Machine Learning: Science and Technology
ISSN: 2632-2153
Publisher: Institute of Physics Publishing (IOP)
Publications (10)
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
Investigation of inverse design of multilayer thin-films with conditional invertible neural networks (2023)
Luce A, Mahdavi A, Wankerl H, Marquardt F
Journal article
The influence of sorbitol doping on aggregation and electronic properties of PEDOT:PSS: a theoretical study (2021)
Friederich P, Leon S, Perea JD, Roch LM, Aspuru-Guzik A
Journal article