Machine Learning: Science and Technology

ISSN: 2632-2153
Publisher: Institute of Physics Publishing (IOP)

Publications (10)

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Types of publications

Journal article
Unpublished / Preprint

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Abstract

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