Paolo Elvati

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 7

Top Topics

Multitask Learning

Protein Interaction

Network Properties

Chemical Reaction

Top Venues

Nat. Comput. Sci.

Publications

Matt Raymond, Jacob Charles Saldinger, Paolo Elvati, Clayton Scott, Angela Violi
Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets. CoRR (2024)
Jacob Saldinger, Matt Raymond, Paolo Elvati, Angela Violi
Domain-agnostic predictions of nanoscale interactions in proteins and nanoparticles. Nat. Comput. Sci. 3 (5) (2023)
Navid Barani, Kamal Sarabandi, Nicholas A. Kotov, J. Scott Vanepps, Paolo Elvati, Yichun Wang, Angela Violi
A Multiphysics Modeling of Electromagnetic Signaling Phenomena at kHz-GHz Frequencies in Bacterial Biofilms. IEEE Access 10 (2022)
Mayank Baranwal, Abram Magner, Jacob Saldinger, Emine S. Turali-Emre, Paolo Elvati, Shivani Kozarekar, J. Scott Vanepps, Nicholas A. Kotov, Angela Violi, Alfred O. Hero III
Struct2Graph: a graph attention network for structure based predictions of protein-protein interactions. BMC Bioinform. 23 (1) (2022)
Mayank Baranwal, Abram Magner, Paolo Elvati, Jacob Saldinger, Angela Violi, Alfred O. Hero III
A deep learning architecture for metabolic pathway prediction. Bioinform. 36 (8) (2020)
Farshad Harirchi, Omar A. Khalil, Sijia Liu, Paolo Elvati, Angela Violi, Alfred O. Hero III
A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical Reaction Networks. CoRR (2017)
Omar A. Khalil, Farshad Harirchi, Doohyun Kim, Sijia Liu, Paolo Elvati, Angela Violi, Alfred O. Hero III
Model Reduction in Chemical Reaction Networks: A Data-Driven Sparse-Learning Approach. CoRR (2017)