Northwestern University

Research Output

Research Output per year

1948 2021

• 164474 Article
• 15519 Review article
• 15229 Chapter
• 10442 Conference contribution
• 34905 More
  • 5585 Comment/debate
  • 5056 Editorial
  • 4397 Letter
  • 3230 Book
  • 2699 Other contribution
  • 2432 Conference article
  • 1848 Book/Film/Article review
  • 1805 Exhibition
  • 1315 Short survey
  • 915 Performance
  • 792 Other report
  • 718 Paper
  • 705 Patent
  • 688 Entry for encyclopedia/dictionary
  • 618 Documentary/Film/TV
  • 506 Design
  • 329 Foreword/postscript
  • 322 Working paper
  • 190 Software
  • 166 Abstract
  • 159 Digital or Visual Products
  • 105 Blog
  • 96 Web publication/site
  • 70 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

• 2020

  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: Procedia Manufacturing. 48, p. 197-203 7 p.

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

  Open Access

  • Preforming
  • Thermoforming
  • Carbon fiber reinforced plastics
  • Finite element method
  • Geometry
  1 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
  • research center
  • Excavation
  • excavation
  • Earth (planet)

• 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
  • Differentiate
  • Monitoring
  • Gait
  • Voice

• 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
  • calorimeters
  • flight
  • supernova remnants
  • dark matter

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

  Webster, S., Ehmann, K. & Cao, J., 2020, In: Procedia Manufacturing. 48, p. 691-696 6 p.

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

  Open Access

  • Powders
  • Imaging techniques
  • Lasers
  • 3D printers
  • Biomedical equipment

• 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
  • Controllers
  • Hybrid systems
  • Neural networks
  • Adaptive cruise control
  1 Scopus citations

• 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
  • Scattering
  • Imaging techniques
  • scattering
  • Optical transfer function

• 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
  • Textures
  • Color
  • color
  • Chemical analysis

• 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
  • Video cameras
  • Imaging systems
  • Image reconstruction
  • Imaging techniques
  1 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
  • Neural networks
  • Formal methods
  • Machine learning
  • Decision making

• 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
  • Students
  • Fick's laws
  • Materials science

• Lessons (Re)learned from Geotechnical Failures

  Finno, R. J., Jan 1 2020, In: Geotechnical Special Publication. 2020-February, GSP 321, p. 14-28 15 p.

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

  • Redundancy
  • Geotechnical engineering
  • geotechnical engineering
  • Excavation
  • excavation

• 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
  • Control systems
  • Heuristic methods
  • Costs
  • Simulated annealing
  1 Scopus citations

• 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
  • compaction
  • rock microstructure
  • microstructure
  • rock

• 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
  • Substrates
  • Printing
  • Electric fields
  • Coulomb interactions

• 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
  • Computer vision
  • Fusion reactions
  • Experiments
  1 Scopus citations

• 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
  • Computer science
  • Biomedical engineering
  • Education
  • Bioengineering

• 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
  • Ceilings

• 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
  • Teaching
  • Students
  • Trajectories

• 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
  • Uncertainty
  • Experiments
  1 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
  • Project management
  • Fabrication
  • Testing
  • Communication

• 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
  • Students
  • Curricula
  • Design of experiments
  • Education
• 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
  • Biomedical engineering
  • Teaching
  • Education
  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
  • Marketing
  • Integer programming

• 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., Jan 1 2019, In: IFMBE Proceedings. 68, 1, p. 261-265 5 p.

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

  • Optical tomography
  • Tissue
  • Lipids
  • Neural networks
  • Blueprints
  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., Jan 1 2019, In: Procedia Manufacturing. 34, p. 418-423 6 p.

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

  Open Access

  • Laser ablation
  • Plasmas
  • Machining
  • Lasers
  • Fabrication
  3 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
  • Preference Modelling
  • Customers
  • Discrete Choice Models
  • Modeling
  2 Scopus citations

• Consideration of recrystallization modeling of γ/γ'-strengthened Ni-based superalloys at sub-solvus temperatures

  Nishimoto, T., Okajima, T., Zhang, Q., Gong, J. & Olson, G., Aug 14 2019, In: Journal of Physics: Conference Series. 1270, 1, 012051.

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

  Open Access

  • heat resistant alloys
  • precipitates
  • grain size
  • temperature
  • forging

• Convergent policy optimization for safe reinforcement learning

  Yu, M., Yang, Z., Kolar, M. & Wang, Z., 2019, In: Advances in Neural Information Processing Systems. 32

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

  • Reinforcement learning
  • Constrained optimization
  • Convex optimization
  1 Scopus citations

• Correlation clustering with local objectives

  Kalhan, S., Makarychev, K. & Zhou, T., 2019, In: Advances in Neural Information Processing Systems. 32

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

  • Approximation algorithms
  • Hardness
  • Classifiers

• Deciding on Mars: The effects of isolation on autonomous team decision-making

  DeChurch, L. A., Gokhman, I. A., Plummer, G., Vazquez, M., Bell, S. & Contractor, N. S., Jan 1 2019, In: Proceedings of the International Astronautical Congress, IAC. 2019-October, IAC-19_A1_1_6_x51272.

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

  • crews
  • decision making
  • mars
  • isolation
  • Mars

• Dependence of fracture size effect and projectile penetration on fiber content of FRC

  Bažant, Z. P., Rasoolinejad, M., Dönmez, A. & Luo, W., Aug 15 2019, In: IOP Conference Series: Materials Science and Engineering. 596, 1, 012001.

