Title
Interpretable Machine Learning in Physics: A Review Sebastian Johann Wetzel Seungwoong Ha Raban Iten Miriam Klopotek Ziming Liu AI4CE 80 0 0 30 Mar 2025
ViSymRe: Vision-guided Multimodal Symbolic Regression Da Li Junping Yin Jin Xu Xinxin Li Juan Zhang 85 1 0 15 Dec 2024
Implementation and Application of an Intelligibility Protocol for Interaction with an LLM A. Srinivasan Karan Bania Shreyas V Harshvardhan Mestha Sidong Liu 17 1 0 27 Oct 2024
A theory of understanding for artificial intelligence: composability, catalysts, and learning Zijian Zhang Sara Aronowitz Alán Aspuru-Guzik 37 0 0 16 Aug 2024
On Tables with Numbers, with Numbers Konstantinos Kogkalidis S. Chatzikyriakidis LMTD 30 0 0 12 Aug 2024
A Moonshot for AI Oracles in the Sciences Bryan Kaiser Tailin Wu Maike Sonnewald Colin Thackray Skylar Callis AI4CE 51 0 0 25 Jun 2024
Towards a Science Exocortex Kevin G. Yager 80 0 0 24 Jun 2024
Meta-Designing Quantum Experiments with Language Models Sören Arlt Haonan Duan Felix Li Sang Michael Xie Yuhuai Wu Mario Krenn AI4CE 18 4 0 04 Jun 2024
Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models L. Ai Stephen Muggleton Shishun Liang Geoff S. Baldwin 29 1 0 10 May 2024
Asset management, condition monitoring and Digital Twins: damage detection and virtual inspection on a reinforced concrete bridge Arnulf Hagen Trond Michael Andersen 22 6 0 16 Apr 2024
Business models for the simulation hypothesis Evangelos Katsamakas 18 0 0 13 Apr 2024
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 44 66 0 03 Apr 2024
Knowledge-guided Machine Learning: Current Trends and Future Prospects Anuj Karpatne X. Jia Vipin Kumar 50 10 0 24 Mar 2024
Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics Philipp Schmidt Sören Arlt Carlos Ruiz-Gonzalez Xuemei Gu Carla Rodríguez Mario Krenn 23 1 0 20 Feb 2024
Autonomous microARPES S. Agustsson Alfred J. H. Jones Davide Curcio S. Ulstrup Jill Miwa Davide Mottin Panagiotis Karras Philip Hofmann 12 3 0 16 Feb 2024
Forecasting high-impact research topics via machine learning on evolving knowledge graphs Xuemei Gu Mario Krenn AI4CE 13 4 0 13 Feb 2024
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective Haoyi Xiong Xuhong Li Xiaofei Zhang Jiamin Chen Xinhao Sun Yuchen Li Zeyi Sun Jundong Li XAI 40 8 0 09 Jan 2024
Transforming organic chemistry research paradigms: moving from manual efforts to the intersection of automation and artificial intelligence Chengchun Liu Yuntian Chen Fanyang Mo 14 1 0 26 Nov 2023
AI ensemble for signal detection of higher order gravitational wave modes of quasi-circular, spinning, non-precessing binary black hole mergers Minyang Tian Eliu A. Huerta Huihuo Zheng 17 1 0 29 Sep 2023
ExpertQA: Expert-Curated Questions and Attributed Answers Chaitanya Malaviya Subin Lee Sihao Chen Elizabeth Sieber Mark Yatskar Dan Roth ELM HILM 22 50 0 14 Sep 2023
Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum Experiments Tareq Jaouni Sören Arlt Carlos Ruiz-Gonzalez Ebrahim Karimi Xuemei Gu Mario Krenn GNN 13 6 0 13 Sep 2023
APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysics H. Park Parth Patel Roland Haas Eliu A. Huerta 14 4 0 15 Aug 2023
Probabilistic Regular Tree Priors for Scientific Symbolic Reasoning Tim Schneider A. Totounferoush Wolfgang Nowak Steffen Staab 23 0 0 14 Jun 2023
Re-imagining health and well-being in low resource African settings using an augmented AI system and a 3D digital twin Deshendran Moodley C. Seebregts 23 0 0 29 May 2023
Towards a Benchmark for Scientific Understanding in Humans and Machines Kristian González Barman S. Caron Tom Claassen H. Regt 17 10 0 20 Apr 2023
Quantifying the Benefit of Artificial Intelligence for Scientific Research Jian Gao Dashun Wang 19 6 0 17 Apr 2023
Machine learning for discovering laws of nature Lizhi Xin Kevin Xin H. Xin AI4CE 11 0 0 18 Mar 2023
Quantum Similarity Testing with Convolutional Neural Networks Yadong Wu Yan Zhu Ge Bai Yuexuan Wang G. Chiribella 17 12 0 03 Nov 2022
The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science Santiago Miret Kin Long Kelvin Lee Carmelo Gonzales Marcel Nassar Matthew Spellings 38 19 0 31 Oct 2022
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network Mario Krenn L. Buffoni B. Coutinho S. Eppel J. Foster ... Ngoc M. Tran Francisco Valente Yangxinyu Xie Rose Yu Michael K Kopp 32 41 0 23 Sep 2022
Automatic and effective discovery of quantum kernels Massimiliano Incudini Daniele Lizzio Bosco F. Martini Michele Grossi Giuseppe Serra Alessandra Di Pierro 31 4 0 22 Sep 2022
Graph neural networks for materials science and chemistry Patrick Reiser Marlen Neubert André Eberhard Luca Torresi Chen Zhou ... Houssam Metni Clint van Hoesel Henrik Schopmans T. Sommer Pascal Friederich GNN AI4CE 50 373 0 05 Aug 2022
Machine Learning in the Search for New Fundamental Physics G. Karagiorgi Gregor Kasieczka S. Kravitz Benjamin Nachman David Shih AI4CE 42 113 0 07 Dec 2021
Simulation Intelligence: Towards a New Generation of Scientific Methods Alexander Lavin D. Krakauer Hector Zenil Justin Emile Gottschlich Tim Mattson ... A. Hanuka Manuela Veloso Samuel A. Assefa Stephan Zheng Avi Pfeffer 40 105 0 06 Dec 2021
Automatic Symmetry Discovery with Lie Algebra Convolutional Network Nima Dehmamy Robin G. Walters Yanchen Liu Dashun Wang Rose Yu AI4CE 78 81 0 15 Sep 2021
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017