Northwestern University

Research Output

Research Output per year 1948 2022

• 165168 Article
• 15787 Review article
• 15031 Chapter
• 10542 Conference contribution
• 34404 More
  • 5772 Comment/debate
  • 5203 Editorial
  • 4491 Letter
  • 2989 Book
  • 2451 Conference article
  • 1988 Other contribution
  • 1850 Book/Film/Article review
  • 1805 Exhibition
  • 1359 Short survey
  • 915 Performance
  • 788 Other report
  • 705 Patent
  • 697 Paper
  • 688 Entry for encyclopedia/dictionary
  • 618 Documentary/Film/TV
  • 506 Design
  • 333 Foreword/postscript
  • 317 Working paper
  • 190 Software
  • 167 Abstract
  • 159 Digital or Visual Products
  • 105 Blog
  • 80 Web publication/site
  • 69 Anthology
  • 52 Special issue
  • 45 Chapter (peer-reviewed)
  • 23 Commissioned report
  • 16 Composition
  • 10 Discussion paper
  • 5 Other
  • 4 Other chapter contribution
  • 4 Data set/Database

Research Output per year

Research Output per year

Search results

• 2021

  Anti-galling ß-SiC coating dies for fine cold forging of titanium

  Aizawa, T., Yoshino, T., Shiratori, T. & Dohda, K., Feb 17 2021, In: Journal of Physics: Conference Series. 1777, 1, 012043.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • forging 100%
  • titanium 68%
  • coatings 55%
  • punches 50%
  • titanium oxides 42%

• A very lightweight encryption method based on multiple substitution tables

  Henschen, L. & Lee, J., Mar 4 2021, In: Journal of Physics: Conference Series. 1828, 1, 012101.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • plains 100%
  • substitutes 92%
  • messages 34%
  • attack 31%
  • integers 28%

• Latest results on rare kaon decays from the NA48/2 experiment at CERN

  The NA48/2 collaboration, Apr 15 2021, In: Proceedings of Science. 390, 413.

  Research output: Contribution to journal › Conference article › peer-review

  • kaons 100%
  • kinematics 76%
  • decay 50%
  • form factors 42%
  • contamination 40%

• Practical Security and Privacy for Database Systems

  He, X., Rogers, J., Bater, J., MacHanavajjhala, A., Wang, C. & Wang, X., 2021, In: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 2839-2845 7 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access
• 2020

  Adversarial robustness via robust low rank representations

  Awasthi, P., Jain, H., Rawat, A. S. & Vijayaraghavan, A., 2020, In: Advances in Neural Information Processing Systems. 2020-December

  Research output: Contribution to journal › Conference article › peer-review

  • Classifiers 100%
  • Neural networks 85%

• A multi-agent off-policy actor-critic algorithm for distributed reinforcement learning

  Suttle, W., Yang, Z., Zhang, K., Wang, Z., Basar, T. & Liu, J., 2020, In: IFAC-PapersOnLine. 53, p. 1549-1554 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Reinforcement learning 100%
  1 Scopus citations

• Analytical solution for describing the thermo-mechanical behavior of plane energy geostructures

  Rotta Loria, A. F., Zannin, J., Llabjani, Q. & Laloui, L., Nov 18 2020, In: E3S Web of Conferences. 205, 06009.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Loads (forces) 100%
  • Axial loads 91%
  • Bending moments 86%
  • Thermal load 85%
  • Piles 79%

• Anticipatory thinking in multi-agent environments: The role of theory of mind

  Rabkina, I., Nakos, C. & Forbus, K. D., 2020, In: CEUR Workshop Proceedings. 2558

  Research output: Contribution to journal › Conference article › peer-review

• Blank geometry design for carbon fiber reinforced plastic (CFRP) preforming using finite element analysis (FEA)

  Zhang, W., Gao, J. & Cao, J., 2020, In: 48th SME North American Manufacturing Research Conference, NAMRC 48. 48, p. 197-203 7 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Preforming 100%
  • Thermoforming 93%
  • Carbon fiber reinforced plastics 72%
  • Finite element method 40%
  • Geometry 40%
  2 Scopus citations

