Angela Violi

Angela Violi

University of Michigan

H-index: 51

North America-United States

About Angela Violi

Angela Violi, With an exceptional h-index of 51 and a recent h-index of 32 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of nanoscience, combustion, biology, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

SPIN: A data-driven model to reduce large chemical reaction networks

Predicting aggregation rates of polycyclic aromatics through machine learning

Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets

Hybrid Molecular Dynamics-Machine Learning Approach for Efficient Modeling of Particle Growth in Non-Thermal Plasma

Finite-size effects in the static structure factor and for a two-dimensional Yukawa liquid

Static structure factor data for a 2D Yukawa liquid

Domain-agnostic predictions of nanoscale interactions in proteins and nanoparticles

A machine learning framework to predict the aggregation of polycyclic aromatic compounds

Angela Violi Information

University

Position

___

Citations(all)

7900

Citations(since 2020)

3231

Cited By

5946

hIndex(all)

51

hIndex(since 2020)

32

i10Index(all)

98

i10Index(since 2020)

76

Email

University Profile Page

University of Michigan

Google Scholar

View Google Scholar Profile

Angela Violi Skills & Research Interests

nanoscience

combustion

biology

machine learning

Top articles of Angela Violi

Title

Journal

Author(s)

Publication Date

SPIN: A data-driven model to reduce large chemical reaction networks

Fuel

Mayank Baranwal

Jacob C Saldinger

Doohyun Kim

Paolo Elvati

Alfred O Hero

...

2024/7/1

Predicting aggregation rates of polycyclic aromatics through machine learning

Fuel

Jacob C Saldinger

Paolo Elvati

Karam Alrawi

Angela Violi

2024/5/15

Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets

arXiv preprint arXiv:2403.14466

Matt Raymond

Jacob Charles Saldinger

Paolo Elvati

Clayton Scott

Angela Violi

2024/3/21

Hybrid Molecular Dynamics-Machine Learning Approach for Efficient Modeling of Particle Growth in Non-Thermal Plasma

Bulletin of the American Physical Society

Paolo Elvati

Jacob Saldinger

Matt Raymond

Jonathan Lin

Angela Violi

...

2023/10/12

Finite-size effects in the static structure factor and for a two-dimensional Yukawa liquid

Physical Review E

Vitaliy Zhuravlyov

J Goree

Paolo Elvati

Angela Violi

2023/9/21

Static structure factor data for a 2D Yukawa liquid

Vitaliy Zhuravlyov

John A Goree

Paolo Elvati

Angela Violi

2023/8/4

Domain-agnostic predictions of nanoscale interactions in proteins and nanoparticles

Nature Computational Science

Jacob Charles Saldinger

Matt Raymond

Paolo Elvati

Angela Violi

2023/5/1

A machine learning framework to predict the aggregation of polycyclic aromatic compounds

Proceedings of the Combustion Institute

Jacob C Saldinger

Paolo Elvati

Angela Violi

2023/3/11

Elucidating the polycyclic aromatic hydrocarbons involved in soot inception

Communications Chemistry

Can Shao

Qi Wang

Wen Zhang

Anthony Bennett

Yang Li

...

2023/10/16

Low-THz Vibrations of Biological Membranes

Chloe Luyet

Paolo Elvati

Jordan Vinh

Angela Violi

2023/2/25

Molecular Architecture of PSMα1 Functional Amyloids

Paolo Elvati

Chloe Luyet

Yichun Wang

Changjiang Liu

J VanEpps

...

2022/2/8

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

...

2022/4/5

Featured Cover

Chirality

Gerardo Salinas

Serena Arnaboldi

Giorgia Bonetti

Roberto Cirilli

Tiziana Benincori

...

2021/12/1

A predictive model for the aggregation of polycyclic aromatic compounds

Jacob C Saldinger

Paolo Elvati

Angela Violi

2022

Unifying structural descriptors for biological and bioinspired nanoscale complexes

Nature Computational Science

Minjeong Cha+

Emine Sumeyra Turali Emre+(co-first)

Xiongye Xiao

Ji-Young Kim

Paul Bogdan

...

2022/4

Comparison of the static structure factor at long wavelengths for a dusty plasma liquid and other liquids

Physical Review E

Vitaliy Zhuravlyov

J Goree

Jack F Douglas

Paolo Elvati

Angela Violi

2022/11/28

Distance-dependent resonance energy transfer in alkyl-terminated Si nanocrystal solids

The Journal of Chemical Physics

Zhaohan Li

Zachary L Robinson

Paolo Elvati

Angela Violi

Uwe R Kortshagen

2022/3/28

Chiral chromatography and surface chirality of carbon nanoparticles.

Chirality

Misché A Hubbard

Chloe Luyet

Prashant Kumar

Paolo Elvati

J Scott VanEpps

...

2022/10/11

Uncertainty-based weight determination for surrogate optimization

Combustion and Flame

Doohyun Kim

Angela Violi

2022/3/1

Exploring soot inception rate with stochastic modelling and machine learning

Combustion and Flame

Luke Di Liddo

Jacob C Saldinger

Mehdi Jadidi

Paolo Elvati

Angela Violi

...

2022/10/4

See List of Professors in Angela Violi University(University of Michigan)

Co-Authors

H-index: 54
Andrea D'Anna

Andrea D'Anna

Università degli Studi di Napoli Federico II

H-index: 37
JoAnn Slama Lighty

JoAnn Slama Lighty

Boise State University

H-index: 20
Jason Martz

Jason Martz

University of Michigan-Dearborn

H-index: 12
Doohyun Kim

Doohyun Kim

University of Michigan-Dearborn

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