Northwestern University

  • United States

Research Output 1948 2020

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2019

Accelerating nonconvex learning via replica exchange Langevin diffusion

Chen, Y., Chen, J., Dong, J., Peng, J. & Wang, Z., Jan 1 2019.

Research output: Contribution to conferencePaper

learning
Temperature
divergence
exploitation
regime

Adversarial domain adaptation for stable brain-machine interfaces

Farshchian, A., Gallego, J. A., Miller, L. E., Solla, S. A., Cohen, J. P. & Bengio, Y., Jan 1 2019.

Research output: Contribution to conferencePaper

Brain
brain
Probability distributions
Neurons
Time series

Comparison of external carbon sources for a polishing partial denitrification/anammox MbbR

Campolong, C., Klaus, S., Rosenthal, A., Sabba, F., Baidme, M., Wells, G., Wett, B., De Clippeleir, H., Chandran, K. & Bott, C., Jan 1 2019, p. 56-63. 8 p.

Research output: Contribution to conferencePaper

Denitrification
Polishing
denitrification
Carbon
carbon

Denitrifying PAOS for low- Carbon and low-energy nutrient removal in cold weather conditions, the Ejby Mølle case study

Uri Carreño, N., Nielsen, P., Constantine, T., Chandran, K., Hoar, C., De Barbadillo, C. & Wells, G., Jan 1 2019, p. 862-870. 9 p.

Research output: Contribution to conferencePaper

Nutrients
nitrite
Carbon
phosphorus
nitrogen

Gender differences in the global music industry: Evidence from MusicBrainz and the Echo Nest

Wang, Y. & Horvat, E-A., Jan 1 2019, p. 517-526. 10 p.

Research output: Contribution to conferencePaper

Innovation
Byproducts
Labels
Industry

Measuring the importance of user-generated content to search engines

Vincent, N., Johnson, I., Sheehan, P. & Hecht, B., Jan 1 2019, p. 505-516. 12 p.

Research output: Contribution to conferencePaper

Search engines
Marketing
Economics
1 Citation (Scopus)

Numerical simulation of localized compaction creep in heterogeneous porous rock

Shahin, G. & Buscarnera, G., Jan 1 2019.

Research output: Contribution to conferencePaper

creep
compaction
Creep
Compaction
Rocks

Off-policy evaluation and learning from logged bandit feedback: Error reduction via surrogate policy

Xie, Y., Liu, Q., Zhou, Y., Liu, B., Wang, Z. & Peng, J., Jan 1 2019.

Research output: Contribution to conferencePaper

Maximum likelihood
Feedback
evaluation
learning
Recommender systems

On fast convergence of proximal algorithms for SQRT-lasso optimization: Don’t worry about its nonsmooth loss function

Li, X., Jiang, H., Haupt, J., Arora, R., Liu, H., Hong, M. & Zhao, T., Jan 1 2019.

Research output: Contribution to conferencePaper

Learning systems
Tuning
Experiments

On large-batch training for deep learning: Generalization gap and sharp minima

Keskar, N. S., Nocedal, J., Tang, P. T. P., Mudigere, D. & Smelyanskiy, M., Jan 1 2019.

Research output: Contribution to conferencePaper

Degradation
Testing
learning
Experiments
regime

Regional-scale implementation of poroelastic solutions for subsidence analyses

Lizárraga, J. J., Chandra, K. & Buscarnera, G., Jan 1 2019.

Research output: Contribution to conferencePaper

Subsidence
subsidence
ground settlement
Pore pressure
porosity
1 Citation (Scopus)

Selection function semantics for will

Cariani, F. & Santorio, P., Jan 1 2019, p. 80-89. 10 p.

Research output: Contribution to conferencePaper

Semantics
2018

Distributed multi-point fiber optic acoustic emission SHM system for condition management of aircraft structures

Mendoza, E., Prohaska, J., Kempen, C., Esterkin, Y. & Krishnaswamy, S., Jan 1 2018.

