Publications
This section contains publications published by ISI over the past several decades.
2021
A roadmap to robust science for high-throughput applications: The developers’ perspective
Michela Taufer, Ewa Deelman, R Ferreira da Silva, Trilce Estrada, M Hall, Miron Livny
2021 IEEE International Conference on Cluster Computing (CLUSTER), 807-808, 2021
Assessing resource provisioning and allocation of ensembles of in situ workflows
Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Silvina Caíno-Lores, Michela Taufer, Ewa Deelman
50th International Conference on Parallel Processing Workshop, 1-10, 2021
Anomaly detection in scientific workflows using end-to-end execution gantt charts and convolutional neural networks
Patrycja Krawczuk, George Papadimitriou, Shubham Nagarkar, Mariam Kiran, Anirban Mandal, Ewa Deelman
Practice and Experience in Advanced Research Computing, 1-5, 2021
System and methods for graphic encoding of macromolecules for efficient high-throughput analysis
TP ESTRADA-PIEDRA, J Benson, H Carrillo-cabada, E Deelman, ...
US Patent App. 16/761,663, 2021
Mining workflows for anomalous data transfers
Huy Tu, George Papadimitriou, Mariam Kiran, Cong Wang, Anirban Mandal, Ewa Deelman, Tim Menzies
2021 IEEE/ACM 18th International Conference on Mining Software Repositories …, 2021
Network security using inflated files for anomaly detection
MK Monaco, D Negron, B Satira, M Collins
US Patent 10,924,502, 2021
End-to-end generative zero-shot learning via few-shot learning
Georgios Chochlakis, Efthymios Georgiou, Alexandros Potamianos
arXiv preprint arXiv:2102.04379, 2021
Investigating transfer learning for characterization and performance prediction in unconventional reservoirs
Jodel Cornelio, Syamil Mohd Razak, Atefeh Jahandideh, Behnam Jafarpour, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya
SPE Middle East Oil and Gas Show and Conference, D031S031R007, 2021
Integrating deep learning and physics-based models for improved production prediction in unconventional reservoirs
Syamil Mohd Razak, Jodel Cornelio, Atefeh Jahandideh, Behnam Jafarpour, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya
SPE Middle East Oil and Gas Show and Conference, D031S031R003, 2021
Physics-assisted transfer learning for production prediction in unconventional reservoirs
J Cornelio, S Mohd Razak, A Jahandideh, Y Cho, HH Liu, R Vaidya, B Jafarpour
Unconventional Resources Technology Conference, 26–28 July 2021, 3669-3682, 2021
A physics-guided deep learning predictive model for robust production forecasting and diagnostics in unconventional wells
Syamil Mohd Razak, Jodel Cornelio, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya, Behnam Jafarpour
Unconventional Resources Technology Conference, 26–28 July 2021, 1843-1850, 2021
Digital signal transition counters for digital integrated circuits
YH Cho, SS Bhargav, A Goodney
US Patent 10,963,026, 2021
Pervasive power generation system
Y Cho, D Rae, C Webb, G LaFramboise, L Olabinjo, A Goodney
US Patent 10,910,962, 2021
Agenda Pushing in Email to Thwart Phishing
Hyundong Cho, Genevieve Bartlett, Marjorie Freedman
Proceedings of the 1st Workshop on Document-grounded Dialogue and …, 2021
Probing Commonsense Explanation in Dialogue Response Generation
Pei Zhou, Pegah Jandaghi, Bill Yuchen Lin, Justin Cho, Jay Pujara, Xiang Ren
EMNLP 2021 Findings, 2021
WIRE: Resource-efficient scaling with online prediction for DAG-based workflows
Bing Xie, Qiang Cao, Mayuresh Kunjir, Linli Wan, Jeff Chase, Anirban Mandal, Mats Rynge
2021 IEEE International Conference on Cluster Computing (CLUSTER), 35-46, 2021
De novo 3D models of SARS-CoV-2 RNA elements from consensus experimental secondary structures
Ramya Rangan, Andrew M Watkins, Jose Chacon, Rachael Kretsch, Wipapat Kladwang, Ivan N Zheludev, Jill Townley, Mats Rynge, Gregory Thain, Rhiju Das
Nucleic acids research 49 (6), 3092-3108, 2021
User-friendly comparison of similarity algorithms on wikidata
Filip Ilievski, Pedro Szekely, Gleb Satyukov, Amandeep Singh
arXiv preprint arXiv:2108.05410, 2021
Model-Adaptive Interface Generation for Data-Driven Discovery
Hongsuda Tangmunarunkit, Aref Shafaeibejestan, Joshua Chudy, Karl Czajkowski, Robert Schuler, Carl Kesselman
arXiv preprint arXiv:2110.01781, 2021
CHiSEL: a user-oriented framework for simplifing database evolution
Robert Schuler, Carl Kesselman
Distributed and Parallel Databases 39 (2), 483-543, 2021