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Large-scale machine-learning-assisted exploration of the whole materials
  space

Large-scale machine-learning-assisted exploration of the whole materials space

2 October 2022
Jonathan Schmidt
Noah Hoffmann
Hai-Chen Wang
Pedro Borlido
Pedro J. M. A. Carriço
Tiago F. T. Cerqueira
S. Botti
Miguel A. L. Marques
    AI4CE
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Papers citing "Large-scale machine-learning-assisted exploration of the whole materials space"

4 / 4 papers shown
Title
Open Materials Generation with Stochastic Interpolants
Open Materials Generation with Stochastic Interpolants
Philipp Hoellmer
Thomas Egg
Maya M. Martirossyan
Eric Fuemmeler
Amit Gupta
...
George Karypis
Mark K. Transtrum
Richard G. Hennig
E. Tadmor
Stefano Martiniani
AI4CE
102
1
0
04 Feb 2025
FlowLLM: Flow Matching for Material Generation with Large Language
  Models as Base Distributions
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions
Anuroop Sriram
Benjamin Kurt Miller
Ricky T. Q. Chen
Brandon M. Wood
AI4CE
47
14
0
30 Oct 2024
FlowMM: Generating Materials with Riemannian Flow Matching
FlowMM: Generating Materials with Riemannian Flow Matching
Benjamin Kurt Miller
Ricky T. Q. Chen
Anuroop Sriram
Brandon M. Wood
36
33
0
07 Jun 2024
Space Group Informed Transformer for Crystalline Materials Generation
Space Group Informed Transformer for Crystalline Materials Generation
Zhendong Cao
Xiaoshan Luo
Jianwei Lv
Lei Wang
AI4CE
44
16
0
23 Mar 2024
1