Center for Computational Sciences

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  • 2019

    Formation control of fixed-wing unmanned aircraft: Theory and experiments

    Heintz, C., Bailey, S. C. & Hoagg, J. B., 2019, AIAA Scitech 2019 Forum. (AIAA Scitech 2019 Forum).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • FT-iSort: Efficient fault tolerance for introsort

    Li, S., Li, H., Liang, X., Chen, J., Giem, E., Ouyang, K., Zhao, K., Di, S., Cappello, F. & Chen, Z., Nov 17 2019, Proceedings of SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. a71. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    9 Scopus citations
  • Gas-surface model in DSMC for molecules passing through a funnel-type gas concentrator

    Poovathingal, S. J., Xu, C., Murray, V. J., Minton, T. K. & Schwartzentruber, T. E., 2019, AIAA Scitech 2019 Forum. (AIAA Scitech 2019 Forum).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Improving Performance of Data Dumping with Lossy Compression for Scientific Simulation

    Liang, X., Di, S., Tao, D., Li, S., Nicolae, B., Chen, Z. & Cappello, F., Sep 2019, Proceedings - 2019 IEEE International Conference on Cluster Computing, CLUSTER 2019. 8891037. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2019-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    22 Scopus citations
  • L1-2 Regularized Logistic Regression

    Qin, J. & Lou, Y., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). p. 779-783 5 p. 9048830. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Scopus citations
  • Leveraging SDN to enable short-term on-demand security exceptions

    Griffioen, J., Fei, Z., Rivera, S., Chappell, J., Hayashida, M., Shi, P., Carpenter, C., Song, Y., Chitre, B., Nasir, H. & Calvert, K. L., May 16 2019, 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019. p. 13-18 6 p. 8717817. (2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Load Variation Reduction by Aggregation in a Community of Rooftop PV Residences

    Gong, H., Rallabandi, V. & Ionel, D. M., Aug 2019, 2019 IEEE Power and Energy Society General Meeting, PESGM 2019. 8974029. (IEEE Power and Energy Society General Meeting; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    3 Scopus citations
  • Localizing Sparse Direct Solvers for Circuit Simulations

    Adams, R. J., Wilkerson, O. T., Young, J. C., Chowdhury, I. & Theil, W., Jun 2019, 2019 IEEE MTT-S International Microwave Symposium, IMS 2019. p. 128-131 4 p. 8700905. (IEEE MTT-S International Microwave Symposium Digest).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Mathematical Programming Based Approach to Modular Electric Power System Design

    Flath, A. W., Cramer, A. M. & Lumpp, J. E., Mar 2019, 2019 IEEE Aerospace Conference, AERO 2019. 8742179. (IEEE Aerospace Conference Proceedings; vol. 2019-March).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • Measurement and Estimation of the Equivalent Circuit Parameters for Multi-MW Battery Systems

    Akeyo, O. M., Rallabandi, V., Jewell, N. & Ionel, D. M., Sep 2019, 2019 IEEE Energy Conversion Congress and Exposition, ECCE 2019. p. 2499-2504 6 p. 8912233. (2019 IEEE Energy Conversion Congress and Exposition, ECCE 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • Mission-Based Optimal Control for the Evaluation of Power and Energy System Capability

    Cramer, A. M., Stevens, J. D. & Ojo, I., Aug 2019, 2019 IEEE Electric Ship Technologies Symposium, ESTS 2019. p. 311-316 6 p. 8847866. (2019 IEEE Electric Ship Technologies Symposium, ESTS 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Modeling and Control of a Multiport Converter based EV Charging Station with PV and Battery

    Zhang, Y., He, J. & Ionel, D. M., Jun 2019, ITEC 2019 - 2019 IEEE Transportation Electrification Conference and Expo. 8790632. (ITEC 2019 - 2019 IEEE Transportation Electrification Conference and Expo).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    44 Scopus citations
  • Non-equilibrium processes in the plasma torches of inductively coupled plasma facilities

    Poovathingal, S. J., Kruszelnicki, J., Boyd, I. D. & Kushner, M. J., 2019, AIAA Aviation 2019 Forum. p. 1-13 13 p. (AIAA Aviation 2019 Forum).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • On the Optimal Energy Controls for Large Scale Residential Communities including Smart Homes

