Northwestern University

  • United States

Research Output 1948 2020

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Conference article
2019
1 Citation (Scopus)

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. K. & Maglaveras, N., Jan 1 2019, In : IFMBE Proceedings. 68, 1, p. 261-265 5 p.

Research output: Contribution to journalConference article

Optical tomography
Tissue
Neural networks
Lipids
Blueprints

Optimal Deformation Modes for Estimating Soil Properties

Nally, A., Shi, Z. & Hambleton, J. P., Jan 1 2019, In : Geotechnical Special Publication. 2019-March, GSP 310, p. 541-550 10 p.

Research output: Contribution to journalConference article

soil property
shear test
Soils
Aspect ratio
inverse analysis

Simulation of the Cutting Process in Softening and Hardening Soils

Jin, Z. & Hambleton, J. P., Jan 1 2019, In : Geotechnical Special Publication. 2019-March, GSP 310, p. 11-19 9 p.

Research output: Contribution to journalConference article

shear band
dilatancy
softening
hardening
Hardening
2018

2nd Crossmmla: Multimodal learning analytics across physical and digital spaces

Martinez-Maldonado, R., Echeverria, V., Prieto, L. P., Rodriguez-Triana, M. J., Spikol, D., Curukova, M., Mavrikis, M., Ochoa, X. & Worsley, M. A. B., Jan 1 2018, In : CEUR Workshop Proceedings. 2163

Research output: Contribution to journalConference article

Innovation
Students

Academic advising and student affairs working together to improve first-year experience of engineering students

Bacon, K. K., Birdwell, J. A., Brown, O., DeCosta, E., Freeman, R. W., Roldan, W., Gentry, K. & Pokryfky, A. R., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Students

Additive manufacturing experimental methods and results, and additive manufacturing scalability

Guo, X., Cheng, G. & Liu, W. K., Jan 1 2018, In : SpringerBriefs in Applied Sciences and Technology. 202399, p. 53-69 17 p.

Research output: Contribution to journalConference article

3D printers
Scalability
Manufacturing
Technology
Aerospace Medicine

Affordances of digital, textile and living media for designing and learning biology in k-12 education

Kafai, Y. B., Horn, M. S., Danish, J., Humburg, M., Tu, X., Davis, B., Georgen, C., Enyedy, N., Bumbacher, E., Blikstein, P., Washington, P., Riedel-Kruse, I., Clegg, T., Byrne, V., Norooz, L., Kang, S., Froehlich, J., Walker, J. T., Lui, D., Anderson, E. & 1 othersKafai, Y. B., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 1275-1282 8 p.

Research output: Contribution to journalConference article

biology
Textiles
Education
Students
learning

A multidisciplinary professional development program that shifts faculty attitudes and practice toward evidence-based instructional strategies (EBIS) for teaching and learning

Krause, S. J., Judson, E., Hjelmstad, K. D., Middleton, J. A., Culbertson, R. J., Ankeny, C. J., Chen, Y. C., Ross, L., Mayled, L. H. & Hjelmstad, K. L., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Teaching
Students
Innovation
Feedback
Taxonomies
1 Citation (Scopus)

Assessing faculty and organizational change in a professional development program with workshops and disciplinary communities of practice

Krause, S. J., Hjelmstad, K. D., Judson, E., Middleton, J. A., Culbertson, R. J., Ankeny, C. J., Chen, Y. C., Ross, L., Mayled, L. H. & Hjelmstad, K. L., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Innovation
Teaching
Sustainable development
Students
Feedback

Assessing gloss perception of human facial skin across subject

Wang, J., Pappas, T. N., Kuesten, C., Majmudar, G. & Mayne, J., Jan 1 2018, In : IS and T International Symposium on Electronic Imaging Science and Technology.

Research output: Contribution to journalConference article

Skin
Statistics
Photography
statistics
scoring

Attunements to the ethical in design and learning

Vossoughi, S., Jackson, A., Bang, M., Warren, B., Rosebery, A. S. & Philip, T., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 1283-1289 7 p.

