Publications
This section contains publications published by ISI over the past several decades.
2023
Continual Dialogue State Tracking via Example-Guided Question Answering
Hyundong Cho, Andrea Madotto, Zhaojiang Lin, Khyathi Raghavi Chandu, Satwik Kottur, Jing Xu, Jonathan May, Chinnadhurai Sankar
EMNLP 2023, 2023
Analyzing Norm Violations in Live-Stream Chat
Jihyung Moon, Dong-Ho Lee, Hyundong Cho, Woojeong Jin, Chan Young Park, Minwoo Kim, Jonathan May, Jay Pujara, Sungjoon Park
EMNLP 2023, 2023
Transfer learning with prior data-driven models from multiple unconventional fields
Jodel Cornelio, Syamil Mohd Razak, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya, Behnam Jafarpour
SPE Journal 28 (05), 2385-2414, 2023
Physics-guided deep learning for improved production forecasting in unconventional reservoirs
Syamil Mohd Razak, Jodel Cornelio, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya, Behnam Jafarpour
SPE Journal 28 (05), 2425-2447, 2023
Dynamic Physics-Guided Deep Learning for Production Forecasting in Unconventional Reservoirs
Syamil Mohd Razak, Jodel Cornelio, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya, Behnam Jafarpour
SPE Western Regional Meeting, D021S004R002, 2023
Neural Network-Assisted Clustering for Improved Production Predictions in Unconventional Reservoirs
Jodel Cornelio, Syamil Mohd Razak, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya, Behnam Jafarpour
SPE Western Regional Meeting, D021S004R001, 2023
A Dynamic Residual Learning Approach to Improve Physics-Constrained Neural Network Predictions in Unconventional Reservoirs
Syamil Mohd Razak, Jodel Cornelio, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya, Behnam Jafarpour
SPE Middle East Oil and Gas Show and Conference, D021S084R005, 2023
Identifying and Ranking Multiple Source Models for Transfer Learning in Unconventional Reservoirs.
Jodel Cornelio, Syamil Mohd Razak, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya, Behnam Jafarpour
SPE Middle East Oil and Gas Show and Conference, D021S084R003, 2023
Transient Modeling of Topology-based Worms in Networks with Link Interference
Adrian E Conway, Era Vuksani, Kevin Wright, M Patrick Collins
MILCOM 2023-2023 IEEE Military Communications Conference (MILCOM), 548-553, 2023
Elephants sharing the highway: Studying tcp fairness in large transfers over high throughput links
Imtiaz Mahmud, George Papadimitriou, Cong Wang, Mariam Kiran, Anirban Mandal, Ewa Deelman
Proceedings of the SC'23 Workshops of The International Conference on High …, 2023
How is artificial intelligence changing science?
Ewa Deelman
2023 IEEE 19th International Conference on e-Science (e-Science), 1-4, 2023
Flypaw: Optimized route planning for scientific uavmissions
Andrew Grote, Eric Lyons, Komal Thareja, George Papadimitriou, Ewa Deelman, Anirban Mandal, Prasad Calyam, Michael Zink
2023 IEEE 19th International Conference on e-Science (e-Science), 1-10, 2023
Online Boosted Gaussian Learners for In-Situ Detection and Characterization of Protein Folding States in Molecular Dynamics Simulations
Harshita Sahni, Hector Carrillo-Cabada, Ekaterina Kots, Silvina Caino-Lores, Jack Marquez, Ewa Deelman, Michel Cuendet, Harel Weinstein, Michela Taufer, Trilce Estrada
2023 IEEE 19th International Conference on e-Science (e-Science), 1-10, 2023
Self-supervised learning for anomaly detection in computational workflows
Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Ewa Deelman, Prasanna Balaprakash
arXiv preprint arXiv:2310.01247, 2023
Performance assessment of ensembles of in situ workflows under resource constraints
Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Silvina Caíno‐Lores, Michela Taufer, Ewa Deelman
Concurrency and Computation: Practice and Experience 35 (20), e7111, 2023
Broadening Student Engagement To Build the Next Generation of Cyberinfrastructure Professionals
Angela Murillo, Don Brower, Sarowar Hossain, Kerk Kee, Anirban Mandal, Jarek Nabrzyski, Erik Scott, Nicole Virdone, Rodney Ewing, Ewa Deelman
Practice and Experience in Advanced Research Computing, 470-473, 2023
Graph neural networks for detecting anomalies in scientific workflows
Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Mariam Kiran, Ewa Deelman, Prasanna Balaprakash
The International Journal of High Performance Computing Applications 37 (3-4 …, 2023
Can the united states maintain its leadership in high-performance computing?-a report from the ascac subcommittee on american competitiveness and innovation to the ascr office
Jack Dongarra, Ewa Deelman, Tony Hey, Satoshi Matsuoka, Vivek Sarakar, Greg Bell, Ian Foster, David Keyes, Dieter Kranzlmueller, Bob Lucas, Lynne Parker, John Shalf, Dan Stanzione, Rick Stevens, Katherine Yelick
USDOE Office of Science (SC)(United States), 2023
Runtime steering of molecular dynamics simulations through in situ analysis and annotation of collective variables
Silvina Caino-Lores, Michel Cuendet, Jack Marquez, Ekaterina Kots, Trilce Estrada, Ewa Deelman, Harel Weinstein, Michela Taufer
Proceedings of the Platform for Advanced Scientific Computing Conference, 1-11, 2023
Experiments on Network Services for Video Transmission using FABRIC Instrument Resources
Alicia Esquivel Morel, Durbek Gafurov, Prasad Calyam, Cong Wang, Komal Thareja, Anirban Mandal, Eric Lyons, Michael Zink, George Papadimitriou, Ewa Deelman
IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023