Machine Learning: Science and Technology
ISSN: 2632-2153
Publisher: Institute of Physics Publishing (IOP)
Publications (12)
Simultaneous approximation of multiple degenerate states using a single neural network quantum state (2026)
Sherif W
Journal article
High-quality tomographic image reconstruction integrating neural networks and mathematical optimization (2025)
Mishra A, Gilch A, Apeleo Zubiri B, Rolfes J, Liers F
Journal article
A high-performance and portable implementation of the SISSO method for CPUs and GPUs (2025)
Eibl S, Yao Y, Scheffler M, Rampp M, Ghiringhelli LM, Purcell TA
Journal article
dCG—differentiable connected geometries for AI-compatible multi-domain optimization and inverse design (2025)
Luce A, Grünbaum D, Marquardt F
Journal article
Optimizing ZX-diagrams with deep reinforcement learning (2024)
Nagele M, Marquardt F
Journal article
Merging automatic differentiation and the adjoint method for photonic inverse design (2024)
Luce A, Alaee R, Knorr F, Marquardt F
Journal article
Discovering quantum circuit components with program synthesis (2024)
Sarra L, Ellis K, Marquardt F
Journal article
Deep learning-based spatiotemporal multi-event reconstruction for delay line detectors (2024)
Knipfer M, Meier S, Volk T, Heimerl J, Hommelhoff P, Gleyzer S
Journal article
Determination of droplet size from wide-angle light scattering image data using convolutional neural networks (2024)
Kirstein T, Aßmann S, Furat O, Will S, Schmidt V
Journal article, Original article
Deep Bayesian experimental design for quantum many-body systems (2023)
Sarra L, Marquardt F
Journal article