Publications

Peer-reviewed papers, working papers, and reports. Auto-synced weekly from Google Scholar.

Google Scholar ORCID

Interactions and tradeoffs for sustainability, equity, and resilience in wasted food models

food

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Environmental Research Communications

A New Generation of Energy-Economy Modeling at the US Energy Information Administration

energy

methods

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arXiv preprint arXiv:2501.10763

Ctp-llm: Clinical trial phase transition prediction using large language models

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2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Small-scale irrigation: improving food security under changing climate and water resource conditions in Ethiopia

climate

food

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Journal of Water Resources Planning and Management

Strategic investment decisions in an oligopoly with a competitive fringe: An equilibrium problem with equilibrium constraints approach

optimization

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European Journal of Operational Research

Optimal grid expansion under future electricity demand for groundwater irrigation in Ethiopia

energy

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Energy for sustainable development

A Pathway to Implementation of Sustainability, Equity, and Resilience Metrics in Wasted Food Models

food

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AGU Fall Meeting Abstracts

Transforming wasted food will require systemic and sustainable infrastructure innovations

food

infrastructure

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Emerging themes and future directions of multi-sector nexus research and implementation

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Frontiers in Environmental Science

Human forest vs. random forest in time-sensitive Covid-19 clinical trial prediction

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Random Forest in Time-Sensitive COVID-19 Clinical Trial Prediction (July 27, 2022)

Optimization Based Modeling for the Food Supply Chain’s Resilience to Outbreaks

food

methods

optimization

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Frontiers in Sustainable Food Systems

Ambiguities and nonmonotonicities under prosumer power: Optimal distributed energy resource investment in a deregulated electricity industry

energy

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Multi-Scale Challenges in the Food–Energy–Water Nexus

energy

food

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Springer International Publishing

Optimization in natural resources, environment and sustainability

optimization

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Optimization Letters

Mexico and US power systems under variations in natural gas prices

energy

policy

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North American energy system responses to natural gas price shocks

energy

policy

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North American natural gas market and infrastructure developments under different mechanisms of renewable policy coordination

energy

infrastructure

markets

policy

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A framework for interdisciplinary research in food systems

food

methods

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Optimization-based systems modeling for the food-energy-water nexus

energy

food

methods

optimization

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Springer International Publishing

Antimicrobial resistance and livestock trade for low and middle income countries: Regional analysis of global coordination policies

food

markets

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Frontiers in Sustainable Food Systems

Examining association between cohesion and diversity in collaboration networks of pharmaceutical clinical trials with drug approvals

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Journal of the American Medical Informatics Association

Mathematical models for evolving natural gas markets

energy

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Springer International Publishing

Leveraging open-source tools for collaborative macro-energy system modeling efforts

energy

methods

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Key indicators of phase transition for clinical trials through machine learning

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Elsevier Current Trends

Electric sector impacts of renewable policy coordination: A multi-model study of the North American energy system

energy

methods

policy

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Leveraging open-source tools for collaborative macro-energy system modeling efforts

energy

methods

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Hyper-parameter optimization for support vector machines using stochastic gradient descent and dual coordinate descent

optimization

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EURO Journal on Computational Optimization

Natural gas infrastructure development in North America under integrated markets

energy

infrastructure

policy

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Key findings from the core North American scenarios in the EMF34 intermodel comparison

energy

policy

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Integrated North American energy markets under different futures of cross-border energy infrastructure

energy

infrastructure

policy

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Spatial radiation dose influence on xerostomia recovery and its comparison to acute incidence in patients with head and neck cancer

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Advances in radiation oncology

What are the domestic and regional impacts from Ethiopia’s policy on the export ban of teff?

food

policy

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Frontiers in Sustainable Food Systems

Modeling the relative role of human mobility, land-use and climate factors on dengue outbreak emergence in Sri Lanka

climate

methods

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BMC Infectious Diseases

Modelling an electricity market oligopoly with a competitive fringe and generation investments

energy

markets

methods

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arXiv preprint arXiv:2001.03526

Value of improved information about environmental protection values: toward a benefit–cost analysis of public-good valuation studies

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Journal of Benefit-Cost Analysis

RAPID: Time-Sensitive Human Forest and Model Forecasts for COVID-19 Vaccine and Treatment Trials

methods

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Machine learning methods uncover radiomorphologic dose patterns in salivary glands that predict xerostomia in patients with head and neck cancer

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Advances in radiation oncology

Dose/volume histogram patterns in salivary gland subvolumes influence xerostomia injury and recovery