• Case Study of the Observational Method: Northwestern University Simpson-Querrey Biomedical Research Center

  Lewis, J. R., Finno, R. J. & Dellaria, J. B., Jan 1 2020, In: Geotechnical Special Publication. 2020-February, GSP 316, p. 416-428 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • observational method 100%
  • research center 70%
  • Excavation 68%
  • excavation 57%
  • Earth (planet) 47%

• Classification of manifest huntington disease using vowel distortion measures

  Romana, A., Bandon, J., Carlozzi, N., Roberts, A. & Provost, E. M., 2020, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2020-October, p. 4966-4970 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Speech 100%
  • Differentiate 31%
  • Monitoring 25%
  • Gait 19%
  • monitoring 18%

• Confronting frame alignment in ct infused stem classrooms

  Bain, C., Dabholkar, S. & Wilensky, U., 2020, In: Proceedings of International Conference on Computational Thinking Education. p. 91-94 4 p.

  Research output: Contribution to journal › Conference article › peer-review

  • classroom 100%
  • teacher 79%
  • Students 70%
  • field research 45%
  • chemistry 41%

• Design and status of the micro-x microcalorimeter sounding rocket

  Hubbard, A. J. F., Adams, J. S., Baker, R., Bandler, S. R., Bastidon, N., Danowski, M. E., Doriese, W. B., Figueroa-Feliciano, E., Goldfinger, D. C., Heine, S. N. T., Hilton, G. C., Kelley, R. L., Kilbourne, C. A., Manzagol, R. E., McCammon, D., Okajima, T., Porter, F. S., Reintsema, C. D., Serlemitsos, P., Smith, S. J. & 1 others, Wikus, P., Jan 20 2020, In: Journal of Physics: Conference Series. 1342, 1, 012096.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • sounding rockets 100%
  • calorimeters 70%
  • flight 68%
  • supernova remnants 55%
  • dark matter 42%

• Effects of alternative course design and instructional methods in the engineering classroom

  Mayled, L. H., Ross, L., Ankeny, C. J. & Oswald, J., Jun 22 2020, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2020-June, 248.

  Research output: Contribution to journal › Conference article › peer-review

  • Students 100%
  • Problem-Based Learning 42%
  • Engineering education 14%
  • Teaching 10%
  • Statistical methods 10%

• Electrokinetic treatments of soils: Potential for geoenergy applications

  Landivar MacIas, A. & Rotta Loria, A. F., Nov 18 2020, In: E3S Web of Conferences. 205, 09002.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • electrokinetics 100%
  • Soils 67%
  • soil 36%
  • electrokinesis 26%
  • Redox reactions 22%

• End-to-end learning and intervention in games

  Li, J., Yu, J., Nie, Y. & Wang, Z., 2020, In: Advances in Neural Information Processing Systems. 2020-December

  Research output: Contribution to journal › Conference article › peer-review

• Energy density comparison via highspeed, in-situ imaging of directed energy deposition

  Webster, S., Ehmann, K. & Cao, J., 2020, In: 48th SME North American Manufacturing Research Conference, NAMRC 48. 48, p. 691-696 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Powders 100%
  • Imaging techniques 94%
  • Lasers 93%
  • 3D printers 81%
  • Biomedical equipment 44%
  1 Scopus citations

• Energy-Efficient Control Adaptation with Safety Guarantees for Learning-Enabled Cyber-Physical Systems

  Wang, Y., Huang, C. & Zhu, Q., Nov 2 2020, In: IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD. 2020-November, 9256732.