    Gong, H., Rallabandi, V., McIntyre, M. L. & Ionel, D. M., Sep 2019, 2019 IEEE Energy Conversion Congress and Exposition, ECCE 2019. p. 503-507 5 p. 8912490. (2019 IEEE Energy Conversion Congress and Exposition, ECCE 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    11 Scopus citations
  • Optimal combinations of utility level renewable generators for a net zero energy microgrid considering different utility charge rates

    Jones, E. S., Gong, H. & Ionel, D. M., Nov 2019, 8th International Conference on Renewable Energy Research and Applications, ICRERA 2019. p. 1014-1017 4 p. 8996529. (8th International Conference on Renewable Energy Research and Applications, ICRERA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    19 Scopus citations
  • Overview of flywheel systems for renewable energy storage with a design study for high-speed axial-flux permanent-magnet machines

    Kesgin, M. G., Han, P., Taran, N. & Ionel, D. M., Nov 2019, 8th International Conference on Renewable Energy Research and Applications, ICRERA 2019. p. 1026-1031 6 p. 8996526. (8th International Conference on Renewable Energy Research and Applications, ICRERA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    13 Scopus citations
  • SIGCSE reads 2019: Discussion and Q & A

    Bates, R., Summet, V., Veilleux, N., Goldsmith, J. & Kritzer, N., Feb 22 2019, SIGCSE 2019 - Proceedings of the 50th ACM Technical Symposium on Computer Science Education. p. 336-337 2 p. (SIGCSE 2019 - Proceedings of the 50th ACM Technical Symposium on Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Significantly improving lossy compression quality based on an optimized hybrid prediction model

    Liang, X., Di, S., Li, S., Tao, D., Nicolae, B., Chen, Z. & Cappello, F., Nov 17 2019, Proceedings of SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. a33. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    34 Scopus citations
  • Slicing and dicing openHPC infrastructure: Virtual clusters in OpenStack

    Husodo, S., Chappell, J., Gazula, V., Pike, L. & Griffioen, J., Jul 28 2019, Proceedings of the Practice and Experience in Advanced Research Computing: Rise of the Machines (Learning), PEARC 2019. 3332214. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Smart plug and circuit breaker technologies for residential buildings in the US

    Alden, R. E., Han, P. & Ionel, D. M., Nov 2019, 8th International Conference on Renewable Energy Research and Applications, ICRERA 2019. p. 1018-1021 4 p. 8996877. (8th International Conference on Renewable Energy Research and Applications, ICRERA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    8 Scopus citations
  • Systematic comparison of two axial flux PM machine topologies: Yokeless and segmented armature versus single sided

    Taran, N., Heins, G., Rallabandi, V., Patterson, D. & Ionel, D. M., Sep 2019, 2019 IEEE Energy Conversion Congress and Exposition, ECCE 2019. p. 4477-4482 6 p. 8913104. (2019 IEEE Energy Conversion Congress and Exposition, ECCE 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • The heart of the matter: Patient autonomy as a model for the wellbeing of technology users

    Burton, E., Goldsmith, J., Clayville, K. & Mattei, N., Jan 27 2019, AIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society. p. 13-19 7 p. (AIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    4 Scopus citations
  • TSM2: Optimizing tall-and-skinny matrix-matrix multiplication on GPUs

    Chen, J., Xiong, N., Liang, X., Tao, D., Li, S., Ouyang, K., Zhao, K., Debardeleben, N., Guan, Q. & Chen, Z., Jun 26 2019, ICS 2019 - International Conference on Supercomputing. p. 106-116 11 p. (Proceedings of the International Conference on Supercomputing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    31 Scopus citations
  • 2018

    A huygens surface source model for field prediction valid from sub-ELF to high frequencies

    Hendijani, N., Gedney, S. D., Young, J. C. & Adams, R. J., May 23 2018, 2018 International Applied Computational Electromagnetics Society Symposium in Denver, ACES-Denver 2018. (2018 International Applied Computational Electromagnetics Society Symposium in Denver, ACES-Denver 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • An Efficient Transformation Scheme for Lossy Data Compression with Point-Wise Relative Error Bound

