Faculty

Institution

Unit

Venue

Zhen Liu

Associate Professor Civil Environmental and Geospatial Engineering; Affiliated Associate Professor Geological and Mining Engineering and Sciences

Michigan Technological University

Affiliations

College of Engineering

Civil, Environmental, and Geospatial Engineering

Zhen Liu is currently serving as a Civil, Environmental, And Geospatial Engineering Associate Professor Civil Environmental and Geospatial Engineering; Affiliated Associate Professor Geological and Mining Engineering and Sciences at Michigan Technological University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Zhen Liu

Michigan Technological University

Associate Professor Civil Environmental and Geospatial Engineering; Affiliated Associate Professor Geological and Mining Engineering and Sciences

You can click a keyword to filter the displayed items

civil engineering engineering earth science geotechnical engineering freeze-thaw cycling soil dynamics porous materials numerical simulations vadose zone soil structural health monitoring numerical modeling (geology) structural concrete soil physics structural engineering structural testing hydrology geomechanics cold region science porosity geothermal systems concrete technology soil properties energy exploration engineering geology heat mass transfer geothermal energy pore structure soil mechanics materials science engineering structures hydraulic research soil engineering soil characterization hydraulic properties bridge engineering numerical mathematics numerical algorithms bridge design contact angle sustainable mining boundary value problems soil-structure interaction porous body soil modeling cement-based construction material deep reinforcement learning highway pavements geothermal energy recovery segregation potential subsurface hydrology convolutional neural networks cementation abandoned mine numerical method for partial differential equation phase composition curve critical insights measured pnfs thermohaline stratification frost actions molecular dynamics spring load restriction geothermal applications thawing processes geometric partial differential equation offshore geotechnics structural vibrations soil mineralogy water storage dewvaporation geotechnical problem geotechnical property thermo-hydro-mechanical model frost action soil saturation bridge foundations soil pedology foundation engineering geoenvironmental engineering artificial intelligence

Notable Scholarly Works

Notable Federal Grants

Collaborators

Application of Deep Reinforcement Learning to Control Drainage in a Lab-Scale Geosystem. Geo-Congress 2019 (2024)

Aynaz BiniyazZhen Liu

systems engineeringmachine learninglab-scale geosystemcomputer scienceengineeringdeep reinforcement learning

Embracing Semi-Supervised Domain Adaptation for Federated Knowledge Transfer. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (2024)

Madhureeta DasZhen LiuXianhao ChenXiaoyong YuanLan Zhang

informaticsmachine learningknowledge transferdomain adaptationsemi-supervised learningfederated knowledge transfersemi-supervised domain adaptationcomputer science

Physics-Guided Deep Learning Enabled Surrogate Modeling for Pneumatic Soft Robots. IEEE Robotics and Automation Letters (2024)

Sameh I. BeaberZhen LiuYe Sun

pneumatic soft robotsbiomedical engineeringrobotics automationroboticsdeep learningsurrogate modelingphysics-guided deep learningsoft roboticsautomation

Enhancing Winter Road Maintenance via Cloud Computing. IEEE Internet Computing (2023)

Mohammad Hossein Tavakoli DastjerdiZhen LiuBehnam AzmoonXiaoyong Yuan

technologywinter road maintenancecloud computing

Deep Reinforcement Learning for Controlling the Groundwater in Slopes. Geo-Congress 2022 (2022)

Aynaz BiniyazBehnam AzmoonZhen Liu

hydroinformaticsmachine learningwater resource managementhydrological processartificial intelligenceintelligent computingreinforcement learningcivil engineeringlearning controldata sciencecomputational intelligencewater resourcescomputer sciencedeep reinforcement learning

Intelligent Control of Groundwater in Slopes With Deep Reinforcement Learning. Sensors (2022)

Aynaz BiniyazBehnam AzmoonZhen Liu

machine intelligencetechnologysystems engineeringgroundwaterartificial intelligenceintelligent controlmachine learningengineeringdeep reinforcement learning

Long Short-Term Memory Based Subsurface Drainage Control for Rainfall-Induced Landslide Prevention. Geosciences (2022)

Aynaz BiniyazBehnam AzmoonYe SunZhen Liu

hydraulic propertiestrained lstm modelgroundwaterlandslidesrainfall-induced landslide preventioncivil engineeringengineering geologysubsurface hydrologygeotechnical engineeringearth sciencesubsurface drainage

Physics-Informed Optimization for Dynamic Soil–Structure Interaction Analysis of a Pile Partially Embedded in Nonlayered Soils. International Journal of Geomechanics (2022)

Ting BaoXuanming DingZhen LiuHan Cao

nonlayered soilsgeomechanicsphysics-informed optimizationengineering

Use of High-Resolution Multi-Temporal Dem Data for Landslide Detection. Geosciences (2022)

Behnam AzmoonAynaz BiniyazZhen Liu

planetary scienceslandslide detectiongeographyremote sensingearth scienceapplied geographygeology

Bridge Scour Characteristic Curve for Natural Frequency‐Based Bridge Scour Monitoring Using Simulation‐Based Optimization. Structural Control and Health Monitoring (2021)

