Scientific intuition inspired by machine learning generated hypotheses

27 October 2020

Papers citing "Scientific intuition inspired by machine learning generated hypotheses"

9 / 9 papers shown

Title
A Triumvirate of AI Driven Theoretical Discovery Yang-Hui He AI4CE 45 4 0 30 May 2024
Inferring physical laws by artificial intelligence based causal models Jorawar Singh Kishor Bharti Arvind CML AI4CE 18 0 0 08 Sep 2023
MEGAN: Multi-Explanation Graph Attention Network Jonas Teufel Luca Torresi Patrick Reiser Pascal Friederich 21 8 0 23 Nov 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 45 373 0 05 Aug 2022
A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic Barbara Z Cunha C. Droz A. Zine Stéphane Foulard M. Ichchou AI4CE 29 84 0 13 Apr 2022
On scientific understanding with artificial intelligence Mario Krenn R. Pollice S. Guo Matteo Aldeghi Alba Cervera-Lierta ... Florian Hase A. Jinich AkshatKumar Nigam Zhenpeng Yao Alán Aspuru-Guzik 30 185 0 04 Apr 2022
Selective inference for k-means clustering Yiqun T. Chen Daniela Witten 25 43 0 29 Mar 2022
Deep Molecular Dreaming: Inverse machine learning for de-novo molecular design and interpretability with surjective representations Cynthia X Shen Mario Krenn S. Eppel Alán Aspuru-Guzik 11 43 0 17 Dec 2020
Deep neural network solution of the electronic Schrödinger equation J. Hermann Zeno Schätzle Frank Noé 149 446 0 16 Sep 2019