Tobias Hilpert

most citedWhat Happens at Surfaces and Grain Boundaries of Halide Perovskites: Insights from Reactive Molecular Dynamics Simulations of CsPbI

_{3}

57 citations · 59 across the 3 of their papers we have counts for

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cond-mat.mtrl-sci2026★ 2 cited

Scalar machine learning of tensorial quantities -- Born effective charges from monopole models

Bernhard Schmiedmayer, Angela Rittsteuer, Tobias Hilpert +1

Predicting tensorial properties with machine learning models typically requires carefully designed tensorial descriptors. In this work, we introduce an alternative strategy for lea…

cond-mat.mtrl-sci2022★ 57 cited

What Happens at Surfaces and Grain Boundaries of Halide Perovskites: Insights from Reactive Molecular Dynamics Simulations of CsPbI $_{3}$

Mike Pols, Tobias Hilpert, Ivo Filot +3

The commercialization of perovskite solar cells is hindered by the poor long-term stability of the metal halide perovskite (MHP) light absorbing layer. Solution processing, the com…

Scalar machine learning of tensorial quantities -- Born effective charges from monopole models

What Happens at Surfaces and Grain Boundaries of Halide Perovskites: Insights from Reactive Molecular Dynamics Simulations of CsPbI3​

What Happens at Surfaces and Grain Boundaries of Halide Perovskites: Insights from Reactive Molecular Dynamics Simulations of CsPbI $_{3}$