    Liang, X., Di, S., Tao, D., Chen, Z. & Cappello, F., Oct 29 2018, Proceedings - 2018 IEEE International Conference on Cluster Computing, CLUSTER 2018. p. 179-189 11 p. 8514879. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2018-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    60 Scopus citations
  • A Novel Calculus Based Unipolar Double Reference Single Carrier PWM for Single Phase T-Multilevel Inverter with under Modulation (<1) for Renewable Energy Applications: Hardware Implementation

    Bhaskar, M. S., Padmanaban, S., Blaabjerg, F., Ionel, D. M. & Rashid, M. H., Dec 3 2018, 2018 IEEE Energy Conversion Congress and Exposition, ECCE 2018. p. 1287-1292 6 p. 8558421. (2018 IEEE Energy Conversion Congress and Exposition, ECCE 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    10 Scopus citations
  • BeeFlow: A workflow management system for in situ processing across HPC and cloud systems

    Chen, J., Guan, Q., Zhang, Z., Liang, X., Vernon, L., McPherson, A., Lo, L. T., Grubel, P., Randles, T., Chen, Z. & Ahrens, J., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. p. 1029-1038 10 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    13 Scopus citations
  • Build and Execution Environment (BEE): An Encapsulated Environment Enabling HPC Applications Running Everywhere

    Chen, J., Guan, Q., Liang, X., Bryant, P., Grubel, P., McPherson, A., Lo, L. T., Randles, T., Chen, Z. & Ahrens, J. P., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). p. 1737-1746 10 p. 8622572. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    6 Scopus citations
  • Computational prediction of NASA langley HYMETS arc jet flow with KATS

    Düzel, Ü., Schroeder, O., Zhang, H. & Martin, A., 2018, AIAA Aerospace Sciences Meeting. (AIAA Aerospace Sciences Meeting, 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    25 Scopus citations
  • Current design with minimum error in transcranial direct current stimulation

    Qin, J., Wang, Y. & Liu, W., 2018, Brain Informatics - International Conference, BI 2018, Proceedings. Yang, Y., Yamamoto, V., Wang, S., Jones, E., Su, J., Mitchell, T. & Iasemidis, L. (eds.). p. 52-62 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11309 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Debugging SDN in HPC environments

    Hayashida, M., Rivera, S., Griffioen, J., Fei, Z. & Song, Y., Jul 22 2018, Practice and Experience in Advanced Research Computing 2018: Seamless Creativity, PEARC 2018. a7. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Effect of molecular side groups and local nanoenvironment on photodegradation and its reversibility

    Quist, N., Li, M., Tollefsen, R., Haley, M., Anthony, J. & Ostroverkhova, O., 2018, Organic Photonic Materials and Devices XX. Tabor, C. E., Kajzar, F., Kaino, T. & Koike, Y. (eds.). 105290Z. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10529).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets

    Liang, X., Di, S., Tao, D., Li, S., Li, S., Guo, H., Chen, Z. & Cappello, F., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). p. 438-447 10 p. 8622520. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    190 Scopus citations
  • Event representations for automated story generation with deep neural nets

    Martin, L. J., Ammanabrolu, P., Wang, X., Hancock, W., Singh, S., Harrison, B. & Riedl, M. O., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. p. 868-875 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    128 Scopus citations
  • FARSA: Fully automated roadway safety assessment

    Song, W., Workman, S., Hadzic, A., Zhang, X., Green, E., Chen, M., Souleyrette, R. & Jacobs, N., May 3 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. p. 521-529 9 p. (Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    12 Scopus citations
  • Farsa: Fully automated roadway safety assessment

    Song, W., Workman, S., Hadzic, A., Zhang, X., Green, E., Chen, M., Souleyrette, R. & Jacobs, N., 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV). p. 521-529 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Fault tolerant one-sided matrix decompositions on heterogeneous systems with GPUs

    Chen, J., Li, H., Li, S., Liang, X., Wu, P., Tao, D., Ouyang, K., Liu, Y., Zhao, K., Guan, Q. & Chen, Z., Jul 2 2018, Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018. p. 854-865 12 p. 8665759. (Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    17 Scopus citations
  • Fixed-PSNR Lossy Compression for Scientific Data

