Developing on-the-fly machine learning force-fields for alkali silicate glasses

Original language	English
Publication date	16 Jul 2024
Publication status	Published - 16 Jul 2024
Event	15th International Conference on the Structure of Non-Crystalline Materials - Churchill College, Cambridge, United Kingdom Duration: 15 Jul 2024 → 19 Jul 2024 https://sgt.org/mpage/ESG15NCM15

Conference

Conference	15th International Conference on the Structure of Non-Crystalline Materials
Location	Churchill College
Country/Territory	United Kingdom
City	Cambridge
Period	15/07/2024 → 19/07/2024
Internet address	https://sgt.org/mpage/ESG15NCM15

Access to Document

• Ganisetti abstract - NCM 2024

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Projects

• 1 Active

Projects per year

• NewGLASS: New Horizons in Glass Structure Prediction and Mechanics

  Smedskjær, M. M. (PI), Fadavi Firooz, A. (Project Participant), Ganisetti, V. N. S. (Project Participant), Christensen, A. K. R. (Project Participant), Johansen, S. M. (Project Participant) & Du, T. (Project Participant)

  01/09/2022 → 31/08/2027

  Project: Research

  • Structure 100%
  • Amorphous Material 88%
  • Oxide Glass 71%
  • Ductile-to-Brittle Transition 66%
  • Dynamical Heterogeneity 66%

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Ganisetti, S., Krishnan, N. M. A., & Smedskjær, M. M. (2024). Developing on-the-fly machine learning force-fields for alkali silicate glasses. Abstract from 15th International Conference on the Structure of Non-Crystalline Materials, Cambridge, United Kingdom.

Ganisetti, Sudheer ; Krishnan, N. M. Anoop ; Smedskjær, Morten Mattrup. / Developing on-the-fly machine learning force-fields for alkali silicate glasses. Abstract from 15th International Conference on the Structure of Non-Crystalline Materials, Cambridge, United Kingdom.

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title = "Developing on-the-fly machine learning force-fields for alkali silicate glasses",

author = "Sudheer Ganisetti and Krishnan, {N. M. Anoop} and Smedskj{\ae}r, {Morten Mattrup}",

year = "2024",

month = jul,

day = "16",

language = "English",

note = "15th International Conference on the Structure of Non-Crystalline Materials ; Conference date: 15-07-2024 Through 19-07-2024",

url = "https://sgt.org/mpage/ESG15NCM15",

}

Ganisetti, S, Krishnan, NMA & Smedskjær, MM 2024, 'Developing on-the-fly machine learning force-fields for alkali silicate glasses', 15th International Conference on the Structure of Non-Crystalline Materials, Cambridge, United Kingdom, 15/07/2024 - 19/07/2024.

Developing on-the-fly machine learning force-fields for alkali silicate glasses. / Ganisetti, Sudheer; Krishnan, N. M. Anoop; Smedskjær, Morten Mattrup.
2024. Abstract from 15th International Conference on the Structure of Non-Crystalline Materials, Cambridge, United Kingdom.

Research output: Contribution to conference without publisher/journal › Conference abstract for conference › Research › peer-review

TY - ABST

T1 - Developing on-the-fly machine learning force-fields for alkali silicate glasses

AU - Ganisetti, Sudheer

AU - Krishnan, N. M. Anoop

AU - Smedskjær, Morten Mattrup

PY - 2024/7/16

Y1 - 2024/7/16

M3 - Conference abstract for conference

T2 - 15th International Conference on the Structure of Non-Crystalline Materials

Y2 - 15 July 2024 through 19 July 2024

ER -

Ganisetti S, Krishnan NMA, Smedskjær MM. Developing on-the-fly machine learning force-fields for alkali silicate glasses. 2024. Abstract from 15th International Conference on the Structure of Non-Crystalline Materials, Cambridge, United Kingdom.