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2020 – today
- 2024
[j5]Tareq Jaouni
, Sören Arlt, Carlos Ruiz-Gonzalez, Ebrahim Karimi, Xuemei Gu, Mario Krenn:
Deep quantum graph dreaming: deciphering neural network insights into quantum experiments. Mach. Learn. Sci. Technol. 5(1): 15029 (2024)- [j4]Philipp Schmidt, Sören Arlt, Carlos Ruiz-Gonzalez, Xuemei Gu, Carla Rodríguez, Mario Krenn:
Virtual reality for understanding artificial-intelligence-driven scientific discovery with an application in quantum optics. Mach. Learn. Sci. Technol. 5(3): 35045 (2024) - [i6]Xuemei Gu, Mario Krenn:
Forecasting high-impact research topics via machine learning on evolving knowledge graphs. CoRR abs/2402.08640 (2024) - [i5]Philipp Schmidt, Sören Arlt, Carlos Ruiz-Gonzalez, Xuemei Gu, Carla Rodríguez, Mario Krenn:
Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics. CoRR abs/2403.00834 (2024) - [i4]Xuemei Gu, Mario Krenn:
Generation and human-expert evaluation of interesting research ideas using knowledge graphs and large language models. CoRR abs/2405.17044 (2024) - [i3]Felix Frohnert, Xuemei Gu, Mario Krenn, Evert P. L. van Nieuwenburg:
Discovering emergent connections in quantum physics research via dynamic word embeddings. CoRR abs/2411.06577 (2024) - 2023
- [j3]Carlos Ruiz-Gonzalez, Sören Arlt, Jan Petermann, Sharareh Sayyad, Tareq Jaouni, Ebrahim Karimi, Nora Tischler, Xuemei Gu, Mario Krenn:
Digital Discovery of 100 diverse Quantum Experiments with PyTheus. Quantum 7: 1204 (2023) - [i2]Tareq Jaouni, Sören Arlt, Carlos Ruiz-Gonzalez, Ebrahim Karimi, Xuemei Gu, Mario Krenn:
Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum Experiments. CoRR abs/2309.07056 (2023) - 2022
- [j2]Daniel Flam-Shepherd, Tony C. Wu, Xuemei Gu, Alba Cervera-Lierta, Mario Krenn, Alán Aspuru-Guzik:
Learning interpretable representations of entanglement in quantum optics experiments using deep generative models. Nat. Mach. Intell. 4(6): 544-554 (2022) - 2021
- [i1]Daniel Flam-Shepherd, Tony C. Wu, Xuemei Gu, Alba Cervera-Lierta, Mario Krenn, Alán Aspuru-Guzik:
Learning Interpretable Representations of Entanglement in Quantum Optics Experiments using Deep Generative Models. CoRR abs/2109.02490 (2021) - 2020
- [j1]Xuemei Gu, Jiayong Liu, Pengsen Cheng, Xiang He:
基于增强BiLSTM-CRF模型的推文恶意软件名称识别 (Malware Name Recognition in Tweets Based on Enhanced BiLSTM-CRF Model). 计算机科学 47(2): 245-250 (2020)
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