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Scientific reports

Readmission risk trajectories for patients with heart failure using a dynamic prediction approach: retrospective study

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JMIR medical informatics

Modeling coordination between renewables and grid: Policies to mitigate distribution grid constraints using residential PV-battery systems

energy

methods

policy

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Radio‐morphology: Parametric shape‐based features in radiotherapy

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Medical physics

Multimodal transportation flows in energy networks with an application to crude oil markets

energy

infrastructure

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Networks and Spatial Economics

Cost-Effectiveness of multifaceted built environment interventions for reducing transmission of pathogenic bacteria in healthcare facilities

energy

health

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HERD: Health Environments Research & Design Journal

A Bicriteria Perspective on L-Penalty Approaches – a Corrigendum to Siddiqui and Gabriel’s L-Penalty Approach for Solving MPECs

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Networks and Spatial Economics

A multi-scale food model to evaluate regionalized impacts from policy changes: application to an export ban policy in Ethiopia

food

methods

policy

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AGU Fall Meeting Abstracts

A Multiplayer Microeconomic Framework for Integrating Multiscale Datasets and Models in the Food-Energy-Water Nexus

energy

food

methods

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AGU Fall Meeting Abstracts

Multi-scale climate impacts on food and water security in Ethiopia

climate

food

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AGU Fall Meeting Abstracts

A Feasibility Study of Xerostomia Outcome-Based Treatment Planning to Improve the Probability of Xerostomia Recovery in Head and Neck Cancer Patients

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International Journal of Radiation Oncology, Biology, Physics

An Outcome-Based Treatment Planning Strategy to Improve Xerostomia Symptom in Head and Neck Cancer Patients

Paper PDF Scholar

MEDICAL PHYSICS

Wasted Food and Sustainable Urban Systems: Prioritizing Research Needs

food

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NSF Award Number 1929791. Directorate for Engineering

The future of natural gas infrastructure development in the United states

energy

infrastructure

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An exact solution method for binary equilibrium problems with compensation and the power market uplift problem

energy

markets

methods

optimization

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European Journal of Operational Research

Shocks, seasonality, and disaggregation: Modelling food security through the integration of agricultural, transportation, and economic systems

food

infrastructure

methods

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Agricultural Systems

Sensitivity and covariance in stochastic complementarity problems with an application to North American natural gas markets

energy

optimization

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European Journal of Operational Research

Convex hull, ip and european electricity pricing in a european power exchanges setting with efficient computation of convex hull prices

energy

markets

optimization

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arXiv preprint arXiv:1804.00048

Spatial associations in global household bicycle ownership

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Annals of Operations Research

Machine Learning Methods Uncover Radio-Morphologic Dose Patterns in Salivary Glands That Predict Xerostomia in Head and Neck Cancer Patients

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International Journal of Radiation Oncology• Biology• Physics

Effects of food export policy shocks on the Food-Energy-Water nexus in Ethiopia

energy

food

policy

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AGU Fall Meeting 2018

The Future of Natural Gas Infrastructure Development in the United States

energy

infrastructure

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AGU Fall Meeting Abstracts

Effects of food export policy shocks on the Food-Energy-Water nexus in Ethiopia

energy

food

policy

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AGU Fall Meeting Abstracts

Dose-Volume Histogram (DVH) Patterns within the Salivary Glands and Clinical Parameters Predict Xerostomia in Head and Neck Cancer (HNC) Patients, from Injury to Recovery

Paper PDF Scholar

International Journal of Radiation Oncology, Biology, Physics

Coordinating storage and grid: efficient regulation in a multilevel system with strategic actors

energy

policy

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Transforming Energy Markets, 41st IAEE International Conference, Jun 10-13, 2018

Head and Neck Salivary Gland Spatial Dose-Volume histogram (DVH) Patterns Predict Radiation-Induced Xerostomia, From Injury to Recovery

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MEDICAL PHYSICS

Evaluating the role of electricity storage by considering short-term operation in long-term planning

energy

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Sustainable Energy, Grids and Networks

Evaluating nurse staffing levels in perianesthesia care units using discrete event simulation

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IISE Transactions on Healthcare Systems Engineering

Modeling market power in the US shale gas market

energy

markets

methods

optimization

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Optimization and Engineering

Analysis of the global wood‐chip trade’s response to renewable energy policies using a spatial price equilibrium model

energy

markets

methods

optimization

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Biofuels, bioproducts and biorefining

