Algorithmic Differentiation (AD)},

pages = {150-165},

publisher = {Society for Industrial and Applied Mathematics},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bluehdorn2026LocalAdjoints,

title = {Local Adjoints for Simultaneous Preaccumulations with Shared Inputs},

author = {J. Blühdorn, N.R. Gauger},

editor = {H.M. Bücker, L. Hascoët and P. Hovland, J. Hückelheim, S.H.K. Narayanan, U. Naumann, A. Walther},

url = {https://epubs.siam.org/doi/abs/10.1137/1.9781611979039.13},

doi = {10.1137/1.9781611979039.13},

year  = {2026},

date = {2026-02-20},

urldate = {2026-02-20},

booktitle = {Proceedings of the 2024 International Conference on Algorithmic Differentiation (AD)},

journal = {Proceedings of the 2024 International Conference on Algorithmic Differentiation (AD)},

pages = {178-191},

publisher = {Society for Industrial and Applied Mathematics},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Constrained collaborative optimization of charged particle tracking with multi-agent reinforcement learning},

author = {T. Kortus, R. Keidel, N.R. Gauger, J. Kieseler, Bergen pCT Collaboration},

url = {http://iopscience.iop.org/article/10.1088/2632-2153/ae352b},

doi = {10.1088/2632-2153/ae352b},

year  = {2026},

date = {2026-01-07},

journal = {Machine Learning: Science and Technology},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Stochastic Dynamical Low-Rank Approximation in the Context of Machine Learning},

author = {A. Hnatiuk, J. Kusch, L. Kusch, N.R. Gauger, A. Walther},

url = {https://doi.org/10.1007/s10957-025-02892-1},

year  = {2026},

date = {2026-01-01},

urldate = {2026-01-01},

journal = {Journal of Optimization Theory and Applications},

volume = {208},

number = {63},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Progress in end-to-end optimization of fundamental physics experimental apparata with differentiable programming},

author = {M. Aehle, L. Arsini, R. Belén Barreiro, A. Belias, A. Boldyrev, F. Bury, S. Cebrian, A. Demin, J. Dickinson, J. Donini, T. Dorigo, M. Doro, N. R. Gauger, et al.},

url = {https://doi.org/10.1016/j.revip.2025.100120},

year  = {2025},

date = {2025-12-01},

urldate = {2025-12-01},

journal = {Reviews in Physics},

volume = {13},

pages = {100120},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Adjoint-based multi-point optimization framework for mixing processes applied to a venturi mixer},

author = {L. Kusch, N. Beishuizen, C. Morales Ubal,N.R. Gauger},

url = {https://doi.org/10.1016/j.applthermaleng.2025.128609},

year  = {2025},

date = {2025-12-01},

urldate = {2026-12-01},

journal = {Applied Thermal Engineering},

volume = {280},

number = {128609},

issue = {2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Toward the end-to-end optimization of the SWGO array layout},

author = {T. Dorigo, M. Aehle, C. Arcaro, M. Awais, F. Bergamaschi, J. Donini, M. Doro, N. R. Gauger, R. Izbicki, J. Kieseler, A. Lee, L. Masserano, F. Nardi, R. Rajesh, L. Recabarren Vergara, A. Shen},

url = {https://doi.org/10.1016/j.nuclphysb.2025.116934},

year  = {2025},

date = {2025-08-01},

urldate = {2025-08-01},

journal = {Nuclear Physics B},

volume = {1017},

pages = {116934},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Reconstruction of proton relative stopping power with a granular calorimeter detector model},

author = {M. Aehle, J. Alme, G.G. Barnaföldi, G. Bíró, T. Bodova, V. Borshchov, A. van den Brink, M. Chaar, B. Dudás, V. Eikeland, G. Feofilov, C. Garth, N.R. Gauger, O. Grøttvik, H. Helstrup, S. Igolkin, Z. Jólesz, R. Keidel, C. Kobdaj, T Kortus, et al.},

url = {https://www.worldscientific.com/doi/10.1142/S0217751X25420084},

year  = {2025},

date = {2025-07-31},

urldate = {2025-07-31},

journal = {International Journal of Modern Physics A},

volume = {40},

number = {21},

pages = {2542008},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Exploring End-to-end Differentiable Neural Charged Particle Tracking – A Loss Landscape Perspective},

author = {T. Kortus, R. Keidel, N.R. Gauger, Bergen pCT Collaboration },

editor = {Atsushi Nitanda},

url = {https://openreview.net/forum?id=1Pi2GwduEz},

issn = {2835-8856},

year  = {2025},

date = {2025-07-30},

urldate = {2025-07-30},

journal = {Transactions on Machine Learning Research},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ABSG2025,

title = {Forward-Mode Automatic Differentiation of Compiled Programs},

author = {M. Aehle, J. Blühdorn, M. Sagebaum, N. R. Gauger},

doi = {10.1145/3716309},

year  = {2025},

date = {2025-05-15},

urldate = {2025-05-15},

journal = {ACM Transactions on Mathematical Software},

volume = {51},

number = {7},

issue = {2},

pages = {1-25},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {On the utility function of experiments in fundamental science},

author = {T. Dorigo, M. Doro, M. Aehle, M. Awais, N. R. Gauger, R. Izbicki, J. Kieseler, A. B. Lee, L. Masserano, F. Nardi, A. Shen, L. Recabarren Vergara},

url = {https://doi.org/10.1016/j.physo.2025.100270},

year  = {2025},

date = {2025-04-25},

urldate = {2025-04-25},

journal = {Physics Open},

pages = {100270},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {End-to-End Detector Optimization with Diffusion Models: A Case Study in Sampling Calorimeters},

