Faculty

Institution

Unit

Venue

Lavanya Marla

Associate Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Industrial and Enterprise Systems Engineering

Lavanya Marla is currently serving as an Industrial And Enterprise Systems Engineering Associate Professor at University of Illinois Urbana-Champaign.

Honors

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Experiences

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Education

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Lavanya Marla

University of Illinois Urbana-Champaign

Associate Professor

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systems engineering operations research computer science data science transportation engineering air traffic management operation management air transport system aerospace engineering logistics quantitative management mathematical optimization airport management machine learning transport network analysis predictive analytics machine learning research infrastructure engineering scheduling problems emergency medical services business analytics aircraft logistics management system safety service management combinatorial optimization engineering optimization emergency logistics dynamic pricing uncertainty quantification computational intelligence mobility pricing policy revenue management vehicle routing problems data-driven decision-making uncertainty analysis transport geography decision science robust optimization convolutional neural networks network routing algorithm infrastructure security critical infrastructure protection route planning airport operating uncertainty disruption recovery costs pricing model deep neural networks airline schedule planning dynamic redeployment global optimization mobility services sharing system sharing economy urban mobility on-demand transport fleet management simulation methodology robust routing demand management cyberattacks anti-cyberterrorism geometric learning autoencoders covid-19 pandemic empirical analysis flight planning fuel burn disruption management ambulance fleet allocation dynamic disruption management customer context optimization-based approach economic losses structural changes design optimization data-driven decision support resilience engineering systems modeling

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Derivation of a Unique, Algorithm-Based Approach to Cancer Patient Navigator Workload Management. JCO Clinical Cancer Informatics (2023)

Xiyitao ZhuPeng ZhangHyojung KangLavanya MarlaMarlene Isabel Robles GrandaRebecca A. Ebert-AllenSarah Stewart de RamirezTenille OderwaldMackenzie McGeeJonathan A. Handler

predictive analyticshealth informaticsbiomedical informaticspatient managementprognosisworkload proxyradiologyoutcomes researchhealth technologymedical decision analysismedicineautomated algorithmdigital medicineworkload managementcancer carepersonalized medicine

Impact of Aviation Electrification on Airports: Flight Scheduling and Charging. IEEE Transactions on Intelligent Transportation Systems (2023)

Boya HouSubhonmesh BoseLavanya MarlaKiruba Haran

energy efficiencysystems engineeringelectrical gridsenergy managementelectric vehiclesdemand responsepower deliveryelectrical engineeringflight schedulingenergy demand managementaviation electrificationengineering optimizationhybrid electric aircraftsmart gridpower system optimization

Airline or Innovations Soar During Covid-19 Recovery. Operations Research Forum (2022)

Laurie A. GarrowVirginie LurkinLavanya Marla

infectious diseasescovid-19 recoveryhospital infectionsinfectious diseases (medical specialty)communicable diseasescovid-19covid-19 pandemicpublic health preparedness

A Unified Maximum Entropy Principle Approach for a Large Class of Routing Problems. Computers & Industrial Engineering (2022)

Mayank BaranwalLavanya MarlaCarolyn BeckSrinivasa M. Salapaka

mathematical optimizationcomputer sciencenetwork optimizationoperations researchcombinatorial optimizationnetwork routingvehicle routing problemsmathematicsentropylarge classnetwork routing algorithmnetwork analysisapplied mathematics

Estimating Economic Losses From Cyber-Attacks on Shipping Ports: An Optimization-Based Approach. Transportation Research Part C Emerging Technologies (2022)

Gabriel A. WeaverBrett FeddersenLavanya MarlaDan WeiAdam RoseMark Van Moer

systems engineeringcritical infrastructure protectioncyberattacksanti-cyberterrorismeconomic lossesinformation securitycomputer securityoptimization-based approachcyber conflictinfrastructure securitynaval architecture

Galactic Air Improves Ancillary Revenues With Dynamic Personalized Pricing. INFORMS Journal on Applied Analytics (2022)

Arinbjörn KolbeinssonNaman ShuklaAkhil GuptaLavanya MarlaKartik Yellepeddi

computer sciencegalactic airpredictive analyticsoperations researchbusiness analyticspricing policycustomer satisfactionquantitative managementrevenue managementdynamic personalized pricingmachine learning researchcomputational intelligencedata sciencedynamic pricingdata-driven decision-makingmachine learning

Identification of Disruptions and Recoveries in Airline Networks. SSRN Electronic Journal (2022)