Research output: Contribution to conferencePaper

Acoustic emissions
Fiber optics
Aircraft
Structural health monitoring
Sensors

Fluid-rock reactions in Mt. Simon sandstone at microscopic length-scale

Kabir, P. & Akono, A-T., Jan 1 2018.

Research output: Contribution to conferencePaper

sandstones
Sandstone
fracture toughness
atomic force microscopy
scanning electron microscopy
Polypropylenes
Fillers
Polymers
Composite materials
Nanotubes
3 Citations (Scopus)

Minimax-optimal privacy-preserving sparse PCA in distributed systems

Ge, J., Wang, Z., Wang, M. & Liu, H., Jan 1 2018, p. 1589-1598. 10 p.

Research output: Contribution to conferencePaper

Privacy Preserving
Minimax
Distributed Systems
Geometric Convergence
Privacy Preservation
Polyurethanes
Recovery
Thermosets
Temperature
Catalysts

Nonlinear structured signal estimation in high dimensions via iterative hard thresholding

Zhang, K., Yang, Z. & Wang, Z., Jan 1 2018, p. 258-268. 11 p.

Research output: Contribution to conferencePaper

Thresholding
Loss Function
Higher Dimensions
Square Functions
Nonlinear Least Squares
2 Citations (Scopus)

Optimality of approximate inference algorithms on stable instances

Lang, H., Sontag, D. & Vijayaraghavan, A., Jan 1 2018, p. 1157-1166. 10 p.

Research output: Contribution to conferencePaper

Optimality
LP Relaxation
Performance Guarantee
Approximate Algorithm
Potts model
2017

Aging framework for low and normal strength concretes

Wendner, R., Czernuschka, L., Boumakis, I., Wan, L. & Cusatis, G., Jan 1 2017, p. 855-856. 2 p.

Research output: Contribution to conferencePaper

Aging of materials
Concretes
Concrete mixtures
Ecodesign

CIVIL ENGINEERING IN THE OCEANS, 3RD CONFERENCE, ABSTRACTS OF PAPERS, 1975.

Naftzger, R. A., Chakrabarti, S. K., Spring, B. H., Monkmeyer, P. L., Dalrymple, R. A., Ghazzaly, O. I., Lim, S. J., Yen, B. C., Allen, R. L., Shatto, H. H., Grace, R. A., Castiel, J., McCann, D. M., Darwell, J. & Denness, B., Jan 1 2017.

Research output: Contribution to conferencePaper

Civil engineering
Clay
Pipelines
Submarine pipelines
Consolidation

COASTAL ENGINEERING CONFERENCE, 13TH, 1972.

Hales, L. Z., Herbich, J. B., Dalrymple, R. A., Dean, R. G., Campos Moraes, C., Silveira Ramos, F., Mendes de Carvalho, M., Berg, D. W., Hawley, E. F., Nichols, M. M., O'Brien, M. P., Mason, C., Sorensen, R. M. & Herron, W. J., Jan 1 2017.

Research output: Contribution to conferencePaper

Coastal engineering
Photography
Water waves
Hydraulics
Water

Color image reproduction based on controllable nano-ripple formation by elliptical vibration texturing

Yang, Y. & Guo, P., Jan 1 2017.

Research output: Contribution to conferencePaper

Texturing
ripples
Color
color
vibration

COMPARISON OF WAVE FORCES COMPUTED BY LINEAR AND STREAM FUNCTION METHODS.

Hudspeth, R. T., Dalrymple, R. A. & Dean, R. G., Jan 1 2017, p. 17-32. 16 p.

Research output: Contribution to conferencePaper

Piles
Drag
Kinematics
Water

Corporate governance and the rise of integrating corporate social responsibility criteria in executive compensation: Antecedents and outcomes

Flammer, C., Hong, B. & Minor, D., Jan 1 2017.

Research output: Contribution to conferencePaper

Corporate governance
Corporate Social Responsibility
Executive compensation
Compensation and Redress
Contracting

CRITICAL EVALUATION OF CHEMICAL AND PHYSICAL STRUCTURAL INFORMATION.

