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33 matches · physics.atom-ph

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001	STEMGym: Benchmarking Sequential Decision-Making under Dose Budgets in Autonomous Electron Microscopy	arXiv	Paper	Can Polat, E. Serpedin et al.	Jun 28
002	QUIVER: Quantum-Informed Views for Enhanced Representations in Large ML Models	arXiv	Paper	Aritra Bal, Michael Binder et al.	Jun 1
003	Can machine learning for quantum-gas experiments be explainable?	arXiv	Paper	I. Spielman, J. P. Zwolak	May 18
004	QOuLiPo: What a quantum computer sees when it reads a book	arXiv	Paper	C. Jurczak	May 13
005	Teaching Molecular Dynamics to a Non-Autoregressive Ionic Transport Predictor	arXiv	Paper	Jiyeon Kim, Byungju Lee et al.	May 10
006	Predictions of charge density distributions for nuclei with $Z \geq 8$	arXiv	Paper	Yun-Dong Wang, Tian-Shuai Shang et al.	Apr 7
007	Efficient Exploration of Chemical Kinetics	arXiv	Paper	Rohit Goswami	Oct 24, 2025
008	Accelerating Atomic Fine Structure Determination with Graph Reinforcement Learning	arXiv	Paper	M. Ding, Victor-Alexandru Darvariu et al.	Sep 19, 2025
009	Learning spatially structured open quantum dynamics with regional-attention transformers	arXiv	Paper	Dounan Du, Eden Figueroa	Sep 8, 2025
010	LLM-based Multi-Agent Copilot for Quantum Sensor	arXiv	Paper	Rong Sha, Bing Wang et al.	Aug 7, 2025
011	Pulse Shape Discrimination Algorithms: Survey and Benchmark	arXiv	Paper	Haoran Liu et al.	Aug 3, 2025
012	Analysis of Atomic Charge State and Atomic Number for VAMOS++ Magnetic Spectrometer using Deep Neural Networks and Fractionally Labelled Events	arXiv	Paper	M. Rejmund, A. Lemasson	Jun 20, 2025
013	Solving tricky quantum optics problems with assistance from (artificial) intelligence	arXiv	Paper	Manas Pandey, Bharath Hebbe Madhusudhana et al.	Jun 15, 2025
014	A Comprehensive Benchmarking Platform for Deep Generative Models in Molecular Design	arXiv	Paper	Adarsh Singh	May 19, 2025
015	Ubiquitous Symmetry at Critical Points Across Diverse Optimization Landscapes	arXiv	Paper	Irmi Schneider	May 4, 2025
016	MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model	arXiv	Paper	Sumin Ha, Jun Hyeong Kim et al.	Feb 23, 2025
017	Data-Efficient Machine Learning Potentials via Difference Vectors Based on Local Atomic Environments	arXiv	Paper	Xuqiang Shao, Yuqi Zhang et al.	Jan 27, 2025
018	Soft Checksums to Flag Untrustworthy Machine Learning Surrogate Predictions and Application to Atomic Physics Simulations	arXiv	Paper	Casey Lauer, Robert C. Blake et al.	Dec 4, 2024
019	A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction	arXiv	Paper	Keqiang Yan, Alexandra Saxton et al.	Jun 3, 2024
020	Review and experimental benchmarking of machine learning algorithms for efficient optimization of cold atom experiments	arXiv	Paper	O. Anton, Victoria A Henderson et al.	Dec 20, 2023
021	Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs	arXiv	Paper	Guangsi Shi, Daokun Zhang et al.	May 21, 2023
022	Precision Spectroscopy of Fast, Hot Exotic Isotopes Using Machine Learning Assisted Event-by-Event Doppler Correction	arXiv	Paper	S. Udrescu, D. A. Torres et al.	Apr 25, 2023
023	Score-based denoising for atomic structure identification	arXiv	Paper	Tim Hsu et al.	Dec 5, 2022
024	Hydrogen atom confined inside an inverted-Gaussian potential	arXiv	Paper	H. Olivares-Pilón et al.	Aug 28, 2022
025	Towards Learning Self-Organized Criticality of Rydberg Atoms using Graph Neural Networks	arXiv	Paper	Simon Ohler, Daniel Brady et al.	Jul 5, 2022
026	Novel Light Field Imaging Device with Enhanced Light Collection for Cold Atom Clouds	arXiv	Paper	Sanha Cheong et al.	May 23, 2022
027	Deep learning enhanced Rydberg multifrequency microwave recognition	arXiv	Paper	Zongkai Liu, Li-Hua Zhang et al.	Feb 28, 2022
028	Deep learning and high harmonic generation	arXiv	Paper	M. Lytova, M. Spanner et al.	Dec 18, 2020
029	Bayesian optimal control of GHZ states in Rydberg lattices	arXiv	Paper	Rick Mukherjee et al.	May 12, 2020
030	From Patterson Maps to Atomic Coordinates: Training a Deep Neural Network to Solve the Phase Problem for a Simplified Case	arXiv	Paper	David S. Hurwitz	Mar 30, 2020
031	Single-exposure absorption imaging of ultracold atoms using deep learning	arXiv	Paper	G. Ness, Anastasiya Vainbaum et al.	Mar 3, 2020
032	Preparation of ordered states in ultra-cold gases using Bayesian optimization	arXiv	Paper	Rick Mukherjee et al.	Jan 10, 2020
033	Remote optimization of an ultra-cold atoms experiment by experts and citizen scientists	arXiv	Paper	Robert Heck et al.	Sep 7, 2017

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