  Research output: Contribution to journal › Conference article › peer-review

  • Cyber Physical System 100%
  • Controllers 48%
  • Hybrid systems 17%
  • Neural networks 16%
  • Adaptive cruise control 12%
  4 Scopus citations

• Energy geostructures: Theory and application

  Rotta Loria, A. F., Nov 18 2020, In: E3S Web of Conferences. 205, 01004.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • energy 100%
  • Electric sparks 68%
  • Thermal energy 67%
  • Piles 65%
  • Heat exchangers 59%
  1 Scopus citations

• Finite-sample analysis for decentralized cooperative multi-agent reinforcement learning from batch data

  Zhang, K., Yang, Z., Liu, H., Zhang, T. & Basar, T., 2020, In: IFAC-PapersOnLine. 53, 2, p. 1049-1056 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Reinforcement learning 100%
  • Time varying networks 35%
  • Error analysis 23%
  • Telecommunication networks 21%
  • Learning algorithms 20%

• Generative text using classical nondeterminism

  Horswill, I., 2020, In: CEUR Workshop Proceedings. 2862

  Research output: Contribution to journal › Conference article › peer-review

  • Context free grammars 100%
  • Syntactics 76%
  • Computer programming languages 68%

• Imaging through scattering media with a learning based prior

  Schiffers, F., Fiske, L., Ruiz, P., Katsaggelos, A. K. & Cossairt, O., Jan 26 2020, In: IS and T International Symposium on Electronic Imaging Science and Technology. 2020, 6, 306.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • learning 100%
  • Scattering 86%
  • Imaging techniques 70%
  • scattering 47%
  • Optical transfer function 39%

• Influence of Texture Structure on the Perception of Color Composition

  Wang, J., Zujovic, J., Choi, J., Chakraborty, B., van Egmond, R., de Ridder, H. & Pappas, T. N., Jan 26 2020, In: IS and T International Symposium on Electronic Imaging Science and Technology. 2020, 11, 010401.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • textures 100%
  • Textures 96%
  • Color 86%
  • color 84%
  • Chemical analysis 78%

• Joint filtering of intensity images and neuromorphic events for high-resolution noise-robust imaging

  Wang, Z. W., Duan, P., Cossairt, O., Katsaggelos, A., Huang, T. & Shi, B., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1606-1616 11 p., 9156457.

  Research output: Contribution to journal › Conference article › peer-review

  • Motion compensation 100%
  • Video cameras 90%
  • Imaging systems 89%
  • Image reconstruction 86%
  • Imaging techniques 64%
  3 Scopus citations

• Know the Unknowns: Addressing Disturbances and Uncertainties in Autonomous Systems : Invited Paper

  Zhu, Q., Li, W., Kim, H., Xiang, Y., Wardega, K., Wang, Z., Wang, Y., Liang, H., Huang, C., Fan, J. & Choi, H., Nov 2 2020, In: IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD. 2020-November, 9256731.

  Research output: Contribution to journal › Conference article › peer-review

  • Uncertainty 100%
  • Neural networks 96%
  • Formal methods 92%
  • Machine learning 58%
  • Decision making 57%
  2 Scopus citations

• Learning about diffusion at two levels: Agent-based micro-scale and equation-based macro-scale

  Kelter, J., Emery, J. D. & Wilensky, U., Jun 22 2020, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2020-June, 941.

  Research output: Contribution to journal › Conference article › peer-review

  • Macros 100%
  • Students 81%
  • Fick's laws 31%
  • Materials science 27%

• Lessons (Re)learned from Geotechnical Failures

  Finno, R. J., 2020, In: Geotechnical Special Publication. 2020-February, GSP 321, p. 14-28 15 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Redundancy 100%
  • Geotechnical engineering 77%
  • geotechnical engineering 68%
  • Excavation 59%
  • excavation 50%

• Leveraging Weakly-hard Constraints for Improving System Fault Tolerance with Functional and Timing Guarantees

  Liang, H., Wang, Z., Jiao, R. & Zhu, Q., Nov 2 2020, In: IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD. 2020-November, 9256634.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Fault tolerance 100%
  • Control systems 41%
  • Heuristic methods 39%
  • Costs 38%
  • Simulated annealing 33%
  3 Scopus citations

• Memory-efficient learning of stable linear dynamical systems for prediction and control

  Mamakoukas, G., Xherija, O. & Murphey, T., 2020, In: Advances in Neural Information Processing Systems. 2020-December

