Krenn, Mario

7 publications

NeurIPSW 2024 Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum Experiments Tareq Jaouni, Sören Arlt, Carlos Ruiz-Gonzalez, Ebrahim Karimi, Xuemei Gu, Mario Krenn

ICMLW 2024 Generation and Human-Expert Evaluation of Interesting Research Ideas Using Knowledge Graphs and Large Language Models Xuemei Gu, Mario Krenn

ICMLW 2024 Impact4Cast: Forecasting High-Impact Research Topics via Machine Learning on Evolving Knowledge Graphs Xuemei Gu, Mario Krenn

ICMLW 2024 Large-Scale Discovery of Experimental Designs in Super-Resolution Microscopy with XLuminA Carla Rodríguez, Sören Arlt, Leonhard Möckl, Mario Krenn

ICMLW 2024 Meta-Designing Quantum Experiments with Language Models Sören Arlt, Haonan Duan, Felix Li, Sang Michael Xie, Yuhuai Wu, Mario Krenn

NeurIPSW 2023 XLuminA: An Auto-Differentiating Discovery Framework for Super-Resolution Microscopy Carla Rodríguez, Sören Arlt, Leonhard Möckl, Mario Krenn

ICLR 2020 Augmenting Genetic Algorithms with Deep Neural Networks for Exploring the Chemical Space AkshatKumar Nigam, Pascal Friederich, Mario Krenn, Alán Aspuru-Guzik