List of works - Bistra Dilkina

A General Large Neighborhood Search Framework for Solving Integer Linear Programs ⬇️

scientific article published in November 2020

Achieving full connectivity of sites in the multiperiod reserve network design problem

AirSim-W: A Simulation Environment for Wildlife Conservation with UAVs

a scholarly article on the use of drones in wildlife conservation

Allocating resources for land protection using continuous optimization: biodiversity conservation in the United States

scientific article published on 15 March 2020

Decentralized water collection systems for households and communities: Household preferences in Atlanta and Boston

scientific article published on 26 September 2019

End to end learning and optimization on graphs ⬇️

Estimating Household Travel Energy Consumption in Conjunction with a Travel Demand Forecasting Model

article

Estimating residential energy consumption in metropolitan areas: A microsimulation approach

article

Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond

scientific article published on 04 August 2023

Fragile Earth: Generative and Foundational Models for Sustainable Development

scientific article published on 25 August 2024

Learning Combinatorial Optimization Algorithms over Graphs ⬇️

scientific article published in January 2017

Modeling migration patterns in the USA under sea level rise

scientific article published on 22 January 2020

Preserving connectivity under climate and land-use change: No one-size-fits-all approach for focal species in similar habitats

scientific article published in August 2020

Reports on the 2015 AAAI Workshop Program ⬇️

Reserve design to optimize functional connectivity and animal density

scientific article published on 09 July 2019

Trade-offs and efficiencies in optimal budget-constrained multispecies corridor networks ⬇️

scientific article

δ-MAPS: from spatio-temporal data to a weighted and lagged network between functional domains

scientific article published on 31 July 2018

List of works by Bistra Dilkina