    Tao, D., Di, S., Liang, X., Chen, Z. & Cappello, F., Oct 29 2018, Proceedings - 2018 IEEE International Conference on Cluster Computing, CLUSTER 2018. p. 314-318 5 p. 8514891. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2018-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    16 Scopus citations
  • Guiding reinforcement learning exploration using natural language

    Harrison, B., Ehsan, U. & Riedl, M. O., 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. p. 1956-1958 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • Improving performance of iterative methods by lossy checkponting

    Tao, D., Di, S., Liang, X., Chen, Z. & Cappello, F., Jun 11 2018, HPDC 2018 - Proceedings of the 2018 International Symposium on High-Performance Parallel and Distributed Computing. p. 52-65 14 p. (HPDC 2018 - Proceedings of the 2018 International Symposium on High-Performance Parallel and Distributed Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    33 Scopus citations
  • Improving the Capacity Factor and Stability of Multi-MW Grid Connected PV Systems with Results from a 1MW/2MWh Battery Demonstrator

    Akeyo, O., Rallabandi, V., Jewell, N. & Ionel, D. M., Dec 3 2018, 2018 IEEE Energy Conversion Congress and Exposition, ECCE 2018. p. 2504-2509 6 p. 8558253. (2018 IEEE Energy Conversion Congress and Exposition, ECCE 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    4 Scopus citations
  • Lévy process-based stochastic modeling for machine performance degradation prognosis

    Wang, P. & Gao, R. X., Dec 26 2018, Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society. p. 5936-5941 6 p. 8592928. (Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Locally corrected Nyström discretization for impressed current cathodic protection systems

    Young, J. C., Pfeiffer, R., Adams, R. J. & Gedney, S. D., May 23 2018, 2018 International Applied Computational Electromagnetics Society Symposium in Denver, ACES-Denver 2018. (2018 International Applied Computational Electromagnetics Society Symposium in Denver, ACES-Denver 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Missing network data a comparison of different imputation methods

    Krause, R. W., Huisman, M., Steglich, C. & Sniiders, T. A. B., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). p. 159-163 5 p. 8508716. (Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    39 Scopus citations
  • Multi-mode particle filter for bearing remaining life prediction

    Wang, P., Yan, R. & Gao, R. X., 2018, Manufacturing Equipment and Systems. (ASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Multi-Physics Modeling for Electric and Hybrid Vehicles with In-Wheel Electric Motors

    Rallabandi, V., Lawhorn, D., Ionel, D. M. & Li, X., Aug 28 2018, 2018 IEEE Transportation and Electrification Conference and Expo, ITEC 2018. p. 1088-1093 6 p. 8450091. (2018 IEEE Transportation and Electrification Conference and Expo, ITEC 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    3 Scopus citations
  • Navigating the unexpected realities of big data transfers in a cloud-based world

    Rivera, S., Hayashida, M., Chappell, J., Griffioen, J., Shi, P., Song, Y., Fei, Z., Chitre, B., Pike, L., Carpenter, C. & Nasir, H., Jul 22 2018, Practice and Experience in Advanced Research Computing 2018: Seamless Creativity, PEARC 2018. a22. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Non-invasive, simultaneous quantification of vascular oxygenation, glucose uptake and mitochondria membrane potential in a flank tumor model

    Zhu, C., Martin, H. L., Li, M., Crouch, B., Martinez, A. F., Palmer, G. M., Dewhirst, M. W. & Ramanujam, N., 2018, Clinical and Translational Biophotonics, TRANSLATIONAL 2018. (Optics InfoBase Conference Papers; vol. Part F91-TRANSLATIONAL 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Optimizing Lossy Compression with Adjacent Snapshots for N-body Simulation Data

    Li, S., Di, S., Liang, X., Chen, Z. & Cappello, F., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). p. 428-437 10 p. 8622101. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    16 Scopus citations
  • Orthogonal recurrent neural networks with scaled Cayley transform

    Helfrich, K. E., Whimott, D. & Ye, Q., 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). p. 3133-3143 11 p. (35th International Conference on Machine Learning, ICML 2018; vol. 5).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    19 Scopus citations