Muratahan Aykol

14PUBLICATIONS
24CO-AUTHORS
CrystallographyFunctional materialsKnowledge representation and reasoningAutonomous agents and multiagent systemsElectrical energy generation (incl. renewables, excl. photovoltaics)
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Publications (14)

|Dec 18, 2024
Predicting emergence of crystals from amorphous precursors with deep learning potentials.

Muratahan Aykol, Amil Merchant, Simon Batzner

|Nov 29, 2023
Scaling deep learning for materials discovery.

Amil Merchant, Simon Batzner, Samuel S Schoenholz

|Jun 14, 2022
Novel inorganic crystal structures predicted using autonomous simulation agents.

Weike Ye, Xiangyun Lei, Muratahan Aykol

|Dec 22, 2021
Machine learning-accelerated design and synthesis of polyelemental heterostructures.

Carolin B Wahl, Muratahan Aykol, Jordan H Swisher

|Jun 14, 2021
Autonomous intelligent agents for accelerated materials discovery.

Joseph H Montoya, Kirsten T Winther, Raul A Flores

|Jun 11, 2021
Rational Solid-State Synthesis Routes for Inorganic Materials.

Muratahan Aykol, Joseph H Montoya, Jens Hummelshøj

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