Author

Clovis Lapointe

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Preprint Aug 2026

Systematic and accurate anharmonic formation free energies of metastable defects via a constrained Bayesian Adaptive Biasing Force framework

Computing the formation free energies of metastable defects at finite temperature remains challenging due to anharmonicity, the multiplicity of basins and the frequent occurrence of migration events. Using the previously introduced constrained Bayesian Adaptive Biasing Force method (BABFc), we establish a practical the...

Clovis Lapointe, Anruo Zhong, M. Athènes et al. · 0 citations

Review Open access Aug 2026

Deep learning in materials electron microscopy: models, applications and emerging trends

The intersection of deep learning (DL) and materials electron microscopy (EM) has significantly expanded since the early 2010 s; however, the diversity of model architectures and use cases makes it hard to identify literature gaps and determine which models are well-established in this field of application. This work p...

Camilo A. F. Salvador, Clovis Lapointe, T. Bilyk et al. · Machine Learning: Science an... · 0 citations