Research output: Contribution to journalConference article

learning
Teaching
moral philosophy
epistemology
social change

Calibration of Plasticity-Based Safety Factors for Rainfall-Induced Landslides

Lizárraga, J. J. & Buscarnera, G., Jan 1 2018, In : Geotechnical Special Publication. 2017-November, GSP 301, p. 370-379 10 p.

Research output: Contribution to journalConference article

Safety factor
Landslides
Plasticity
Rain
plasticity

Characterizing computational thinking in high school science

Swanson, H. L., Irgens, G. A., Bain, C., Hall, K., Woods, P., Rogge, C., Horn, M. S. & Wilensky, U., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 871-878 8 p.

Research output: Contribution to journalConference article

Students
science
school
Engineering technology
Electric network analysis

Classification of huntington disease using acoustic and lexical features

Perez, M., Jin, W., Le, D., Carlozzi, N., Dayalu, P., Roberts, A. & Provost, E. M., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 1898-1902 5 p.

Research output: Contribution to journalConference article

Acoustics
Transcription
Biomarkers
Differentiate
Progression
3 Citations (Scopus)

Community-based design partnerships: Examples from a new generation of chat/dbr

Meléndez, J. W., Radinsky, J., Vossoughi, S., Marin, A., Bang, M., Nolan, C., Phillips, N., Lund, V. K., Gonzales, W., Allen-Hegbe, S., Bild, D., Bruton, I., Carmichael, J., Martell, E., Schmidt, A., Jurow, S. & Hall, R., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 1312-1319 8 p.

Research output: Contribution to journalConference article

chat
learning
community
methodology
science

Computational and analytical methods in additive manufacturing

Guo, X., Cheng, G. & Liu, W. K., Jan 1 2018, In : SpringerBriefs in Applied Sciences and Technology. 202399, p. 11-33 23 p.

Research output: Contribution to journalConference article

3D printers
Analytical Methods
Computational Methods
Manufacturing
Technology

Contrastive learning from pairwise measurements

Chen, Y., Yang, Z., Xie, Y. & Wang, Z., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 10909-10918 10 p.

Research output: Contribution to journalConference article

Agglomeration
Experiments

Cooling rate effect on tensile strength of laser deposited Inconel 718

Bennett, J. L., Kafka, O. L., Liao, H., Wolff, S. J., Yu, C., Cheng, P., Hyatt, G., Ehmann, K. & Cao, J., Jan 1 2018, In : Procedia Manufacturing. 26, p. 912-919 8 p.

Research output: Contribution to journalConference article

Solidification
Tensile strength
Cooling
Lasers
Microstructure

Creating and scaling an evidence-based faculty development program

Ankeny, C. J., Mayled, L. H., Ross, L., Hjelmstad, K. D., Krause, S. J., Middleton, J. A. & Culbertson, R. J., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Innovation
Teaching
Students
Taxonomies
Engineering education
1 Citation (Scopus)

Defining and assessing risk analysis: The key to strategic iteration in real-world problem solving

Carlson, S. E., Maliakal, L. V., Rees Lewis, D. G., Gorson, J., Gerber, E. M. & Easterday, M. W., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 352-359 8 p.

Research output: Contribution to journalConference article

Risk analysis
Planning
planning
social effects
Students

Deliverables from international cooperation on an NIH-funded biomedical engineering project in Africa

Gatchell, D. W., Osuntoki, A. A., Coker, A. O., Glucksberg, M. R., Douglas, T. & Palamountain, K., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Pediatrics
Biomedical engineering
International cooperation
Health
Innovation

Designing for axiological innovation within family-centered learning environments

McDermott, R., Suárez, E., Bang, M., Meixi, Bell, P., Tzou, C., Roque, R., Pinkard, N., Barron, B., Martin, C. K., Luce, M. R., Vea, T., Goldman, S. & Conlin, L. D., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 1187-1194 8 p.

Research output: Contribution to journalConference article

learning environment
Innovation
innovation
learning
learning theory

Development and validation of Portable Automated Rapid Testing (PART) measures for auditory research

Gallun, F. J., Seitz, A., Eddins, D. A., Molis, M. R., Stavropoulos, T., Jakien, K. M., Kampel, S. D., Diedesch, A. C., Hoover, E. C., Bell, K., Souza, P. E., Sherman, M., Calandruccio, L., Xue, G., Taleb, N., Sebena, R. & Srinivasan, N., Jan 1 2018, In : Proceedings of Meetings on Acoustics. 33, 1, 050002.