author = {K. Schmidt, K. N Kota, J. Kieseler, A. De Vita, M. Klute, Abhishek, M. Aehle, M. Awais, A. Breccia, R. Carroccio, L. Chen, T. Dorigo, N. R. Gauger, et al.},

url = {https://www.mdpi.com/2571-712X/8/2/47},

year  = {2025},

date = {2025-04-23},

urldate = {2025-04-23},

journal = {Particles},

volume = {8},

issue = {2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Modeling charge collection in silicon pixel detectors for proton therapy applications},

author = {A. Schilling, M. Aehle, J. Alme, G. G. Barnaföldi, G. Bíró, T. Bodova, V. Borshchov, A. van den Brink, V. Eikeland, G. Feofilov, C. Garth, N. R. Gauger, O. Grøttvik, H. Helstrup, S. Igolkin, J. G. Johansen, R. Keidel, C. Kobdaj, T. Kortus, et al.},

url = {https://iopscience.iop.org/article/10.1088/2057-1976/adbf9c/meta},

year  = {2025},

date = {2025-03-24},

urldate = {2025-03-24},

journal = {Biomedical Physics & Engineering Express},

volume = {11},

number = {3},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Neuromorphic Readout for Hadron Calorimeters},

author = {E. Lupi, Abhishek, M. Aehle, M. Awais, A. Breccia, R. Carroccio, L. Chen, A. Das, A. De Vita, T. Dorigo, N. R. Gauger, R. Keidel, et al.},

url = {https://www.mdpi.com/2571-712X/8/2/52

http://arxiv.org/abs/2502.12693},

year  = {2025},

date = {2025-02-18},

urldate = {2025-02-18},

journal = {Particles},

volume = {8},

issue = {2},

howpublished = {Particles 8(2), 58},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Hadron Identification Prospects With Granular Calorimeters},

author = {A. De Vita, Abhishek, M. Aehle, M. Awais, A. Breccia, R. Carroccio, L. Chen, T. Dorigo, N. R. Gauger, R. Keidel, et al.},

url = {https://www.mdpi.com/2571-712X/8/2/58

http://arxiv.org/abs/2502.10817},

year  = {2025},

date = {2025-02-15},

urldate = {2025-02-15},

journal = {Particles},

volume = {8},

issue = {2},

howpublished = {Particles 8(2), 58},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{USERN2025,

title = {Artificial Intelligence in Science and Society: the Vision of USERN},

author = {T. Dorigo, G.D. Brown, C. Casonato, A. Cerdà, J. Ciarrochi, M. Da Lio, N. D’Souza, N.R. Gauger, et al. },

url = {https://ieeexplore.ieee.org/abstract/document/10839366},

doi = {10.1109/ACCESS.2025.3529357},

year  = {2025},

date = {2025-01-13},

journal = {IEEE Access},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Optimization using pathwise algorithmic derivatives of electromagnetic shower simulations},

author = {M. Aehle, M. Novák, V. Vassilev, N. R. Gauger, L. Heinrich, M. Kagan, D. Lange},

doi = {10.1016/j.cpc.2024.109491},

year  = {2025},

date = {2025-01-08},

urldate = {2025-04-01},

journal = {Computer Physics Communications},

volume = {309},

pages = {109491},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{BGAG2025,

title = {Hybrid parallel discrete adjoints in SU2},

author = {J. Blühdorn, P. Gomes, M. Aehle, N. R. Gauger},

doi = {10.1016/j.compfluid.2024.106528},

year  = {2025},

date = {2025-01-02},

urldate = {2025-01-02},

journal = {Computers & Fluids},

volume = {289},

number = {106528},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Development of the trigger-controlling system for the proton computed tomography prototype},

author = {N. Ritjoho, P. Phumara, Y. Buanill, P. Boontueng, A. Songmoolnak, N. Laojamnongwong, L. Charoonratana, T. Sanghangthum, D. Röhrich, A. Schilling, M. Aehle, J. Alme, G.G. Barnaföldi, G. Bíro, T. Bodova, V. Borshchov, A. van den Brink, V. Eikeland, G. Feofilov, C. Garth, N.R. Gauger, et al.},

url = {https://www.sciencedirect.com/science/article/abs/pii/S0168900224010519},

year  = {2025},

date = {2025-01-01},

urldate = {2025-03-01},

journal = {Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment},

volume = {1072},

pages = {170125},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Parametric Aerodynamic Shape Optimization with Latent Diffusion},

author = {L. Chen, J. Rottmayer, T. Kortus, E. Özkaya, N.R. Gauger, Y. Ye},

year  = {2024},

date = {2024-11-13},

urldate = {2024-11-13},

journal = {Jahresbericht der Deutschen Strömungsmechanischen Arbeitsgemeinschaft STAB},

pages = {86-87},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Generalized Derivative Enhanced Surrogate Modeling Framework for Aerodynamic Design Optimization},

author = {E. Öykaza, N.R. Gauger},

year  = {2024},

date = {2024-11-13},

journal = {Jahresbericht der Deutschen Strömungsmechanischen Arbeitsgemeinschaft STAB},

pages = {94-95},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Sobolev Training for BNN Surrogates in Efficient Global Optimization},

author = {J. Rottmayer, L. Chen, E. Özkaya, N.R. Gauger},

year  = {2024},

date = {2024-11-13},

urldate = {2024-11-13},

journal = {Jahresbericht der Deutschen Strömungsmechanischen Arbeitsgemeinschaft STAB},

pages = {96-97},

keywords = {},

pubstate = {published},

tppubtype = {article}

}