Angela Violi

16 papers C 1Misc 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
Automated Screening of Antibacterial Nanoparticle Literature: Dataset Curation and Model Evaluation.
EACL (Volume 1: Long Papers)
Alperen Ozturk, Saziye Betül Özates, Sophia Bahar Root, Angela Violi, Nicholas A. Kotov, J. Scott Vanepps, Emine Sumeyra Turali-Emre
2026 J jnl
Universal feature selection for simultaneous interpretability of multitask datasets.
J. Cheminformatics
Matt Raymond, Jacob Charles Saldinger, Paolo Elvati, Angela Violi
2025 J jnl
Machine learning models for Si nanoparticle growth in nonthermal plasma.
CoRR
Matt Raymond, Paolo Elvati, Jacob Charles Saldinger, Jonathan Lin, Xuetao Shi, Angela Violi
2024 J jnl
A deep learning architecture for metabolic pathway prediction.
Bioinform.
Mayank Baranwal, Abram Magner, Paolo Elvati, Jacob Saldinger, Angela Violi, Alfred O. Hero III
2024 — conf
Joint Optimization of Piecewise Linear Ensembles.
MLSP
Matt Raymond, Angela Violi, Clayton Scott
2024 J jnl
Joint Optimization of Piecewise Linear Ensembles.
CoRR
Matt Raymond, Angela Violi, Clayton Scott
2024 J jnl
Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets.
CoRR
Matt Raymond, Jacob Charles Saldinger, Paolo Elvati, Clayton Scott, Angela Violi
2023 J jnl
Domain-agnostic predictions of nanoscale interactions in proteins and nanoparticles.
Nat. Comput. Sci.
Jacob Saldinger, Matt Raymond, Paolo Elvati, Angela Violi
2022 J jnl
A Multiphysics Modeling of Electromagnetic Signaling Phenomena at kHz-GHz Frequencies in Bacterial Biofilms.
IEEE Access
Navid Barani, Kamal Sarabandi, Nicholas A. Kotov, J. Scott Vanepps, Paolo Elvati, Yichun Wang, Angela Violi
2022 J jnl
Struct2Graph: a graph attention network for structure based predictions of protein-protein interactions.
BMC Bioinform.
Mayank Baranwal, Abram Magner, Jacob Saldinger, Emine Sumeyra Turali-Emre, Paolo Elvati, Shivani Kozarekar, J. Scott Vanepps, Nicholas A. Kotov, Angela Violi, Alfred O. Hero III
2022 J jnl
Unifying structural descriptors for biological and bioinspired nanoscale complexes.
Nat. Comput. Sci.
Minjeong Cha, Emine Sumeyra Turali-Emre, Xiongye Xiao, Ji-Young Kim, Paul Bogdan, J. Scott Vanepps, Angela Violi, Nicholas A. Kotov
2020 J jnl
A deep learning architecture for metabolic pathway prediction.
Bioinform.
Mayank Baranwal, Abram Magner, Paolo Elvati, Jacob Saldinger, Angela Violi, Alfred O. Hero III
2017 J jnl
A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical Reaction Networks.
CoRR
Farshad Harirchi, Omar A. Khalil, Sijia Liu, Paolo Elvati, Angela Violi, Alfred O. Hero III
2017 J jnl
Model Reduction in Chemical Reaction Networks: A Data-Driven Sparse-Learning Approach.
CoRR
Omar A. Khalil, Farshad Harirchi, Doohyun Kim, Sijia Liu, Paolo Elvati, Angela Violi, Alfred O. Hero III
2005 C conf
A Multi-scale Computational Approach for Nanoparticle Growth in Combustion Environments.
HPCC
Angela Violi, Gregory A. Voth
2001 Misc conf
Validation Web Site: A Combustion Collaboratory over the Internet.
International Conference on Computational Science (2)
Angela Violi, Xiaodong Chen, Gary Lindstrom, Eric Eddings, Adel F. Sarofim