Matthew J. Hoffman

Matthew J. Hoffman

Rochester Institute of Technology

H-index: 23

North America-United States

About Matthew J. Hoffman

Matthew J. Hoffman, With an exceptional h-index of 23 and a recent h-index of 18 (since 2020), a distinguished researcher at Rochester Institute of Technology, specializes in the field of Mathematical modeling, Data assimilation, marine debris, plastic pollution, target tracking.

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

A city-wide emissions inventory of plastic pollution

DDDAS-Based Remote Sensing

Reconstructing cardiac electrical excitations from optical mapping recordings

Reconstructing action potential and ionic current dynamics of a mammalian ventricular cell using data assimilation

A method for estimating fish density through the catches of gillnets

Semantic segmentation with active semi-supervised learning

Semi-supervised hyperspectral object detection challenge results-PBVS 2022

Runoff and discharge pathways of microplastics into freshwater ecosystems: A systematic review and meta-analysis

Matthew J. Hoffman Information

University

Position

Associate Professor of Mathematical Sciences

Citations(all)

2407

Citations(since 2020)

1692

Cited By

1192

hIndex(all)

23

hIndex(since 2020)

18

i10Index(all)

33

i10Index(since 2020)

27

Email

University Profile Page

Rochester Institute of Technology

Google Scholar

View Google Scholar Profile

Matthew J. Hoffman Skills & Research Interests

Mathematical modeling

Data assimilation

marine debris

plastic pollution

target tracking

Top articles of Matthew J. Hoffman

Title

Journal

Author(s)

Publication Date

A city-wide emissions inventory of plastic pollution

Environmental Science & Technology

Xia Zhu

Matthew J Hoffman

Chelsea M Rochman

2024/2/1

DDDAS-Based Remote Sensing

Matthew J Hoffman

Aneesh Rangnekar

Zachary Mulhollan

Anthony Vodacek

2023/9/6

Reconstructing cardiac electrical excitations from optical mapping recordings

Chaos: An Interdisciplinary Journal of Nonlinear Science

Christopher D Marcotte

Matthew J Hoffman

Flavio H Fenton

Elizabeth M Cherry

2023/9/1

Reconstructing action potential and ionic current dynamics of a mammalian ventricular cell using data assimilation

Biophysical Journal

Mario J Mendez

Matthew J Hoffman

Elizabeth Cherry

Seth H Weinberg

2023/2/10

A method for estimating fish density through the catches of gillnets

Fisheries Management and Ecology

Feodor Lobyrev

Matthew J Hoffman

2023/2

Semantic segmentation with active semi-supervised learning

Aneesh Rangnekar

Christopher Kanan

Matthew Hoffman

2023

Semi-supervised hyperspectral object detection challenge results-PBVS 2022

Aneesh Rangnekar

Zachary Mulhollan

Anthony Vodacek

Matthew Hoffman

Angel D Sappa

...

2022

Runoff and discharge pathways of microplastics into freshwater ecosystems: A systematic review and meta-analysis

J Wang

K Bucci

PA Helm

T Hoellein

MJ Hoffman

...

2022/12/12

SpecAL: Towards Active Learning for Semantic Segmentation of Hyperspectral Imagery

Aneesh Rangnekar

Emmett Ientilucci

Christopher Kanan

Matthew Hoffman

2022/10/6

Modeling three-dimensional transport of microplastics and impacts of biofouling in Lake Erie and Lake Ontario

Journal of Great Lakes Research

Juliette Daily

Anna Christina Tyler

Matthew J Hoffman

2022/10/1

A data-assimilation approach to predict population dynamics during epithelial-mesenchymal transition

Biophysical Journal

Mario J Mendez

Matthew J Hoffman

Elizabeth M Cherry

Christopher A Lemmon

Seth H Weinberg

2022/8/16

A data assimilation approach to predict cell population epithelial-mesenchymal transition dynamics

Biophysical Journal

Mario J Mendez

Matthew J Hoffman

Elizabeth Cherry

Christopher A Lemmon

Seth H Weinberg

2022/2/11

Predicting Epithelial-Mesenchymal Transition Dynamics Under Specific Perturbations using Data Assimilation

Biophysical Journal

Mario J Mendez

Matthew J Hoffman

Elizabeth M Cherry

Christopher A Lemmon

Seth H Weinberg

2021/2/12

Fine-tuning for one-look regression vehicle counting in low-shot aerial datasets

Aneesh Rangnekar

Yi Yao

Matthew Hoffman

Ajay Divakaran

2021

Hyperspectral Camera Characterization of System Spectral Radiance Error for Spectral Identification of Reflective Objects Using Aerial Imagery

AGU Fall Meeting Abstracts

Zachary Mulhollan

Donald McKeown

Aneesh Rangnekar

Anthony Vodacek

Matthew Hoffman

2021/12

Robust data assimilation with noise: Applications to cardiac dynamics

Chaos: An Interdisciplinary Journal of Nonlinear Science

Christopher D Marcotte

Flavio H Fenton

Matthew J Hoffman

Elizabeth M Cherry

2021/1/1

Incorporating terrain specific beaching within a lagrangian transport plastics model for Lake Erie

Microplastics and Nanoplastics

Juliette Daily

Victor Onink

Cleo E Jongedijk

Charlotte Laufkötter

Matthew J Hoffman

2021/12

Global simulations of marine plastic transport show plastic trapping in coastal zones

Environmental Research Letters

Victor Onink

Cleo E Jongedijk

Matthew J Hoffman

Erik van Sebille

Charlotte Laufkötter

2021/6/2

Global modelling of plastic beaching indicates coastlines and coastal waters as significant plastic reservoirs

EGU General Assembly Conference Abstracts

Victor Onink

Cleo Jongedijk

Matthew Hoffman

Erik van Sebille

Charlotte Laufkötter

2021/4

Sensitivity of a data-assimilation system for reconstructing three-dimensional cardiac electrical dynamics

Philosophical Transactions of the Royal Society A

Matthew J Hoffman

Elizabeth M Cherry

2020/6/12

See List of Professors in Matthew J. Hoffman University(Rochester Institute of Technology)

Co-Authors

H-index: 29
Elizabeth M. Cherry

Elizabeth M. Cherry

Georgia Institute of Technology

H-index: 29
Anthony Vodacek

Anthony Vodacek

Rochester Institute of Technology

H-index: 5
Aneesh Rangnekar

Aneesh Rangnekar

Rochester Institute of Technology

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