Ting BaoZhen (Leo) Liu

structural engineeringcorresponding pnfscharacteristic curvemeasured pnfsstructural analysiscivil engineeringbridge designstructural health monitoringbridge engineeringengineering structuresengineering

1
2
3
4
5
10
10 / page

Zhen Liu

Associate Professor Civil Environmental and Geospatial Engineering; Affiliated Associate Professor Geological and Mining Engineering and Sciences

Michigan Technological University

Affiliations

College of Engineering

Civil, Environmental, and Geospatial Engineering

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Zhen Liu

Michigan Technological University

Associate Professor Civil Environmental and Geospatial Engineering; Affiliated Associate Professor Geological and Mining Engineering and Sciences

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Application of Deep Reinforcement Learning to Control Drainage in a Lab-Scale Geosystem. Geo-Congress 2019 (2024)

Aynaz BiniyazZhen Liu

systems engineeringmachine learninglab-scale geosystemcomputer scienceengineeringdeep reinforcement learning

Embracing Semi-Supervised Domain Adaptation for Federated Knowledge Transfer. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (2024)

Madhureeta DasZhen LiuXianhao ChenXiaoyong YuanLan Zhang

informaticsmachine learningknowledge transferdomain adaptationsemi-supervised learningfederated knowledge transfersemi-supervised domain adaptationcomputer science

Physics-Guided Deep Learning Enabled Surrogate Modeling for Pneumatic Soft Robots. IEEE Robotics and Automation Letters (2024)

Sameh I. BeaberZhen LiuYe Sun

pneumatic soft robotsbiomedical engineeringrobotics automationroboticsdeep learningsurrogate modelingphysics-guided deep learningsoft roboticsautomation

Enhancing Winter Road Maintenance via Cloud Computing. IEEE Internet Computing (2023)

Mohammad Hossein Tavakoli DastjerdiZhen LiuBehnam AzmoonXiaoyong Yuan

technologywinter road maintenancecloud computing

Deep Reinforcement Learning for Controlling the Groundwater in Slopes. Geo-Congress 2022 (2022)

Aynaz BiniyazBehnam AzmoonZhen Liu

Intelligent Control of Groundwater in Slopes With Deep Reinforcement Learning. Sensors (2022)

Aynaz BiniyazBehnam AzmoonZhen Liu

machine intelligencetechnologysystems engineeringgroundwaterartificial intelligenceintelligent controlmachine learningengineeringdeep reinforcement learning

Long Short-Term Memory Based Subsurface Drainage Control for Rainfall-Induced Landslide Prevention. Geosciences (2022)

Aynaz BiniyazBehnam AzmoonYe SunZhen Liu

Physics-Informed Optimization for Dynamic Soil–Structure Interaction Analysis of a Pile Partially Embedded in Nonlayered Soils. International Journal of Geomechanics (2022)

Ting BaoXuanming DingZhen LiuHan Cao

nonlayered soilsgeomechanicsphysics-informed optimizationengineering

Use of High-Resolution Multi-Temporal Dem Data for Landslide Detection. Geosciences (2022)

Behnam AzmoonAynaz BiniyazZhen Liu

planetary scienceslandslide detectiongeographyremote sensingearth scienceapplied geographygeology

Bridge Scour Characteristic Curve for Natural Frequency‐Based Bridge Scour Monitoring Using Simulation‐Based Optimization. Structural Control and Health Monitoring (2021)

Ting BaoZhen (Leo) Liu

1
2
3
4
5
10
10 / page

Similar Faculty Members

Pradeep Kurup

Institution

University of Massachusetts Lowell

engineering

engineering geology

Gholamreza Mesri

Institution

University of Illinois Urbana-Champaign

soil-structure interaction

environmental engineering

Chloe Fanny Arson

Institution

Cornell University

engineering

geomechanics

Murad Abu-Farsakh

Institution

Louisiana State University

accelerated load testing

soil dynamic

R. Panneer Selvam

Institution

University of Arkansas

civil engineering

structural analysis

Soheil Nazarian

Institution

University of Texas at El Paso

recycled materials

soil dynamic

Mohammad Khosravi

Institution

Montana State University

liquefaction remediation

engineering geology

Ertugrul Taciroglu

Institution

University of California, Los Angeles

smart material systems

structural identification

Malgorzata Peszynska

Institution

Oregon State University

engineering

applied mathematical modelling

Similar Faculty Members

Pradeep Kurup

Institution

University of Massachusetts Lowell

engineering

engineering geology

Gholamreza Mesri

Institution

University of Illinois Urbana-Champaign

soil-structure interaction

environmental engineering

Chloe Fanny Arson

Institution

Cornell University

engineering

geomechanics

Murad Abu-Farsakh

Institution

Louisiana State University

accelerated load testing

soil dynamic

R. Panneer Selvam

Institution

University of Arkansas

civil engineering

structural analysis

Soheil Nazarian

Institution

University of Texas at El Paso

recycled materials

soil dynamic

Mohammad Khosravi

Institution

Montana State University

liquefaction remediation

engineering geology

Ertugrul Taciroglu

Institution

University of California, Los Angeles

smart material systems

structural identification

Malgorzata Peszynska

Institution

Oregon State University

engineering

applied mathematical modelling