On the use of real-world datasets for reaction yield prediction

Mandana Saebi, Bozhao Nan, John E. Herr, +8

Chemical Science

Artificial IntelligenceEngineeringMachine LearningEln DatasetMachine Learning Tool +20

Higher-order patterns of aquatic species spread through the global shipping network

Mandana Saebi, Jian Xu, Erin K. Grey, +3

PLoS ONE

Nonindigenous SpeciesGlobal Ship MovementsHigher-order PatternsEngineeringBiogeography +11

Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection

Mandana Saebi, Jian Xu, Lance Kaplan, +2

EPJ Data Science

Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases

Chuxu Zhang, Lu Yu, Mandana Saebi, +2

Heterogeneous relational reasoning in knowledge graphs with reinforcement learning

Mandana Saebi, Steven Kreig, Chuxu Zhang, +3

Information Fusion

Artificial IntelligenceNatural Language ProcessingKnowledge RepresentationGraph Neural NetworkEngineering +13

HONEM: Learning Embedding for Higher Order Networks

Mandana Saebi, Giovanni Luca Ciampaglia, Lance Kaplan, +1

Big Data

Structured PredictionGeometric LearningGraph Representation LearningMachine LearningEngineering +16

Environment and shipping drive environmental <scp>DNA</scp> beta‐diversity among commercial ports

José Á. Andrés, Paul Czechowski, Erin K. Grey, +26

Molecular Ecology

BiologyBenthic CommunityBiodiversityNonindigenous SpeciesEngineering +10

Integrated Biological Risk and Cost Model Analysis Supports a Geopolitical Shift in Ballast Water Management

Zhaojun Wang, Mandana Saebi, James J. Corbett, +2

Environmental Science & Technology

Water PolicyEngineeringOcean Space UtilizationLawGlobal Species +14

Ballast water-mediated species spread risk dynamics and policy implications to reduce the invasion risk to the Mediterranean Sea

Zhaojun Wang, Mandana Saebi, Erin K. Grey, +4

Marine Pollution Bulletin

Risk DynamicsWater PolicyEngineeringOcean Space UtilizationEnvironmental Impact Assessment +18

On the Use of Real-World Datasets for Reaction Yield Prediction

Mandana Saebi, Bozhao Nan, John E. Herr, +8