Shokirbek Shermukhamedov

Machine-Learning Ice Spectra: From 1 to 256 Features

Shermukhamedov, Shokirbek; Kullgren, Jolla; Sethio, Daniel; Hermansson, Kersti

Part of Journal of Chemical Theory and Computation, p. 1834-1845, 2026

• DOI for Machine-Learning Ice Spectra: From 1 to 256 Features
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Molecular dynamics simulations of the sputtering of boron and boron oxide surfaces

Shermukhamedov, Shokirbek; Maihom, Thana; Hermansson, Kersti; Probst, Michael

Part of RSC Advances, p. 34274-34281, 2025

• DOI for Molecular dynamics simulations of the sputtering of boron and boron oxide surfaces
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Accurate classification of materials with elEmBERT: Element embeddings for chemical benchmarks

Shermukhamedov, Shokirbek; Mamurjonova, Dilorom; Probst, Michael

Part of APL Machine Learning, 2025

• DOI for Accurate classification of materials with elEmBERT: Element embeddings for chemical benchmarks
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Modelling the Impact of Argon Atoms on a WO₃ Surface by Molecular Dynamics Simulations

Shermukhamedov, Shokirbek; Maihom, Thana; Probst, Michael

Part of Molecules, 2024

• DOI for Modelling the Impact of Argon Atoms on a WO₃ Surface by Molecular Dynamics Simulations
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Machine-Learning Ice Spectra: From 1 to 256 Features

Shermukhamedov, Shokirbek; Kullgren, Jolla; Sethio, Daniel; Hermansson, Kersti

Part of Journal of Chemical Theory and Computation, p. 1834-1845, 2026

• DOI for Machine-Learning Ice Spectra: From 1 to 256 Features
• Download full text (pdf) of Machine-Learning Ice Spectra: From 1 to 256 Features

Molecular dynamics simulations of the sputtering of boron and boron oxide surfaces

Shermukhamedov, Shokirbek; Maihom, Thana; Hermansson, Kersti; Probst, Michael

Part of RSC Advances, p. 34274-34281, 2025

• DOI for Molecular dynamics simulations of the sputtering of boron and boron oxide surfaces
• Download full text (pdf) of Molecular dynamics simulations of the sputtering of boron and boron oxide surfaces

Accurate classification of materials with elEmBERT: Element embeddings for chemical benchmarks

Shermukhamedov, Shokirbek; Mamurjonova, Dilorom; Probst, Michael

Part of APL Machine Learning, 2025

• DOI for Accurate classification of materials with elEmBERT: Element embeddings for chemical benchmarks
• Download full text (pdf) of Accurate classification of materials with elEmBERT: Element embeddings for chemical benchmarks

Modelling the Impact of Argon Atoms on a WO₃ Surface by Molecular Dynamics Simulations

Shermukhamedov, Shokirbek; Maihom, Thana; Probst, Michael

Part of Molecules, 2024

• DOI for Modelling the Impact of Argon Atoms on a WO₃ Surface by Molecular Dynamics Simulations
• Download full text (pdf) of Modelling the Impact of Argon Atoms on a WO₃ Surface by Molecular Dynamics Simulations