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

  Open Access

  • Projectiles
  • Reinforced concrete
  • Fibers
  • Constitutive models
  2 Scopus citations

• Detecting potential pleiotropy across cardiovascular and neurological diseases using univariate, bivariate, and multivariate methods on 43,870 individuals from the eMERGE network

  Zhang, X., Veturi, Y., Verma, S., Bone, W., Verma, A., Lucas, A., Hebbring, S., Denny, J. C., Stanaway, I. B., Jarvik, G. P., Crosslin, D., Larson, E. B., Rasmussen-Torvik, L., Pendergrass, S. A., Smoller, J. W., Hakonarson, H., Sleiman, P., Weng, C., Fasel, D., Wei, W. Q. & 4 others, Kullo, I., Schaid, D., Chung, W. K. & Ritchie, M. D., 2019, In: Pacific Symposium on Biocomputing. 24, 2019, p. 272-283 12 p.

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

  • Electronic medical equipment
  • Genomics
  • Electronic Health Records
  • Cardiovascular Diseases
  • Phenotype
  3 Scopus citations

• Distributionally robust chance-constraint optimal power flow considering uncertain renewables with Wasserstein-moment metric

  Liu, J., Chen, Y., Duan, C. & Lyu, J., 2019, In: Energy Procedia. 158, p. 192-197 6 p.

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

  Open Access

  • Uncertainty
  1 Scopus citations

• Dr.vot: Measuring positive and negative voice onset time in the wild

  Shrem, Y., Goldrick, M. & Keshet, J., 2019, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2019-September, p. 629-633 5 p.

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

  • Voice Onset Time
  • Voice
  • Onset
  • Voicing
  • Burst
  3 Scopus citations

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

  Mayled, L. H., Ross, L., Ankeny, C. J. & Oswald, J., Jun 15 2019, In: ASEE Annual Conference and Exposition, Conference Proceedings.

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

  • Students
  • Problem-Based Learning
  • Engineering education
  • Teaching
  • Statistical methods
  1 Scopus citations

• Greenhouse gas emissions of transportation fuels from shale gas-derived natural gas liquids

  Chen, Q., Dunn, J. M. & Allen, D. T., Jan 1 2019, In: Procedia CIRP. 80, p. 346-351 6 p.

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

  Open Access

  • Shale gas
  • Gas emissions
  • Greenhouse gases
  • Natural gas
  • Liquids

• Hyperon form factors & diquark correlations

  Seth, K. K., Feb 25 2019, In: Journal of Physics: Conference Series. 1137, 1, 012011.

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

  Open Access

  • hyperons
  • pair production
  • form factors
  • quarks
  • cross sections

• Improving the accuracy of double-sided incremental forming simulations by considering kinematic hardening and machine compliance

  Leem, D., Moser, N., Ren, H., Mozaffar, M., Ehmann, K. F. & Cao, J., 2019, In: Procedia Manufacturing. 29, p. 88-95 8 p.

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

  Open Access

  • Hardening
  • Compliance
  • Kinematics
  • Formability
  • Mechanics
  4 Scopus citations

• Is there a connection between classroom practices and attitudes towards student-centered learning in engineering?

  Ross, L., Judson, E., Ankeny, C. J., Krause, S. J., Culbertson, R. J., Hjelmstad, K. D., Mayled, L. H., Glassmeyer, K., Middleton, J. A. & Hjelmstad, K. L., Jun 15 2019, In: ASEE Annual Conference and Exposition, Conference Proceedings.

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

• Morphological characterization of bicontinuous microstructures using two-point statistics

  Sun, Y., Elder, K. L. M. & Voorhees, P. W., Dec 9 2019, In: IOP Conference Series: Materials Science and Engineering. 580, 1, 012011.

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

  Open Access

  • Characterization (materials science)
  • Statistics
  • Microstructure
  • Spinodal decomposition
  • Coarsening
  2 Scopus citations

• Neural proximal/trust region policy optimization attains globally optimal policy

  Liu, B., Cai, Q., Yang, Z. & Wang, Z., 2019, In: Advances in Neural Information Processing Systems. 32

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

  • Neural networks
  • Reinforcement learning
  • Mirrors
  • Geometry

• Neural temporal-difference learning converges to global optima

  Cai, Q., Yang, Z., Lee, J. D. & Wang, Z., 2019, In: Advances in Neural Information Processing Systems. 32

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

  • Neural networks
  • Reinforcement learning

• On robustness to adversarial examples and polynomial optimization

  Awasthi, P., Dutta, A. & Vijayaraghavan, A., 2019, In: Advances in Neural Information Processing Systems. 32

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

  • Polynomials
  • Explosions
  • Learning algorithms
  • Classifiers
  • Neural networks

• Perception of pitch contours in speech and nonspeech

  Turner, D. R., Bradlow, A. R. & Cole, J. S., 2019, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2019-September, p. 2275-2279 5 p.

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

  • Pitch Contour
  • Speech
  • Perception
  • Movement
  • Stimulus

• Provably global convergence of actor-critic: A case for linear quadratic regulator with ergodic cost

  Yang, Z., Chen, Y., Hong, M. & Wang, Z., 2019, In: Advances in Neural Information Processing Systems. 32

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

  • Reinforcement learning
  • Costs
  1 Scopus citations

• Recent results on Kaon decays from NA48/2

  NA48/2 Collaboration, 2019, In: Proceedings of Science. 352, 116.

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

  • kaons
  • form factors
  • kinematics
  • decay
  • decay rates