  Research output: Contribution to journal › Conference article › peer-review

  • Dynamical systems 100%
  • Data storage equipment 74%
  • Animation 30%
  • Manipulators 26%
  • Textures 24%

• Modelling of simple shear tests on volcanic unsaturated sands

  Moscariello, M., Chen, Y., Cuomo, S. & Buscarnera, G., Oct 16 2020, In: E3S Web of Conferences. 195, 02021.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • shear test 100%
  • Sand 78%
  • sand 53%
  • Landslides 40%
  • modeling 36%

• Multi-scale simulation of rock compaction through breakage models with microstructure evolution

  Buscarnera, G., Chen, Y., Lizaoórraga, J. & Zhang, R., Apr 22 2020, In: Proceedings of the International Association of Hydrological Sciences. 382, p. 421-425 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • breakage 100%
  • compaction 83%
  • rock microstructure 74%
  • microstructure 71%
  • rock 45%
  1 Scopus citations

• Near-field electrospinning on nonconductive substrates using AC fields

  Martinez-Prieto, N., Ehmann, K. & Cao, J., 2020, In: Procedia CIRP. 93, p. 120-124 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Electrospinning 100%
  • Substrates 52%
  • Printing 35%
  • Electric fields 33%
  • Coulomb interactions 29%

• Non-isothermal volume change behavior of saturated sand subjected to minimal vertical effective stress

  Pan, Y. & Rotta Loria, A. F., Nov 18 2020, In: E3S Web of Conferences. 205, 09008.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • volume change 100%
  • effective stress 95%
  • Sand 80%
  • Soils 70%
  • sand 55%

• Online joint multi-metric adaptation from frequent sharing-subset mining for person re-identification

  Zhou, J., Su, B. & Wu, Y., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2906-2915 10 p., 9156809.

  Research output: Contribution to journal › Conference article › peer-review

  • Testing 100%
  • Computer vision 32%
  • Fusion reactions 31%
  • Experiments 13%
  6 Scopus citations

• Quantification of grain breakage during creep based on X-ray microtomography

  Buscarnera, G., Sohn, C. & Seo, D., Nov 18 2020, In: E3S Web of Conferences. 205, 09004.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • breakage 100%
  • creep 89%
  • X rays 84%
  • Creep 80%
  • granular medium 41%

• Required computer science education in BME undergraduate programs

  Linsenmeier, R. A., Jun 22 2020, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2020-June, 1191.

  Research output: Contribution to journal › Conference article › peer-review

  • Computer programming 100%
  • Computer science 94%
  • Biomedical engineering 93%
  • Education 80%
  • Bioengineering 64%

• Stochastic analysis for long term capital structures, systems, and components refurbishment and replacement

  Wang, C., Mandelli, D., Morton, D., Popova, I., Hess, S., StGermain, S. & Smith, C., 2020, In: Transactions of the American Nuclear Society. 122, p. 541-545 5 p.

  Research output: Contribution to journal › Conference article › peer-review

• TA-Student VQA: Multi-Agents Training by Self-Questioning

  Xiong, P. & Wu, Y., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 10062-10072 11 p., 9157453.

  Research output: Contribution to journal › Conference article › peer-review

  • Students 100%
  • Ceilings 37%
  1 Scopus citations

• The impact of network acuity on information sharing under communication delays in space multiteam systems

  Tanaka, K., DeChurch, L. A. & Contractor, N. S., 2020, In: Proceedings of the International Astronautical Congress, IAC. 2020-October

  Research output: Contribution to journal › Conference article › peer-review

  • acuity 100%
  • crews 75%
  • communication 56%
  • Communication 34%
  • messages 23%

• Towards collaboration literacy development through multimodal learning analytics

  Worsley, M. & Ochoa, X., 2020, In: CEUR Workshop Proceedings. 2610, p. 53-63 11 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Feedback 100%
  • Teaching 46%
  • Students 39%
  • Trajectories 36%

• Uncertainty-Aware Score Distribution Learning for Action Quality Assessment

  Tang, Y., Ni, Z., Zhou, J., Zhang, D., Lu, J., Wu, Y. & Zhou, J., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 9836-9845 10 p., 9157684.