Research output: Contribution to journalConference article

modulation
grade
tablets
globes
hearing

Effect of elliptical vibration trajectories on grating structure formation and its application in structural coloration

Yang, Y. & Guo, P., Jan 1 2018, In : Procedia Manufacturing. 26, p. 543-551 9 p.

Research output: Contribution to journalConference article

Trajectories
Color
Texturing
Nanotechnology
Cutting tools

Effect of Grain Crushing and Grain Size on the Evolution of Water Retention Curves

Zhang, Y. D., Park, J. S., Gao, S., Sonta, A., Horin, B. & Buscarnera, G., Jan 1 2018, In : Geotechnical Special Publication. 2017-November, GSP 301, p. 268-278 11 p.

Research output: Contribution to journalConference article

Crushing
water retention
breakage
crushing
grain size

Effects of vibration trajectory on ductile-to-brittle transition in vibration cutting of single crystal silicon using a non-resonant tool

Wang, J., Yang, Y. & Guo, P., Jan 1 2018, In : Procedia CIRP. 71, p. 289-292 4 p.

Research output: Contribution to journalConference article

Trajectories
Single crystals
Silicon
Brittleness
Carbides

Engineering and technology literacy introduced in cornerstone design cours

Freeman, R. W., Birdwell, J. A., DeCosta, E., Gentry, K. & Brown, O., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Students
Studios
Mockups
Curricula
Engineers

Exploring design trade-offs in incorporating making activities into high school science curriculums

Flanagan-Hall, G. A., Wu, J., Atit, K., Ramey, K. E., Vondracek, M., Jona, K. & Uttal, D. H., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 961-964 4 p.

Research output: Contribution to journalConference article

Curricula
Students
robot
curriculum
physics
Curricula
Students
discourse
curriculum
learning

Exploring the adoption, spread, and sustainability of an informal steam learning innovation in schools

Stevens, R., Ramey, K., Meyerhoff, P., Hilppö, J., Kumpulainen, K., Kajamaa, A., Rajala, A. & Halverson, R., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 1203-1210 8 p.

Research output: Contribution to journalConference article

informal learning
Sustainable development
Steam
Innovation
sustainability

Exponentially weighted imitation learning for batched historical data

Wang, Q., Xiong, J., Han, L., Sun, P., Liu, H. & Zhang, T., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6288-6297 10 p.

Research output: Contribution to journalConference article

Reinforcement learning
Simulators
Trajectories

Facilitating change in instructional practice in a faculty development program through classroom observations and formative feedback coaching

Hjelmstad, K. L., Hjelmstad, K. D., Krause, S. J., Mayled, L. H., Judson, E., Ross, L., Culbertson, R. J., Middleton, J. A., Ankeny, C. J. & Chen, Y. C., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Feedback

Facilitation in informal makerspaces

Lee, S., Bar-El, D., Martin, K. & Worsley, M. A. B., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 3, 2018-June, p. 1759-1760 2 p.

Research output: Contribution to journalConference article

Supervisory personnel
Managers
Personnel
senior executive
institutional factors

Fine piercing of electromagnetic steel sheets by micro-punches under nearly zero clearance

Katsuta, E., Aizawa, T., Morita, H., Dohda, K. & Anzai, M., Jan 1 2018, In : Procedia Manufacturing. 15, p. 1459-1466 8 p.

Research output: Contribution to journalConference article

Open Access
Piercing
Steel sheet
Nitriding
Plasmas
Diamonds
2 Citations (Scopus)

Generalized partitioned matrix acceleration of variational nodal method

Wang, Y., Zhang, T., Lewis, E. E., Yang, W. S., Smith, M. A. & Wu, H., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 907-910 4 p.

Research output: Contribution to journalConference article

Genevo-an emergent systems microworld for model-based scientific inquiry in the context of genetics and evolution

Dabholkar, S., Anton, G. & Wilensky, U., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 3, 2018-June, p. 1617-1618 2 p.

