Machine Learning: Science and Technology

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

Publications (13)

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Types of publications

Journal article
Unpublished / Preprint

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Abstract

Simultaneous approximation of multiple degenerate states using a single neural network quantum state (2026) Sherif W Journal article Lessons learned from the 2025 agentic AI for science hackathon (2026) Lee J, Neralla H, Rhys Campbell C, Zhang K, Ajith A, Ely J, Jiang H, et al. 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