Machine Learning: Science and Technology
ISSN: 2632-2153
Publisher: Institute of Physics Publishing (IOP)
Publications (14)
Deep learning framework for enhanced neutrino reconstruction of single-line events in the ANTARES telescope (2026)
Albert A, Alves S, André M, Ardid M, Ardid S, Aubert JJ, Aublin J, et al.
Journal article
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