Ph.D. in Scienza E Tecnologia Dei Materiali , 36th cycle (2020-2023)
Ph.D. obtained in 2024
Dissertation:
Computational and Statistical Approaches to Study Complex Molecular Systems and Their Emergent Properties (Abstract)
Tutors:
Giovanni Maria PavanPublications
Works published during the Ph.D. View all publications in Porto@Iris
- Cioni, Matteo; DELLE PIANE, Massimo; Polino, Daniela; Rapetti, Daniele; Crippa, Martina; ... (2024)
Sampling Real‐Time Atomic Dynamics in Metal Nanoparticles by Combining Experiments, Simulations, and Machine Learning. In: ADVANCED SCIENCE, vol. 11. ISSN 2198-3844
Contributo su Rivista - Crippa, Martina (2024)
Computational and Statistical Approaches to Study Complex Molecular Systems and Their Emergent Properties. relatore: PAVAN, GIOVANNI MARIA; , 36. XXXVI Ciclo, P.: 355
Doctoral Thesis - Crippa, M.; Cardellini, A.; Cioni, M.; Csanyi, G.; Pavan, G. M. (2023)
Machine learning of microscopic structure-dynamics relationships in complex molecular systems. In: MACHINE LEARNING: SCIENCE AND TECHNOLOGY, vol. 4. ISSN 2632-2153
Contributo su Rivista - Crippa, Martina; Cardellini, Annalisa; Caruso, Cristina; Pavan, Giovanni M. (2023)
Detecting dynamic domains and local fluctuations in complex molecular systems via timelapse neighbors shuffling. In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, vol. 120. ISSN 0027-8424
Contributo su Rivista - Cardellini, Annalisa; Crippa, Martina; Lionello, Chiara; Afrose, Syed Pavel; Das, ... (2023)
Unsupervised Data-Driven Reconstruction of Molecular Motifs in Simple to Complex Dynamic Micelles. In: THE JOURNAL OF PHYSICAL CHEMISTRY. B, vol. 127, pp. 2595-2608. ISSN 1520-5207
Contributo su Rivista - Empereur-mot, Charly; Pedersen, Kasper B.; Capelli, Riccardo; Crippa, Martina; Caruso, ... (2023)
Automatic Optimization of Lipid Models in the Martini Force Field Using SwarmCG. In: JOURNAL OF CHEMICAL INFORMATION AND MODELING, vol. 63, pp. 3827-3838. ISSN 1549-9596
Contributo su Rivista - Caruso, Cristina; Cardellini, Annalisa; Crippa, Martina; Rapetti, Daniele; Pavan, ... (2023)
TimeSOAP: Tracking high-dimensional fluctuations in complex molecular systems via time variations of SOAP spectra. In: THE JOURNAL OF CHEMICAL PHYSICS, vol. 158. ISSN 0021-9606
Contributo su Rivista - Crippa, M.; Perego, C.; de Marco, A. L.; Pavan, G. M. (2022)
Molecular communications in complex systems of dynamic supramolecular polymers. In: NATURE COMMUNICATIONS, vol. 13. ISSN 2041-1723
Contributo su Rivista - Crippa, M.; Andreghetti, D.; Capelli, R.; Tiana, G. (2021)
Evolution of frustrated and stabilising contacts in reconstructed ancient proteins. In: EUROPEAN BIOPHYSICS JOURNAL WITH BIOPHYSICS LETTERS, vol. 50, pp. 699-712. ISSN 0175-7571
Contributo su Rivista