TIANA, GUIDO
TIANA, GUIDO
Dipartimento di Fisica Aldo Pontremoli
Machine Learning-based prediction of protein-ligand binding affinity
2026 F. Tanda, R. Beccaria, G. Tiana, M. Civera
Controlled Langevin dynamics for sampling of feedforward neural networks trained with minibatches
2026 A. Zambon, F. Caruso, R. Zecchina, G. Tiana
Sampling the space of solutions of an artificial neural network
2025 A. Zambon, E.M. Malatesta, G. Tiana, R. Zecchina
The standard coil or globule phases cannot describe the denatured state of structured proteins and intrinsically disordered proteins
2025 F. Righini, G. Potel, R. Capelli, G. Tiana
Chromatin landscape at cis-regulatory elements orchestrates cell fate decisions in early embryogenesis
2025 F. Cardamone, A. Piva, E. Löser, B. Eichenberger, M.C. Romero-Mulero, F. Zenk, E.J. Shields, N. Cabezas-Wallscheid, R. Bonasio, G. Tiana, Y. Zhan, N. Iovino
Length-dependent residence time of contacts in simple polymeric models
2025 E. Marchi, G. Tiana
Inheritance of H3K9 methylation regulates genome architecture in Drosophila early embryos
2024 N. Atinbayeva, I. Valent, F. Zenk, E. Loeser, M. Rauer, S. Herur, P. Quarato, G. Pyrowolakis, A. Gomez-Auli, G. Mittler, G. Cecere, S. Erhardt, G. Tiana, Y. Zhan, N. Iovino
Structure of the space of folding protein sequences defined by large language models
2024 A. Zambon, R. Zecchina, G. Tiana
A rationale for the poor response to alectinib in a patient with adenocarcinoma of the lung harbouring a STRN-ALK fusion by artificial intelligence and molecular modelling: a case report
2024 M. Barberis, A. Rappa, F. de Marinis, G. Pelosi, E.G. Rocco, Y. Zhan, G. Tiana
Predicting the Binding of Small Molecules to Proteins through Invariant Representation of the Molecular Structure
2024 R. Beccaria, A. Lazzeri, G. Tiana
Effective model of protein-mediated interactions in chromatin
2024 F. Borando, G. Tiana
Locality of contacts determines the subdiffusion exponents in polymeric models of chromatin
2023 E. Marchi, Y. Zhan, G. Tiana
Application of machine learning to cluster hotel booking curves for hotel demand forecasting
2023 L. Viverit, C.Y. Heo, L.N. Pereira, G. Tiana
Key interaction patterns in proteins revealed by cluster expansion of the partition function
2022 M. Tajana, A. Trovato, G. Tiana
The denatured state of HIV-1 protease under native conditions
2022 H.I. Rösner, M. Caldarini, G. Potel, D. Malmodin, M.A. Vanoni, A. Aliverti, R.A. Broglia, B.B. Kragelund, G. Tiana
Polymer Folding Simulations from Hi-C Data
2022 Y. Zhan, L. Giorgetti, G. Tiana
Cohesin and CTCF control the dynamics of chromosome folding
2022 P. Mach, P.I. Kos, Y. Zhan, J. Cramard, S. Gaudin, J. Tünnermann, E. Marchi, J. Eglinger, J. Zuin, M. Kryzhanovska, S. Smallwood, L. Gelman, G. Roth, E.P. Nora, G. Tiana, L. Giorgetti
Native state of natural proteins optimizes local entropy
2021 M. Negri, G. Tiana, R. Zecchina
Evolution of frustrated and stabilising contacts in reconstructed ancient proteins
2021 M. Crippa, D. Andreghetti, R. Capelli, G. Tiana
Managing Experimental 3D Structures in the Beyond-Rule-of-5 Chemical Space : The Case of Rifampicin
2021 G. Ermondi, F. Lavore, M. Vallaro, G. Tiana, F. Vasile, G. Caron