Modeling the intersections of Food, Energy, and Water in climate-vulnerable Ethiopia with an application to small-scale irrigation

climate

energy

food

methods

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AGU Fall Meeting Abstracts

EAGER: SSDIM: Generating Synthetic Data on Interdependent Food, Energy, and Transportation Networks via Stochastic, Bi-level Optimization

energy

food

infrastructure

optimization

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NSF Award Number 1745375. Directorate for Engineering

Real-time prediction of inpatient length of stay for discharge prioritization

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Journal of the American Medical Informatics Association

North American natural gas model: Impact of cross-border trade with Mexico

energy

markets

methods

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Auction-based allocation of shared electricity storage resources through physical storage rights

energy

markets

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Journal of Energy Storage

Price-based unit commitment electricity storage arbitrage with piecewise linear price-effects

energy

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Journal of Energy Storage

Determining energy and climate market policy using multiobjective programs with equilibrium constraints

climate

energy

markets

optimization

policy

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Cardiac catheterization laboratory inpatient forecast tool: a prospective evaluation

Paper PDF Scholar

Journal of the American Medical Informatics Association

Dynamic climate policy with both strategic and non-strategic agents: taxes versus quantities

climate

policy

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Environmental and Resource Economics

Mitigating environmental and public-safety risks of United States crude-by-rail transport

Paper PDF Scholar

DIW Berlin Discussion Paper

A Multi-Scale Energy Food Systems Modeling Framework For Climate Adaptation

climate

energy

food

methods

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AGU Fall Meeting Abstracts

Tracking global bicycle ownership patterns

health

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Journal of Transport & Health

The question of Sudan: A hydro-economic optimization model for the Sudanese Blue Nile

methods

optimization

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Hydrology and Earth System Sciences

Efficient automated schematic map drawing using multiobjective mixed integer programming

optimization

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Computers & Operations Research

A mixed complementarity model for the US biofuel market with federal policy interventions

energy

markets

methods

optimization

policy

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Biofuels, Bioproducts and Biorefining

Solving mixed-integer robust optimization problems with interval uncertainty using Benders decomposition

methods

optimization

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Journal of the Operational Research Society

Fuel price impacts and compliance costs associated with the Renewable Fuel Standard (RFS)

energy

policy

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Value versus Accuracy: application of seasonal forecasts to a hydro-economic optimization model for the Sudanese Blue Nile

methods

optimization

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AGU Fall Meeting Abstracts

Value of improved information about forest protection values, with application to rainforest valuation

policy

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World Bank Policy Research Working Paper

Policy Research Working Paper 7423

policy

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Supplementary Material for: Tracking global bicycle ownership patterns

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Long-run carbon emission implications of energy-intensive infrastructure investments with a retrofit option

climate

energy

infrastructure

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Energy Economics

Policy Research Working Paper 7143

policy

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An SOS1-based approach for solving MPECs with a natural gas market application

energy

markets

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Networks and Spatial Economics

Solving discretely-constrained Nash–Cournot games with an application to power markets

energy

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Networks and Spatial Economics

Solving discretely constrained, mixed linear complementarity problems with applications in energy

energy

optimization

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Computers & Operations Research

Determining the effect of climate change and development on water resources management in the Sudan

climate

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AGU Fall Meeting Abstracts

Policy Research Working Paper 6679

policy

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Cartelization in gas markets: Studying the potential for a “Gas OPEC”

energy

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Energy economics

On improving normal boundary intersection method for generation of Pareto frontier

methods

optimization

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Structural and Multidisciplinary Optimization

Anthropocene streams and base-level controls from historic dams in the unglaciated mid-Atlantic region, USA

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Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences

A modified Benders decomposition method for efficient robust optimization under interval uncertainty

methods

optimization

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Structural and Multidisciplinary Optimization

Solving two-level optimization problems with applications to robust design and energy markets

energy

optimization

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Analyzing the Effects of CO2e Pricing and US Shale Gas Availability on Global Natural Gas Market

energy

markets

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Changing Roles of Industry, Government and Research, 30th USAEE/IAEE North American Conference, Oct 9-12, 2011

Infrastructure Investments under Uncertainty with the Possibility of Retrofit: Theory and Simulations

infrastructure

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Policy Research Working Paper 5516

policy

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Infrastructure Investments under Uncertainty with the Possibility of Retrofit

infrastructure

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Dynamics of Piecewise Continuous Functions

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High suspended sediment yields of the Conestoga River watershed to the Susquehanna River and Chesapeake Bay are the result of ubiquitous post-settlement mill dams

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AGU Fall Meeting Abstracts