Max Z. LiKarthik GopalakrishnanXiyitao ZhuAritro NandiHamsa BalakrishnanLavanya Marla

network analysisoperation managementsystems engineeringoperations researchpast disruptionsinfrastructure engineeringnetworked system designdisruption-recovery trajectoriestransport network analysisrecoveryair transport systemdata scienceairport managementairline networksair traffic managementtransportation engineeringnetwork science

Impact of Aviation Electrification on Airports: Flight Scheduling and Charging. SSRN Electronic Journal (2022)

Boya HouSubhonmesh BoseLavanya MarlaKiruba Haran

systems engineeringelectrical gridsenergy managementdemand responsepower deliveryelectrical engineeringflight schedulingenergy demand managementaviation electrificationengineering optimizationhybrid electric aircraftsmart gridpower system optimization

An Efficient Simulation-Based Approach to Ambulance Fleet Allocation and Dynamic Redeployment. Proceedings of the AAAI Conference on Artificial Intelligence (2021)

Yisong YueLavanya MarlaRamayya Krishnan

computer sciencesystems engineeringoperation managementoperations researchemergency logisticsemergency medical servicesdynamic redeploymentambulance fleet allocationsimulation methodologylogistics managementlogistics

Distribution Shift in Airline Customer Behavior During Covid-19.. arXiv (Cornell University) (2021)

Abhinav GargNaman ShuklaLavanya MarlaSriram Somanchi

recommender systemspredictive analyticsstatistical methodologybusiness analyticsknowledge discoveryairline customer behaviordata-driven decision-makingconcept driftmachine learningdata distributiondata analyticsdistribution shiftdata miningmachine learning researchdata scienceanalyticsmarketingstatistics

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Lavanya Marla

Associate Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Industrial and Enterprise Systems Engineering

Lavanya Marla is currently serving as an Industrial And Enterprise Systems Engineering Associate Professor at University of Illinois Urbana-Champaign.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Lavanya Marla

University of Illinois Urbana-Champaign

Associate Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Derivation of a Unique, Algorithm-Based Approach to Cancer Patient Navigator Workload Management. JCO Clinical Cancer Informatics (2023)

Xiyitao ZhuPeng ZhangHyojung KangLavanya MarlaMarlene Isabel Robles GrandaRebecca A. Ebert-AllenSarah Stewart de RamirezTenille OderwaldMackenzie McGeeJonathan A. Handler

Impact of Aviation Electrification on Airports: Flight Scheduling and Charging. IEEE Transactions on Intelligent Transportation Systems (2023)

Boya HouSubhonmesh BoseLavanya MarlaKiruba Haran

Airline or Innovations Soar During Covid-19 Recovery. Operations Research Forum (2022)

Laurie A. GarrowVirginie LurkinLavanya Marla

infectious diseasescovid-19 recoveryhospital infectionsinfectious diseases (medical specialty)communicable diseasescovid-19covid-19 pandemicpublic health preparedness

A Unified Maximum Entropy Principle Approach for a Large Class of Routing Problems. Computers & Industrial Engineering (2022)

Mayank BaranwalLavanya MarlaCarolyn BeckSrinivasa M. Salapaka

Estimating Economic Losses From Cyber-Attacks on Shipping Ports: An Optimization-Based Approach. Transportation Research Part C Emerging Technologies (2022)

Gabriel A. WeaverBrett FeddersenLavanya MarlaDan WeiAdam RoseMark Van Moer

Galactic Air Improves Ancillary Revenues With Dynamic Personalized Pricing. INFORMS Journal on Applied Analytics (2022)

Arinbjörn KolbeinssonNaman ShuklaAkhil GuptaLavanya MarlaKartik Yellepeddi

Identification of Disruptions and Recoveries in Airline Networks. SSRN Electronic Journal (2022)

Max Z. LiKarthik GopalakrishnanXiyitao ZhuAritro NandiHamsa BalakrishnanLavanya Marla

Impact of Aviation Electrification on Airports: Flight Scheduling and Charging. SSRN Electronic Journal (2022)

Boya HouSubhonmesh BoseLavanya MarlaKiruba Haran

An Efficient Simulation-Based Approach to Ambulance Fleet Allocation and Dynamic Redeployment. Proceedings of the AAAI Conference on Artificial Intelligence (2021)

Yisong YueLavanya MarlaRamayya Krishnan

Distribution Shift in Airline Customer Behavior During Covid-19.. arXiv (Cornell University) (2021)

Abhinav GargNaman ShuklaLavanya MarlaSriram Somanchi

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