Gian-Marco Rignanese

Institute of Condensed Matter and Nanosciences, Université Catholique de Louvain, Louvain-la-Neuve, WEL Research Institute

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Open-Source Models & Weights (1)Scientific Discovery & Drug Design (1)

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R. A. Gouvêa (1)Rogério Almeida Gouvêa (1)G.-M. Rignanese (1)

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Apr 30, 2026

R. A. Gouvêa +33w ago·also Institute of Condensed Matter and Nanosciences, Louvain-la-Neuve, Université Catholique de Louvain, WEL Research Institute

VibroML: an automated toolkit for high-throughput vibrational analysis and dynamic instability remediation of crystalline materials using machine-learned potentials

Forget computationally verifying stability – VibroML automatically *fixes* dynamically unstable crystal structures, opening the door to exploring previously inaccessible materials.

R. A. Gouvêa, Rogério Almeida Gouvêa, G.-M. Rignanese +1

Open-Source Models & Weights Scientific Discovery & Drug Design

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Gian-Marco Rignanese

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)