  Research output: Contribution to journal › Conference article › peer-review

  • Labels 100%
  • Uncertainty 73%
  • Experiments 20%
  4 Scopus citations

• Work in progress: Critical learning community in a first-year engineering design, study abroad course

  Brown, O., Calkins, S. C. & Davidson, L. M., Jun 22 2020, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2020-June, 400.

  Research output: Contribution to journal › Conference article › peer-review

• Work in Progress: Structured teamwork for learning equity in first-year engineering design

  DeCosta, E. T., Carmichael, K., Davidson, L. M., Brown, O. & Gruneisen, E., Jun 22 2020, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2020-June, 1726.

  Research output: Contribution to journal › Conference article › peer-review

  • Students 100%
  • Project management 31%
  • Fabrication 11%
  • Testing 7%
  • Communication 7%

• Work-in-progress: Comparison of a standards-based assessment to a traditional, summative rubric in a biomedical engineering laboratory

  Ankeny, C. J., O'Neill, D. P. & Beckmann, L., Jun 22 2020, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2020-June, 1573.

  Research output: Contribution to journal › Conference article › peer-review

  • Biomedical engineering 100%
  • Students 28%
  • Curricula 9%
  • Design of experiments 8%
  • Education 8%

• Workshops and co-design can help teachers integrate computational thinking into their k-12 stem classes

  Wu, S. P. W., Peel, A., Bain, C., Anton, G., Horn, M. & Wilensky, U., 2020, In: Proceedings of International Conference on Computational Thinking Education. p. 63-68 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Curricula 100%
  • Students 53%
  • teacher 39%
  • Computer science 23%
  • curriculum 23%
• 2019

  A course in best practices in scientific writing and oral presentation in English for Chinese graduate students in engineering and the life sciences

  Troy, J. B. & Liang, P. J., Jun 15 2019, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference article › peer-review

  • Students 100%
  • Biomedical engineering 29%
  • Teaching 19%
  • Education 19%
  1 Scopus citations

• A multistakeholder recommender systems algorithm for allocating sponsored recommendations

  Malthouse, E. C., Vakeel, K. A., Hessary, Y. K., Burke, R. & Fudurić, M., Jan 1 2019, In: CEUR Workshop Proceedings. 2440

  Research output: Contribution to journal › Conference article › peer-review

  • Recommender systems 100%
  • Marketing 48%
  • Integer programming 26%

• Automatic characterization of plaques and tissue in IVOCT images using a multi-step convolutional neural network framework

  Cheimariotis, G. A., Riga, M., Toutouzas, K., Tousoulis, D., Katsaggelos, A. & Maglaveras, N., 2019, In: IFMBE Proceedings. 68, 1, p. 261-265 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Optical tomography 100%
  • Fibrous Crystal 73%
  • Convolutional neural networks 66%
  • Tissue 62%
  • Lipid 50%
  2 Scopus citations

• Comparative experimental investigation of micro-channel fabrication in Ti alloys by laser ablation and laser-induced plasma micro-machining

  Bhandari, S., Murnal, M., Cao, J. & Ehmann, K., 2019, In: Procedia Manufacturing. 34, p. 418-423 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Laser ablation 100%
  • Plasmas 62%
  • Machining 54%
  • Lasers 51%
  • Fabrication 50%
  7 Scopus citations

• Comparing utility-based and network-based approaches in modeling customer preferences for engineering design

  Sha, Z., Bi, Y., Wang, M., Stathopoulos, A., Contractor, N., Fu, Y. & Chen, W., 2019, In: Proceedings of the International Conference on Engineering Design, ICED. 2019-August, p. 3831-3840 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Engineering Design 100%
  • Preference Modelling 93%
  • Customers 73%
  • Discrete Choice Models 47%
  • Modeling 46%
  3 Scopus citations