Rignanese, Gian-Marco

1. Systematic assessment of various universal machine-learning interatomic potentials
   2024/03/08 by Haochen Yu, Yu, Haochen, Matteo Giantomassi +5 · 6 citations
   Neuroscience · Engineering · #EEG and Brain-Computer Interfaces #Muscle activation and electromyography studies
2. A generative material transformer using Wyckoff representation
   2025/01/27 by Pierre-Paul De Breuck, De Breuck, Pierre-Paul, Hashim A. Piracha +5 · 1 voice · 9 citations
   Computer Science · Engineering · #Architecture and Computational Design #Music Technology and Sound Studies #cond-mat.mtrl-sci
3. SnP₂S₆: A Promising Infrared Nonlinear Optical Crystal with Strong Non-Resonant Second Harmonic Generation and Phase-matchability
   2022/04/08 by Jingyang He, He, Jingyang, Seng Huat Lee +23 · 2 citations
   Engineering · Materials Science · #Crystal Structures and Properties #FOS: Physical sciences #Nonlinear Optical Materials Research #Optics (physics.optics) #Solid State Laser Technologies
4. Abinit 2025: New Capabilities for the Predictive Modeling of Solids and Nanomaterials
   2025/07/11 by Matthieu J. Verstraete, Verstraete, Matthieu J., João Abreu +146 · 1 voice · 9 citations
   Materials Science · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
5. An unlikely route to low lattice thermal conductivity: small atoms in a simple layered structure
   2018/04/04 by Peng, Wanyue, Petretto, Guido, Rignanese, Gian-Marco +2 · 1 citation
   #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
6. Shared Metadata for Data-Centric Materials Science
   2022/05/29 by Ghiringhelli, Luca M., Baldauf, Carsten, Bereau, Tristan +32 · 1 citation
   #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
7. Nonunique fraction of Fock exchange for defects in two-dimensional materials
   2022/06/01 by Chen, Wei, Griffin, Sinéad M., Rignanese, Gian-Marco +1 · 1 citation
   #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
8. Generative AI for Crystal Structures: A Review
   2025/09/02 by Pierre-Paul De Breuck, De Breuck, Pierre-Paul, Hai‐Chen Wang +7 · 6 citations
   Chemical Engineering · Chemistry · Materials Science · #Catalysis and Oxidation Reactions #FOS: Physical sciences #Inorganic Chemistry and Materials #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
9. Machine Learning on Multiple Topological Materials Datasets
   2025/03/20 by Yuqing He, He, Yuqing, Pierre-Paul De Breuck +7 · 1 citation
   Materials Science · #Machine Learning in Materials Science
10. Accelerating the discovery of high-performance nonlinear optical materials using active learning and high-throughput screening
    2025/04/02 by Trinquet, Victor, Evans, Matthew L., Rignanese, Gian-Marco · 1 citation
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)