Xiliang Lian

5PUBLICATIONS
8CO-AUTHORS
Deep learningTransition metal chemistryTheory and design of materialsSupramolecular chemistryTransport properties and non-equilibrium processes
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Publications (5)

|Sep 08, 2026
Data-Efficient and Fast Machine Learning Molecular Dynamics through Integrated Active Learning and Knowledge Distillation.

|Sep 05, 2025
Intercalation of Transition Metals into MXenes: Impact on Electronic and Pseudocapacitive Properties.

Shianlin Wee, Xiliang Lian, Dario Gomez Vazquez

|Jul 25, 2024
Modeling of Nanomaterials for Supercapacitors: Beyond Carbon Electrodes.

Sheng Bi, Lisanne Knijff, Xiliang Lian

|Mar 21, 2024
Tuning MXene Properties through Cu Intercalation: Coupled Guest/Host Redox and Pseudocapacitance.

Shianlin Wee, Xiliang Lian, Evgeniya Vorobyeva

|Oct 10, 2023
Capturing the interactions in the BaSnF4 ionic conductor: Comparison between a machine-learning potential and a polarizable force field.

Xiliang Lian, Mathieu Salanne

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Frequent Collaborators

4 joint publications

Mathieu Salanne

2 joint publications

Maria R Lukatskaya

1 joint publications

Akhil Tayal

1 joint publications

Vladimir Roddatis