Amy Mueller

Associate Professor and Vice Chair for Graduate Studies,  Civil and Environmental Engineering
Associate Professor ,  Marine and Environmental Sciences
Affiliated Faculty,  Electrical and Computer Engineering

Contact

Social Media

Office

  • 459 SN
  • 617.373.8131

Related Links

Research Focus

Biogeochemistry of natural and engineered systems; in-situ sensors and instrumentation for high-resolution process characterization; remediation and sustainability in natural and built coastal environments; sensor-driven closed-loop controls for resource optimization in engineered systems; signal processing and machine learning, embedded systems, and sensor networks

Education

  • 2012 PhD in Environmental Chemistry at MIT
  • 2003 MEng in Electrical Engineering and Computer Science at MIT

Honors & Awards

  • Northeastern University CEE Excellence in Teaching Award (2021)
  • National Science Foundation, Ocean Sciences Postdoctoral Research Fellowship (2015-2016)
  • MIT-Xerox Fellowship (2009)
  • Geological Society of America, Graduate Research Grant (2009)
  • National Science Foundation, Graduate Research Fellowship (2004-2007)

Professional Affiliations

  • American Geophysical Union
  • American Society of Civil Engineers
  • Association of Environmental Engineering and Science Professors (AEESP)
  • Institute of Electrical and Electronics Engineers

Research Overview

Biogeochemistry of natural and engineered systems; in-situ sensors and instrumentation for high-resolution process characterization; remediation and sustainability in natural and built coastal environments; sensor-driven closed-loop controls for resource optimization in engineered systems; signal processing and machine learning, embedded systems, and sensor networks

Selected Research Projects

  • SCC-IRG Track 1: Common SENSES (Standards for ENacting Sensor networks for an Equitable Society): Community-Led, Science-Driven Climate Resilience in Boston, MA
    • – Co-Principal Investigator, National Science Foundation
  • Ventilation Air Methane Abatement via Catalytic Oxidation (VAMCO) with Machine-Learning Enhanced Sensing and Feedback Controls
    • – Co-Principle Investigator, Department of Energy (ARPA-E)
  • Latrobe Prize: Common SENSES (Standards for ENacting Sensor networks for an Equitable Society)
    • – co-Principal Investigator, American Institute of Architects College of Fellows
  • Boston Water and Sewer Commission Monitoring Phosphorous Removal at Harambee Park BMP
    • – Principal Investigator, Boston Water and Sewer Commission
  • Toxic-Free Footprints to Improve Community Health against Respiratory Hazards
    • – Co-Principal Investigator, National Science Foundation
  • Implementation of Innovative Biological Nutrient Removal Processes through Improvement of Control Systems and Online Analytical Measurement Reliability and Accuracy
    • – Principal Investigator, Northeastern University (Prime: Woodard & Curren), Water Research Foundation
  • Printed Multi-sensors for Coastal Nitrate Monitoring and Source Identification,
    • – Principal Investigator, Schmidt Marine Technology Partners (Schmidt Foundation)

Research Centers and Institutes

Selected Publications

  • O’Brien, D.T.  and Mueller, A.V. In Pursuit of Local Solutions for Climate Resilience: Sensing Microspatial Inequities in Heat and Air Pollution within Urban Neighborhoods in Boston, MA. Sustainability (2023) 15: 2984.  https://doi.org/10.3390/su15042984
  • Zhang, W., Wei, S. P., Winkler, M. K., & Mueller, A.V. (2022). Design of a Soft Sensor for Monitoring Phosphorous Uptake in an EBPR Process. ACS ES&T Engineering, 2(10), 1847-1856.  https://doi.org/10.1021/acsestengg.2c00090
  • Navato, A. and Mueller, A. (2021).  Enabling automatic detection of anomalies in wastewater: a highly simplified approach to defining “normal” in complex chemical mixtures. Frontiers in Water, 3: 170.  doi 10.3389/frwa.2021.734361
  • Alam, M.M., Srinivasan, V., Mueller, A.V., & Gu, A.Z. (2021). Status and Advances in Technologies for Phosphorus Species Detection and Characterization in Natural Environment-A Comprehensive Review. Talanta, 122458
  • Bokade, R., Navato, A., Ouyang, R., Jin, X., Chou, C.A., Ostadabbas, S., & Mueller, A.V. (2020). A Cross-Disciplinary Comparison of Multimodal Data Fusion Approaches and Applications: Accelerating Learning through Trans-Disciplinary Information Sharing. Expert Systems with Applications, 113885
  • Zhang, W., Tooker, N.B., & Mueller, A.V. (2020). Enabling Wastewater Treatment Process Automation: Leveraging Innovations in Real-Time Sensing, Data Analysis, and Online Controls. Environmental Science: Water Research & Technology, 6(11), 2973-2992
  • Mueller, A.V., Eden, M.J., Oakes, J. M., Bellini, C., & Fernandez, L.A. (2020). Quantitative Method for Comparative Assessment of Particle Removal Efficiency of Fabric Masks as Alternatives to Standard Surgical Masks for PPE. Matter, 3(3), 950-962
  • Wang, Z.A., Moustahfid, H., Mueller, A.V., Michel, A.P.M., Mowlem, M., Glazer, B.T, Mooney, T.A., et al. (2019). Advancing Observation of Ocean Biogeochemistry, Biology, and Ecosystems with Cost-Effective in Situ Sensing Technologies. Frontiers in Marine Science 6, 519
  • Snauffer, U., Chauhan, K., Cogert, Winkler, M.K.H., Mueller, A.V. (2019). Data Fusion for Environmental Process Control: Maximizing Useful Information Recovery for Process Control under Data Limited Constraints. IEEE Sensors Letters: Special Issue Multimodal Data Fusion, 3(1)
  • Chou, C.-A, Xiaoning, J., Mueller, A.V., Ostadabbas, S. (2019). Multimodal Data Fusion-Moving from Domain-Specific Algorithms to Trans-Domain Understanding for Accelerated Solution Development. IEEE Sensors Letters, Special Issue on Multimodal Data Fusion, 3(1), 7100104
  • Mueller, A.V., Hemond, H.F. (2016). Statistical Generation of Training Sets for Measuring NO3-, NH4+, and Major Ions in Natural Waters by an Ion Selective Electrode Array. Environmental Science: Processes and Impacts, 18(5), 590-599
  • Mueller, A. V., & Hemond, H. F. (2013). Extended Artificial Neural Networks: Incorporation of a Priori Chemical Knowledge Enables use of Ion Selective Electrodes for In-Situ Measurement of Ions at Environmentally Relevant Levels. Talanta, 117, 112-118

