Graph neural network interatomic potential ensembles with calibrated aleatoric and epistemic uncertainty on energy and forces

Research article (Physical Chemistry Chemical Physics, 2023) · cited 13× · AI/ML
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Graph neural network interatomic potential ensembles with calibrated aleatoric and epistemic uncertainty on energy and forces

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Graph neural network interatomic potential ensembles with calibrated aleatoric and epistemic uncertainty on energy and forces is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Graph neural network interatomic potential ensembles with calibrated aleatoric and epistemic uncertainty on energy and forces. Retrieved May 24, 2026, from https://4ort.xyz/entity/graph-neural-network-interatomic-potential-ensembles-with-calibrated-aleatoric-and-epistemic-uncertainty-on-energy-and-f
MLA “Graph neural network interatomic potential ensembles with calibrated aleatoric and epistemic uncertainty on energy and forces.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/graph-neural-network-interatomic-potential-ensembles-with-calibrated-aleatoric-and-epistemic-uncertainty-on-energy-and-f.
BibTeX @misc{4ortxyz_graph-neural-network-interatomic-potential-ensembles-with-calibrated-aleatoric-and-epistemic-uncertainty-on-energy-and-f_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Graph neural network interatomic potential ensembles with calibrated aleatoric and epistemic uncertainty on energy and forces}}, year = {2026}, url = {https://4ort.xyz/entity/graph-neural-network-interatomic-potential-ensembles-with-calibrated-aleatoric-and-epistemic-uncertainty-on-energy-and-f}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Graph neural network interatomic potential ensembles with calibrated aleatoric and epistemic uncertainty on energy and forces — https://4ort.xyz/entity/graph-neural-network-interatomic-potential-ensembles-with-calibrated-aleatoric-and-epistemic-uncertainty-on-energy-and-f (retrieved 2026-05-24)

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