Carle Illinois College of Medicine

Research Output 1975 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

Knowledge flow: Improve upon your teachers

Liu, I. J., Peng, J. & Schwing, A. G., Jan 1 2019.

Research output: Contribution to conferencePaper

Students
teacher
Tuning
knowledge
student

Learning self-imitating diverse policies

Gangwani, T., Liu, Q. & Peng, J., Jan 1 2019.

Research output: Contribution to conferencePaper

reward
learning
divergence
imitation
Reinforcement learning

Learning to play in a day: Faster deep reinforcement learning by optimality tightening

He, F. S., Liu, Y., Schwing, A. G. & Peng, J., Jan 1 2019.

Research output: Contribution to conferencePaper

Reinforcement learning
reinforcement
Constrained optimization
learning
reward

Modeling the joint probability distribution of main shock and aftershock spectral accelerations

Hu, S., Tabandeh, A. & Gardoni, P., Jan 1 2019.

Research output: Contribution to conferencePaper

Joint Distribution
Risk Analysis
Probability distributions
Risk analysis
Shock

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

Recovery optimization of interdependent infrastructure: A multi-scale approach

Sharma, N., Tabandeh, A. & Gardoni, P., Jan 1 2019.

Research output: Contribution to conferencePaper

Recovery
Infrastructure
Optimization
Resilience
Disaster

Stochastic differential equations for the deterioration processes of engineering systems

Iannacone, L. & Gardoni, P., Jan 1 2019.

Research output: Contribution to conferencePaper

Systems Engineering
Deterioration
Systems engineering
Stochastic Equations
Differential equations

Stochastic life-cycle sustainability analysis

Gharzouzi, P. & Gardoni, P., Jan 1 2019.

Research output: Contribution to conferencePaper

Sustainability
Life Cycle
Sustainable development
Life cycle
Systems Engineering
2018

Action-dependent control variates for policy optimization via Stein’s identity

Liu, H., Feng, Y., Mao, Y., Zhou, D., Peng, J. & Liu, Q., Jan 1 2018.

Research output: Contribution to conferencePaper

Gradient methods
Reinforcement learning
efficiency
policy approach
reinforcement

Chemistry of Nano-CarboScavengers allows dual method rehabilitation of petroleum contaminated water

Misra, S., Daza, E., Scott, J., Tripathi, I., Promisel, C., Sharma, B., Topczewski, J., Chaudhuri, S. & Pan, D., 2018.

Research output: Contribution to conferencePaper

Petroleum
Remediation
Patient rehabilitation
Oils
Water

Design and evaluation of the postursense cushion

Garag, P., Chen, A., McDonagh, D. C. & Hsiao-Wecksler, E. T., Jan 1 2018.

Research output: Contribution to conferencePaper

Fast and accurate text classification: Skimming, rereading and early stopping

Yu, K., Liu, Y., Schwing, A. G. & Peng, J., Jan 1 2018.

Research output: Contribution to conferencePaper

Neural networks
customer
Processing
efficiency
Rereading

Novel carbon based smart filters for remediation of pharmaceutical contaminants

Misra, S., Tripathi, I., Dodgen, L., Ostadhossein, F., Scott, J., Sharma, B., Zheng, W. & Pan, D., 2018.

Research output: Contribution to conferencePaper

drug
remediation
filter
pollutant
carbon

Policy optimization by genetic distillation

Gangwani, T. & Peng, J., Jan 1 2018.

Research output: Contribution to conferencePaper

Distillation
Gradient methods
Genetic algorithms
Reinforcement learning
imitation

Revised design of a passive hydraulic training simulator of biceps spasticity

Pei, Y., Ewoldt, R. H., Zallek, C. M. & Hsiao-Wecksler, E. T., Jan 1 2018.

Research output: Contribution to conferencePaper

Simulators
Hydraulics

Validation of a wearable position, velocity, and resistance meter for assessing spasticity and rigidity

Song, S. Y., Pei, Y., Tippett, S. R., Lamichhane, D., Zallek, C. M. & Hsiao-Wecksler, E. T., Jan 1 2018.

Research output: Contribution to conferencePaper

Rigidity

What do we evaluate when we evaluate creativity: Revisiting the conceptualization of creativity

Yang, S. & Loewenstein, J., Jan 1 2018.

