Christopher J. Duffy

Orcid: 0000-0003-0080-6445

Affiliations:
  • Pennsylvania State University, Department of Civil and Environmental Engineering, University Park, PA, USA


According to our database1, Christopher J. Duffy authored at least 26 papers between 2004 and 2024.

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Bibliography

2024
Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems.
CoRR, 2024

Towards Entity-Aware Conditional Variational Inference for Heterogeneous Time-Series Prediction: An application to Hydrology.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

2023
Uncertainty Quantification in Inverse Models in Hydrology.
CoRR, 2023

Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Probabilistic Inverse Modeling: An Application in Hydrology.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022
Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
ACM Trans. Interact. Intell. Syst., 2021

Knowledge-guided Self-supervised Learning for estimating River-Basin Characteristics.
CoRR, 2021

2020
Physics Guided Machine Learning Methods for Hydrology.
CoRR, 2020

2019
A coupled surface-subsurface hydrologic model to assess groundwater flood risk spatially and temporally.
Environ. Model. Softw., 2019

An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

2016
Tuning Heterogeneous Computing Platforms for Large-Scale Hydrology Data Management.
IEEE Trans. Parallel Distributed Syst., 2016

Cyber-Innovated Watershed Research at the Shale Hills Critical Zone Observatory.
IEEE Syst. J., 2016

Hydrological model uncertainty due to spatial evapotranspiration estimation methods.
Comput. Geosci., 2016

Fully-coupled hydrologic processes for modeling landscape evolution.
Environ. Model. Softw., 2016

Visualization workflows for level-12 HUC scales: Towards an expert system for watershed analysis in a distributed computing environment.
Environ. Model. Softw., 2016

2015
Supporting Open Collaboration in Science Through Explicit and Linked Semantic Description of Processes.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

A Task-Centered Framework for Computationally-Grounded Science Collaborations.
Proceedings of the 11th IEEE International Conference on e-Science, 2015

2014
Automating data-model workflows at a level 12 HUC scale: Watershed modeling in a distributed computing environment.
Environ. Model. Softw., 2014

A tightly coupled GIS and distributed hydrologic modeling framework.
Environ. Model. Softw., 2014

2013
Parameterization for distributed watershed modeling using national data and evolutionary algorithm.
Comput. Geosci., 2013

Essential Terrestrial Variable data workflows for distributed water resources modeling.
Environ. Model. Softw., 2013

2011
Watershed Reanalysis: Towards a National Strategy for Model-Data Integration.
Proceedings of the IEEE 7th International Conference on E-Science, 2011

2010
An object-oriented shared data model for GIS and distributed hydrologic models.
Int. J. Geogr. Inf. Sci., 2010

2009
An efficient domain decomposition framework for accurate representation of geodata in distributed hydrologic models.
Int. J. Geogr. Inf. Sci., 2009

2004
Enhancing the performance of feature selection algorithms for classifying hyperspectral imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004


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