Tukey, J. W., Beaton, A. E., Andrews, D. F., Nicholson, W. L., Laurie, V. W., Hedberg, K., Schwendeman, R. H., Snyder, L. C., Meiboom, S., Shoemaker, D. P., Ibers, J. A., Donohue, J. & Ramsay, D. A., Jan 1 2017.

Research output: Contribution to conferencePaper

Crystal structure
Molecular structure
Geometry
Charge distribution
Liquids
4 Citations (Scopus)

Definition modeling: Learning to define word embeddings in natural language

Noraset, T., Liang, C., Birnbaum, L. A. & Downey, D. C., Jan 1 2017, p. 3259-3266. 8 p.

Research output: Contribution to conferencePaper

Semantics
Recurrent neural networks
Glossaries
Convolution
Error analysis

DUCTILITY AND FAILURE OF NET-REINFORCED CONCRETE SHEEL WALLS.

Bazant, Z. P. & Gambarova, P., Jan 1 2017.

Research output: Contribution to conferencePaper

Ductility
Reinforced concrete
Cracks
Nuclear reactors
Experiments

Effect of alkali silica reaction on aging mortar bars

Pathirage, M., Bousikhane, F., Luo, K., D'Ambrosia, M., Alnaggar, M. & Cusatis, G., Jan 1 2017, p. 926-927. 2 p.

Research output: Contribution to conferencePaper

Mortar
Aging of materials
Silica
Mechanical properties
Fracture energy

Effect of heat treatments on /' microstructures and strengthening in cobalt-base superalloys created by powder metallurgy

Casas, R., Galvez, F., Campos, M., Dunand, D. C. & Seidman, D. N., Jan 1 2017.

Research output: Contribution to conferencePaper

powder metallurgy
Strengthening (metal)
heat resistant alloys
Powder metallurgy
Cobalt

Homogenous alternative semantics

Cariani, F. & Goldstein, S., Jan 1 2017, p. 195-204. 10 p.

Research output: Contribution to conferencePaper

Semantics

How do mechanical properties evolve in alkali-silica reaction affected concretes?

Cusatis, G., Bousikhane, F., Patirage, M., Luo, K. & D'Ambrosia, M., Jan 1 2017, p. 962-963. 2 p.

Research output: Contribution to conferencePaper

Silica
Concretes
Mechanical properties
Concrete construction
Chemical reactions

Impact fracturing of materials driven by the release of kinetic energy of shear strain rate field in forming particles

Caner, F. C., Bazant, Z. P. & Kirane, K., Jan 1 2017, p. 500-501. 2 p.

Research output: Contribution to conferencePaper

Shear strain
Kinetic energy
Strain rate
Particle size
Concretes

Inclusion strategies: The effect of black’s perspective-taking in white-dominated spaces

Scott, E. E., Smith, A. N. & Wang, C. S., Jan 1 2017.

Research output: Contribution to conferencePaper

Supervisory personnel
Inclusion
Perspective taking
Social identity
Turnover

Micro- And nano-technologies for bioloigcal studies of adherent cells - Delivery and analysis

Kang, W., Kessler, J. & Espinosa, H. D., Jan 1 2017, p. 452-453. 2 p.

Research output: Contribution to conferencePaper

Biotechnology
Nanotechnology
5 Citations (Scopus)

MODELS FOR NONLINEAR WATER WAVES ON SHEAR CURRENTS.

Dalrymple, R. A., Jan 1 2017, p. 843-856. 14 p.

Research output: Contribution to conferencePaper

Water waves
Wave functions
Water
Engineers
Hydrogen

Numerical and theoretical analysis of comprehensive concrete fracture tests

Hoover, C. G. & Bazant, Z. P., Jan 1 2017, p. 1042-1043. 2 p.

Research output: Contribution to conferencePaper

Concretes
Cracks
Fracture mechanics
Curing
Boundary layers

Permeability study of regular and self-healing concrete subject to cracking

Bousikhane, F., Luo, K., Pathirage, M. & Cusatis, G., Jan 1 2017, p. 960-961. 2 p.

