Mark Transtrum

Mark Transtrum

Brigham Young University

H-index: 23

North America-United States

About Mark Transtrum

Mark Transtrum, With an exceptional h-index of 23 and a recent h-index of 20 (since 2020), a distinguished researcher at Brigham Young University,

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

Data-driven decomposition of crowd noise from indoor sporting events

The training process of many deep networks explores the same low-dimensional manifold

Obtaining machine learned surrogate underwater acoustics models to enable model reduction

Extending the Manifold Boundary Approximation Method to reduce large-scale, multi-parameter models

Bridging the Gap Between Mechanistic and Phenomenological Models of Cell Survival via the Manifold Boundary Approximation Method (MBAM)

Emergent super-antiferromagnetic correlations in monolayers of Fe3O4 nanoparticles throughout the superparamagnetic blocking transition

Feature selection for a continental-scale geospatial model of environmental sound levels

Learning a surrogate Pekeris waveguide model

Mark Transtrum Information

University

Position

Associate Professor of Physics at

Citations(all)

2801

Citations(since 2020)

1775

Cited By

1730

hIndex(all)

23

hIndex(since 2020)

20

i10Index(all)

40

i10Index(since 2020)

34

Email

University Profile Page

Brigham Young University

Google Scholar

View Google Scholar Profile

Top articles of Mark Transtrum

Title

Journal

Author(s)

Publication Date

Data-driven decomposition of crowd noise from indoor sporting events

The Journal of the Acoustical Society of America

Mitchell C Cutler

Mylan R Cook

Mark K Transtrum

Kent L Gee

2024/2/1

The training process of many deep networks explores the same low-dimensional manifold

Proceedings of the National Academy of Sciences

Jialin Mao

Itay Griniasty

Han Kheng Teoh

Rahul Ramesh

Rubing Yang

...

2024/3/19

Obtaining machine learned surrogate underwater acoustics models to enable model reduction

Bulletin of the American Physical Society

Jay Spendlove

Mark Transtrum

Tracianne Neilsen

2024/3/6

Extending the Manifold Boundary Approximation Method to reduce large-scale, multi-parameter models

Bulletin of the American Physical Society

Mark Transtrum

2024/3/6

Bridging the Gap Between Mechanistic and Phenomenological Models of Cell Survival via the Manifold Boundary Approximation Method (MBAM)

Bulletin of the American Physical Society

Tahir Yusufaly

Seyed Ahmad Sabok-Sayr

Mark Transtrum

2024/3/6

Emergent super-antiferromagnetic correlations in monolayers of Fe3O4 nanoparticles throughout the superparamagnetic blocking transition

arXiv preprint arXiv:2306.11994

Johnathon Rackham

Brittni Pratt

Dalton Griner

Dallin Smith

Yanping Cai

...

2023/6/21

Feature selection for a continental-scale geospatial model of environmental sound levels

The Journal of the Acoustical Society of America

Katrina Pedersen

Mark K Transtrum

Kent L Gee

Shane V Lympany

Michael M James

...

2023/8/1

Learning a surrogate Pekeris waveguide model

The Journal of the Acoustical Society of America

Jay C Spendlove

Mark K Transtrum

Tracianne B Neilsen

2023/10/1

Indicator configuration: An information-matching method of data reduction for training interatomic potential

APS March Meeting Abstracts

Yonatan Kurniawan

Mark Transtrum

Cody Petrie

Dylan Bailey

2023

An app for nationwide dynamic traffic noise prediction

INTER-NOISE and NOISE-CON Congress and Conference Proceedings

Mylan Cook

Kent Gee

Mark Transtrum

Shane Lympany

2023/5/25

ZrNb (CO) RF superconducting thin film with high critical temperature in the theoretical limit

Advanced Electronic Materials

Zeming Sun

Thomas Oseroff

Zhaslan Baraissov

Darrah K Dare

Katrina Howard

...

2023/8

Sloppy model analysis identifies bifurcation parameters without normal form analysis

Physical Review E

Christian NK Anderson

Mark K Transtrum

2023/12/28

Parameter reduction for environmental inversions in ocean acoustics

The Journal of the Acoustical Society of America

Mark K Transtrum

Jay C Spendlove

Tracianne B Neilsen

2023/10/1

Machine-Learning surrogates for information geometric analysis of multi-parameter models

APS March Meeting Abstracts

Jay Spendlove

Mark Transtrum

Tracianne Neilsen

2023

Information geometry for environmental inversions in ocean acoustics

The Journal of the Acoustical Society of America

Mark K Transtrum

Jay C Spendlove

Tracianne B Neilsen

2023/3/1

Enhanced Surface Superconductivity of Niobium by Zirconium Doping

Physical Review Applied

Nathan S Sitaraman

Zeming Sun

Benjamin L Francis

Ajinkya C Hire

Thomas Oseroff

...

2023/7/28

Toward a dynamic national transportation noise map: Modeling temporal variability of traffic volume

The Journal of the Acoustical Society of America

Mylan R Cook

Kent L Gee

Mark Transtrum

Shane V Lympany

2023/11/1

Recurrence quantification analysis of crowd sound dynamics

Cognitive Science

Shannon Proksch

Majerle Reeves

Kent Gee

Mark Transtrum

Chris Kello

...

2023/10

Simulation of the Field Enhancement Effect in Type II Superconductors for SRF applications

APS March Meeting Abstracts

Aiden Harbick

Mark Transtrum

2023

Machine learning a surrogate model for transmission loss on a Pekeris waveguide

The Journal of the Acoustical Society of America

Jay C Spendlove

Mark K Transtrum

Tracianne B Neilsen

2023/3/1

See List of Professors in Mark Transtrum University(Brigham Young University)