Alexander W. Dowling

Alexander W. Dowling

University of Notre Dame

H-index: 18

North America-United States

About Alexander W. Dowling

Alexander W. Dowling, With an exceptional h-index of 18 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Notre Dame, specializes in the field of Optimization, Modeling, Data Science, Machine Learning.

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

Sustainable aviation fuel technologies, costs, emissions, policies, and markets: A critical review

A Diafiltration Apparatus for High-Throughput Characterization of Transport Through Polymer Membranes

Characterization of ion binding guided by∆∆ G and mobility calculations in ethylene oxide-rich environments

Computational toolkits for model-based design and optimization

Thermodynamics of Li+–Crown Ether Interactions in Aqueous Solvent

Assessment and Ranking of Difluoromethane (R32) and Pentafluoroethane (R125) Interatomic Potentials Using Several Thermophysical and Transport Properties Across Multiple State …

Multiperiod Conceptual Design of Integrated Energy Systems with Market Interaction Surrogate Models

When physics-informed data analytics outperforms black-box machine learning: A case study in thickness control for additive manufacturing

Alexander W. Dowling Information

University

Position

Department of Chemical and Biomolecular Engineering

Citations(all)

1339

Citations(since 2020)

1033

Cited By

602

hIndex(all)

18

hIndex(since 2020)

17

i10Index(all)

30

i10Index(since 2020)

26

Email

University Profile Page

Google Scholar

Alexander W. Dowling Skills & Research Interests

Optimization

Modeling

Data Science

Machine Learning

Top articles of Alexander W. Dowling

Title

Journal

Author(s)

Publication Date

Sustainable aviation fuel technologies, costs, emissions, policies, and markets: A critical review

MJ Watson

PG Machado

AV da Silva

Y Saltar

CO Ribeiro

...

2024/4/10

A Diafiltration Apparatus for High-Throughput Characterization of Transport Through Polymer Membranes

Bulletin of the American Physical Society

Jonathan Ouimet

Laurianne Lair

Xinhong Liu

Alexander Dowling

William Phillip

2024/3/6

Characterization of ion binding guided by∆∆ G and mobility calculations in ethylene oxide-rich environments

Bulletin of the American Physical Society

Ramón González-Pérez

Alexander Dowling

William Phillip

Jonathan Whitmer

2024/3/6

Computational toolkits for model-based design and optimization

Damian T Agi

Kyla D Jones

Madelynn J Watson

Hailey G Lynch

Molly Dougher

...

2024/3/1

Thermodynamics of Li+–Crown Ether Interactions in Aqueous Solvent

The Journal of Physical Chemistry A

Ramón González-Pérez

Stephen Adams

Alexander W Dowling

William A Phillip

Jonathan K Whitmer

2023/5/17

Assessment and Ranking of Difluoromethane (R32) and Pentafluoroethane (R125) Interatomic Potentials Using Several Thermophysical and Transport Properties Across Multiple State …

Journal of Chemical & Engineering Data

Barnabas Agbodekhe

Eliseo Marin-Rimoldi

Yong Zhang

Alexander W Dowling

Edward J Maginn

2023/9/19

Multiperiod Conceptual Design of Integrated Energy Systems with Market Interaction Surrogate Models

Xinhe Chen

Radhakrishna Gooty

Darice Guittet

Edna Rawlings

Naresh Susarla

...

2023/11/8

When physics-informed data analytics outperforms black-box machine learning: A case study in thickness control for additive manufacturing

Digital Chemical Engineering

Ke Wang

Minxiang Zeng

Jialu Wang

Wenjie Shang

Yanliang Zhang

...

2023/3/1

Data science for thermodynamic modeling: Case study for ionic liquid and hydrofluorocarbon refrigerant mixtures

Fluid Phase Equilibria

Bridgette J Befort

Alejandro Garciadiego

Jialu Wang

Ke Wang

Gabriela Franco

...

2023/9/1

Market Optimization and Technoeconomic Analysis of Hydrogen-Electricity Co-Production Systems

Alexander Dowling

2023/11/6

Reverse engineering morphogenesis through Bayesian optimization of physics-based models

bioRxiv

Nilay Kumar

Alexander Dowling

Jeremiah J Zartman

2023

Technical Risk Reduction: Model Based Design of Experiments and Robust Optimization

Chrysanthos Gounaris

Alexander Dowling

Jason Sherman

Jialu Wang

Anca Ostace

...

2023/8/31

Measure This, Not That: Pareto Optimal Trade-Offs between Model-Based Information Content and Measurements Cost

Jialu Wang

Alexander Dowling

2023/11/6

Non-thermal Plasma Jet Sintering of Indium Tin Oxide (ITO) Thin Films based on Bayesian Optimization

APS Annual Gaseous Electronics Meeting Abstracts

Zhongyu Cheng

Ke Wang

Wenjie Shang

Ali Tanvir

David Go

...

2023

Adaptively Optimizing Experiments: Past, Present, and Future

Alexander Dowling

Jialu Wang

Ke Wang

Kyla Jones

2023/5/31

Learning and optimization under epistemic uncertainty with Bayesian hybrid models

Computers & Chemical Engineering

Elvis A Eugene

Kyla D Jones

Xian Gao

Jialu Wang

Alexander W Dowling

2023/11/1

Beyond price taker: Conceptual design and optimization of integrated energy systems using machine learning market surrogates

Applied Energy

Jordan Jalving

Jaffer Ghouse

Nicole Cortes

Xian Gao

Bernard Knueven

...

2023/12/1

Isolating the effects of gate layer permeability and sorbent density on the performance of solute-selective polymeric ion pumps

Molecular Systems Design & Engineering

Jonathan Aubuchon Ouimet

Alexander W Dowling

William A Phillip

2023

Characterizing the Pareto Optimal Trade-off between Model-Based Information Content and Measurements Cost

Jialu Wang

Alexander Dowling

2023/5/31

Hybrid Data‐Driven Discovery of High‐Performance Silver Selenide‐Based Thermoelectric Composites

Advanced Materials

Wenjie Shang

Minxiang Zeng

ANM Tanvir

Ke Wang

Mortaza Saeidi‐Javash

...

2023/11

See List of Professors in Alexander W. Dowling University(University of Notre Dame)

Co-Authors

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