Research output: Contribution to conferencePaper

Concrete construction
Concretes
Reinforcement
Chemical compounds
Steel

Probabilistic mechanics of quasibrittle structures: Strength, lifetime and scaling

Bazant, Z. P. & Le, J. L., Jan 1 2017, p. 496-497. 2 p.

Research output: Contribution to conferencePaper

Mechanics
Fracture mechanics
Probability distributions
Fatigue of materials
Kinetics
1 Citation (Scopus)
Shale
Constitutive models
Hydraulic fracturing
Hydraulics
Cracks

SUSPENDED SOLIDS IN WATER.

Lerman, A., Lal, D., Dacey, M. F., Tyler, J. E., Austin, R. W., Petzold, T. J., Smith, R. C., Gordon, H. R., Zaneveld, J. R. V., Fry, E. S., Schubel, J. R. & Drake, D. E., Jan 1 2017.

Research output: Contribution to conferencePaper

Water
Chemical reactivity
Turbidity
Refraction
Light scattering

TALL BUILDINGS IN THE MIDDLE AND EAST EUROPE: PLANNING, DESIGN AND CONSTRUCTION.

Kozak, J., Jendele, M., Cizek, P., Nejman, T. J., Sieczkowski, J., Radwanowski, L. J., Bruna, B., Kebo, V., Bazant, Z. P., Varga, L., Masopust, R., Bielek, M., Opatril, J., Bohac, A. & Pirner, M., Jan 1 2017.

Research output: Contribution to conferencePaper

Tall buildings
Planning
Concrete buildings
Reinforced concrete
Precast concrete
1 Citation (Scopus)

Teaming at the limit: Enhancing team effectiveness with social media affordances

Jacqueline, N. G., Leonardi, P. & Contractor, N., Jan 1 2017.

Research output: Contribution to conferencePaper

Personnel
Communication
Social media
Team effectiveness
Work organization

TRANSIENT ANALYSIS OF LMFBR REINFORCED/PRESTRESSED CONCRETE CONTAINMENT.

Marchertas, A. H., Belytschko, T. B. & Bazant, Z. P., Jan 1 2017.

Research output: Contribution to conferencePaper

Prestressed concrete
Transient analysis
Reinforced concrete
Core disruptive accidents
Prestressing

Yield Criteria For Matrix And Composite Materials Under Static And Dynamic Loading

Daniel, I. M., Schaefer, J. & Werner, B. T., 2017, p. 2322-2323. 2 p.

Research output: Contribution to conferencePaper

matrix materials
strain rate
composite materials
logarithms
envelopes
2016
2 Citations (Scopus)

A lasso-based sparse knowledge gradient policy for sequential optimal learning

Li, Y., Liu, H. & Powell, W. B., Jan 1 2016, p. 417-425. 9 p.

Research output: Contribution to conferencePaper

Lasso
Gradient
Experiment
Experiments
Penalized Regression
5 Citations (Scopus)

An improved convergence analysis of cyclic block coordinate descent-type methods for strongly convex minimization

Li, X., Zhao, T., Arora, R., Liu, H. & Hong, M., Jan 1 2016, p. 491-499. 9 p.

Research output: Contribution to conferencePaper

Coordinate Descent
Convex Minimization
Convergence Analysis
Minimization Problem
Elastic Net

Better in the shadows? Attention, media coverage, and market reactions to female CEO appointments

Gaughan, K. & Smith, N., Jan 1 2016, p. 1069-1074. 6 p.

Research output: Contribution to conferencePaper

Media coverage
Market reaction
Chief executive officer
Media markets

Collaborative shipping under different cost-sharing agreements

Tinoco, S. V. P., Creemers, S. & Boute, R., Jan 1 2016.

Research output: Contribution to conferencePaper

Freight transportation
Costs
Industry
Logistics

DNS-sly: Avoiding Censorship through Network Complexity

Akbar, Q-U-A. D., Flores, M. & Kuzmanovic, A., 2016. 7 p.

Research output: Contribution to conferencePaper

Websites
Servers
Throughput