Research output: Contribution to journalConference article

Students
learning environment
student
poster
Curricula
1 Citation (Scopus)

Information structure, affect, and prenuclear prominence in American English

Chodroff, E. & Cole, J. S., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 1848-1852 5 p.

Research output: Contribution to journalConference article

Speech analysis
Information Structure
Acoustics
Excursion
Assignment

Introduction

Guo, X., Cheng, G. & Liu, W. K., Jan 1 2018, In : SpringerBriefs in Applied Sciences and Technology. 202399, p. 1-2 2 p.

Research output: Contribution to journalConference article

3D printers
Manufacturing
Materials science
Education
Materials Science

Investigation of surface cracking of hot-extruded AA7075 billet

Ngernbamrung, S., Suzuki, Y., Takatsuji, N. & Dohda, K., Jan 1 2018, In : Procedia Manufacturing. 15, p. 217-224 8 p.

Research output: Contribution to journalConference article

Open Access
Extrusion
Zinc
Grain refinement
Melting
Friction
1 Citation (Scopus)

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 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Students

IUSE: EHR - Enhancing and expanding experiential learning modules across disciplines and institutions

Kim, G. J., Linsenmeier, R. A., Reissman, T. & Finch, M. B., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Problem-Based Learning

Learning analytics in support of qualitative analysis

Sherin, B. L., Kersting, N. B. & Berland, M., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 464-471 8 p.

Research output: Contribution to journalConference article

learning
contact
qualitative method
tactics
video

Measuring awe and critical thinking in a science museum

Price, C. A., Greenslit, J., Applebaum, L. R., Segovia, G., Slagel, C., Quinn, K. A. & Krogh-Jespersen, S., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 3, 2018-June, p. 1473-1474 2 p.

Research output: Contribution to journalConference article

Museums
museum
science
art
learning

Modeling Delayed Flow Liquefaction Initiation after Cyclic Loading

Shi, Z., Marinelli, F. & Buscarnera, G., Jan 1 2018, In : Geotechnical Special Publication. 2018-June, GSP 292, p. 212-220 9 p.

Research output: Contribution to journalConference article

flow modeling
cyclic loading
Liquefaction
liquefaction
creep

Multi-agent reinforcement learning via double averaging primal-dual optimization

Wai, H. T., Yang, Z., Hong, M. & Wang, Z., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 9649-9660 12 p.

Research output: Contribution to journalConference article

Reinforcement learning
Sensor networks
Robotics
2 Citations (Scopus)

Multimodal learning analytics’ past, present, and, potential futures

Worsley, M. A. B., Jan 1 2018, In : CEUR Workshop Proceedings. 2163

Research output: Contribution to journalConference article

Deep learning

Nano-engineered meta cement-based materials and durability

Shah, S. P. & Hou, P., Jan 1 2018, In : American Concrete Institute, ACI Special Publication. 2018-June, SP 326

Research output: Contribution to journalConference article

Cements
Durability
Surface treatment
Carbon
Gels
2 Citations (Scopus)

Negotiating epistemic agency and target learning goals: Supporting coherence from the students’ perspective

Zivic, A., Smith, J. F., Reiser, B., Edwards, K. D., Novak, M. & McGill, T. A. W., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 25-32 8 p.

Research output: Contribution to journalConference article

Students
learning
student
classroom
science

Networked by design: Interventions for teachers to develop social capital

Yoon, S. A., Anderson, C. W., Baker-Doyle, K., de Laat, M., de los Santos, E., Frank, K. A., Hopkins, M., Lin, Q., Marshall, S., Miller, K., Nijland, F., Penuel, W., Shirrell, M., Santo, R., Schreurs, B., Spillane, J. P., van Amersfoort, D. & Whitfield, L., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 1235-1242 8 p.

Research output: Contribution to journalConference article

Electric network analysis
social capital
Teaching
Education
social network

Parallelization of the pin resolved variational nodal method

Wang, Y., Zhang, T., Lewis, E. E., Yang, W. S., Smith, M. A. & Wu, H., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 897-899 3 p.

Research output: Contribution to journalConference article