Luis A. Nunes Amaral

Luis A. Nunes Amaral

North Western University

H-index: 86

Asia-Bangladesh

About Luis A. Nunes Amaral

Luis A. Nunes Amaral, With an exceptional h-index of 86 and a recent h-index of 48 (since 2020), a distinguished researcher at North Western University, specializes in the field of Complex systems, Statistical Physics, Quantitative Biology, Science of Science, Data Science.

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

Artificial intelligence needs a scientific method-driven reset

Data-driven design of a tool to promote the investigation of understudied genes.

A new approach for extracting information from protein dynamics

Quantifying the impact of uninformative features on the performance of supervised classification and dimensionality reduction algorithms

The first step is recognizing there is a problem: a methodology for adjusting for variability in disease severity when estimating clinician performance

The characteristics of early-stage research into human genes are substantially different from subsequent research

Aging is associated with a systemic length-associated transcriptome imbalance

Forecasting the evolution of fast-changing transportation networks using machine learning

Luis A. Nunes Amaral Information

University

Position

E. O. Haven Professor co-Director

Citations(all)

64146

Citations(since 2020)

20495

Cited By

52049

hIndex(all)

86

hIndex(since 2020)

48

i10Index(all)

178

i10Index(since 2020)

121

Email

University Profile Page

North Western University

Google Scholar

View Google Scholar Profile

Luis A. Nunes Amaral Skills & Research Interests

Complex systems

Statistical Physics

Quantitative Biology

Science of Science

Data Science

Top articles of Luis A. Nunes Amaral

Title

Journal

Author(s)

Publication Date

Artificial intelligence needs a scientific method-driven reset

Nature Physics

Luís A Nunes Amaral

2024/2/23

Data-driven design of a tool to promote the investigation of understudied genes.

Biorxiv: the Preprint Server for Biology

RA Richardson

Heliodoro Tejedor Navarro

Luis A Nunes Amaral

Thomas Stoeger

2023/3/1

A new approach for extracting information from protein dynamics

Proteins: Structure, Function, and Bioinformatics

Jenny Liu

Luís AN Amaral

Sinan Keten

2023/2

Quantifying the impact of uninformative features on the performance of supervised classification and dimensionality reduction algorithms

APL Machine Learning

Weihua Lei

Cleber Zanchettin

Zoey E Ho

Luís A Nunes Amaral

2023/12/1

The first step is recognizing there is a problem: a methodology for adjusting for variability in disease severity when estimating clinician performance

BMC Medical Research Methodology

Meagan Bechel

Adam R Pah

Stephen D Persell

Curtis H Weiss

Luís A Nunes Amaral

2022/3/16

The characteristics of early-stage research into human genes are substantially different from subsequent research

PLoS biology

Thomas Stoeger

Luís A Nunes Amaral

2022/1/6

Aging is associated with a systemic length-associated transcriptome imbalance

Nature Aging

Thomas Stoeger

Rogan A Grant

Alexandra C McQuattie-Pimentel

Kishore R Anekalla

Sophia S Liu

...

2022/12

Forecasting the evolution of fast-changing transportation networks using machine learning

Nature communications

Weihua Lei

Luiz GA Alves

Luís A Nunes Amaral

2022/7/22

A cautionary tale from the machine scientist

Nature Machine Intelligence

Luís A Nunes Amaral

2022/5

Conformational stability of the bacterial adhesin, FimH, with an inactivating mutation

Proteins: Structure, Function, and Bioinformatics

Jenny Liu

Luis A Nunes Amaral

Sinan Keten

2021/3

Spreader events and the limitations of projected networks for capturing dynamics on multi-partite networks

Physical Review E

HA Lee

LGA Alves

LAN Amaral

2021/1/26

Information-theory-based benchmarking and feature selection algorithm improve cell type annotation and reproducibility of single cell RNA-seq data analysis pipelines

bioRxiv

Ziyou Ren

Martin Gerlach

Hanyu Shi

Alexander V Misharin

GR Scott Budinger

...

2020/11/4

How to build a more open justice system

Science

Adam R Pah

David L Schwartz

Sarath Sanga

Zachary D Clopton

Peter DiCola

...

2020/7/10

Long-term patterns of gender imbalance in an industry without ability or level of interest differences

PloS one

Luís A Nunes Amaral

João AG Moreira

Murielle L Dunand

Heliodoro Tejedor Navarro

Hyojun Ada Lee

2020/4/1

Fly-QMA: Automated analysis of mosaic imaginal discs in Drosophila

PLoS computational biology

Sebastian M Bernasek

Nicolás Peláez

Richard W Carthew

Neda Bagheri

Luís AN Amaral

2020/3/3

Centrality anomalies in complex networks as a result of model over-simplification

New Journal of Physics

Luiz GA Alves

Alberto Aleta

Francisco A Rodrigues

Yamir Moreno

Luís A Nunes Amaral

2020/1/23

COVID-19 research risks ignoring important host genes due to pre-established research patterns

Elife

Thomas Stoeger

Luís A Nunes Amaral

2020/11/24

See List of Professors in Luis A. Nunes Amaral University(North Western University)

Co-Authors

H-index: 207
H. Eugene Stanley

H. Eugene Stanley

Boston University

H-index: 150
Prof. Shlomo Havlin

Prof. Shlomo Havlin

Bar-Ilan University

H-index: 88
Chung-Kang Peng

Chung-Kang Peng

Harvard University

H-index: 78
Leon Glass

Leon Glass

McGill University

H-index: 67
Plamen Ch. Ivanov

Plamen Ch. Ivanov

Boston University

H-index: 56
Xavier Gabaix

Xavier Gabaix

Harvard University

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