Faculty

Sep 28, 2023

Developing a Robotic Aquaculture System

BioE/ECE Affiliated Faculty Joseph Ayers, MES/CEE Professor Mark Patterson, CEE Chair Jerome Hajjar, ECE Professor Milica Stojanovic, and CEE/MES Associate Professor Amy Mueller were awarded a patent for “Robotic aquaculture system and methods.”

Faculty

Aug 07, 2023

Research Experience for Undergraduates (REU Pathways) completes 10 week Boston program

MIE Professor Ibrahim Zeid and STEM Executive Director Claire Duggan led a 10-week NSF-funded REU program called “REU Pathways,” which mentors community college students in engineering research.

Faculty

Jul 03, 2023

How Clean is the Air in Your Neighborhood? This New Northeastern Project Aims to Find Out

CEE Professor Yang Zhang, who leads the interdisciplinary impact engine team iSUPER, is installing over 100 stationary pollution sensors in Brookline and Chelsea and using a mobile lab to measure air quality block-by-block in Greater Boston municipalities. She aims to identify hyperlocal pollutant hotspots and support strategies to reduce air pollution.

Faculty

Sep 26, 2022

Impact Engines Spur Multidisciplinary Research Innovation to Solve Global Challenges

Northeastern University has selected its first cohort of Impact Engines to ignite measurable change in problem-solving, three of the five of which are led by engineering faculty.

Faculty

Jun 06, 2022

Designing Buildings to be Aware of the Surroundings

CEE Affiliated Faculty Michelle Laboy and CEE/MES Assistant Professor Amy Mueller won the Latrobe Prize from the American Institute of Architects College of Fellows for their project Common SENSES (Standards for ENacting Sensor networks for an Equitable Society). How architects can make buildings ‘aware’ and benefit the local environment Main photo: Rendering from a design […]

Qi Wang, Yanzhi Wang, and Amy Mueller

Faculty

Sep 02, 2021

$1.5M NSF Award for Real-Time Mobile Air Quality Monitoring and Intervention

CEE Assistant Professor Qi Ryan Wang is leading a $1.5M NSF grant, in collaboration with ECE Assistant Professor Yanzhi Wang, CEE/MES Assistant Professor Amy Mueller, CAMD Associate Professor Brooke Foucault Welles, and Adrienne Katner from the LA State University Health Science Center, to work on “Toxic-Free Footprints to Improve Community Health against Respiratory Hazards.”

Students

Jun 07, 2021

Summer 2021 PEAK Experiences Awardees

Congratulations to the COE student recipients of the Summer 2021 PEAK Experiences Awards. The PEAK Experiences Awards are a progressively structured sequence of opportunities designed to support learners as they continue climbing to new heights of achievement in undergraduate research and creative endeavor throughout their Northeastern journeys. BASE CAMP AWARDS Ana Salichs, E’22, “Colorimetric Assays […]

zoomed in view of person with mask on

Faculty

Feb 05, 2021

How to Wear 2 Masks Effectively

CEE Assistant Professor Loretta Fernandez and Amy Mueller explain how to best wear two masks effectively to keep out COVID-19 particles.

Amy Mueller

Faculty

Oct 05, 2020

Amy Mueller Named a Winner of the Schmidt Marine Technology Partners Coastal Pollution Challenge

CEE/MES Assistant Professor Amy Mueller was named one of four winners of the inaugural Coastal Pollution Challenge from Schmidt Marine Technology Partners which was created “to support the development of innovative solutions to reduce nutrient pollution plaguing the globe’s waterways.”

two hands showing full mask

Faculty

Jul 30, 2020

Designing the Most Effective Face Masks

CEE Associate Professor Loretta Fernandez and Assistant Professor Amy Mueller are examining the best fit, while ChE Associate Professor Steve Lustig is determining the best combinations of materials for the most effective mask to protect against COVID-19.

View All Related News