Research output: Contribution to conferencePaper

Conceptualization
Creativity
Evaluation
Novelty
Usefulness
2017

INFLUENCE OF TISSUE LEVEL PLASTICITY ON APPARENT RESPONSE OF TRABECULAR BONE

Koric, S., Sabet, F. A. & Jasiuk, I. M., 2017. 3 p.

Research output: Contribution to conferencePaper

plastic properties
bones
tomography
magnetic permeability
sensitivity

On the interpretability of conditional probability estimates in the agnostic setting

Gao, Y., Parameswaran, A. G. & Peng, J., Jan 1 2017.

Research output: Contribution to conferencePaper

Interpretability
Conditional probability
Calibration
Estimate
Binary Classification

Stein variational policy gradient

Liu, Y., Ramachandran, P., Liu, Q. & Peng, J., Jan 1 2017.

Research output: Contribution to conferencePaper

Gradient methods
Reinforcement learning
Entropy
2016

DIRECT NUMERICAL SIMULATION OF BONE PLASTICITY AND STRENGTH

Koric, S., Sabet, F. A., Jin, O. & Jasiuk, I. M., 2016. 3 p.

Research output: Contribution to conferencePaper

Direct numerical simulation
Plasticity
Bone
Parallel algorithms
Tomography

HIERARCHICAL MODELING OF PLASTICITY AND STRENGTH OF TRABECULAR BONE

Jasiuka, I., Sabet, F., Abueidda, D. W., Hamed, E., Jin, O. & Koric, S., 2016. 2 p.

Research output: Contribution to conferencePaper

plastic properties
bones
collagens
microbalances
scale models

Work in progress: Assessing intercultural competency in an e-Learning environment

Amos, J. R., Choi, H. H., Long, K. D. & Rusch, A., Jun 26 2016.

Research output: Contribution to conferencePaper

Students
Education
Health
Curricula
Students
Electronic medical equipment
Dialysis
Bioengineering
2015

Bioinspired microvascular networks for multifunctional composites

Patrick, J. F., Krull, B. P., Garg, M., Moore, J. S., Sottos, N. R. & White, S. R., Jan 1 2015.

Research output: Contribution to conferencePaper

Composite materials
Vaporization
Fibers
Bearings (structural)
3D printers

Multifunctional microvascular composites

White, S., Pety, S., Coppola, A., Hart, K., Patrick, J., Gergely, R., Sottos, N. R. & Moore, J. S., Jan 1 2015.

Research output: Contribution to conferencePaper

Composite materials
Polymers
Depolymerization
Biopolymers
Tin
2014

An evaluation of ZooKeeper for high availability in system S

Pham, C. M., Kalbarczyk, Z. T., Iyer, R. K., Dogaru, V., Wagle, R. & Venkatramani, C., Jan 1 2014, p. 209-217. 9 p.

Research output: Contribution to conferencePaper

Availability

Monolithic travelling-wave Mach-Zehnder transmitter with high-swing stacked CMOS driver

Gill, D. M., Proesel, J., Xiong, C., Rosenberg, J. C., Khater, M., Barwicz, T., Assefa, S., Shank, S. M., Reinholm, C., Kiewra, E., Ellis-Monaghan, J., Kamlapurkar, S., Green, W. M. J. & Vlasov, Y. A., Jan 1 2014.

Research output: Contribution to conferencePaper

traveling waves
transmitters
Mach number
Transmitters
CMOS
2013

A simulation framework to evaluate virtual CPU scheduling algorithms

Pham, C., Li, Q., Estrada, Z., Kalbarczyk, Z. T. & Iyer, R. K., Dec 1 2013, p. 138-143. 6 p.

Research output: Contribution to conferencePaper

Scheduling algorithms
Program processors
Consolidation
Processing
Virtualization

Autonomous restoration of electrical interfaces

Sottos, N. R., Kang, S., Jones, A., Okman, O., Moore, J. S. & White, S. R., Jan 1 2013, p. 3121-3122. 2 p.

Research output: Contribution to conferencePaper

Energy storage
Restoration
Fuel cells

Pluggable watchdog: Transparent failure detection for MPI programs

Yim, K. S., Kalbarczyk, Z. T. & Iyer, R. K., Oct 7 2013, p. 489-500. 12 p.

Research output: Contribution to conferencePaper

Detectors
Monitoring
Field programmable gate arrays (FPGA)
Computer systems
Semantics

SCDA: SLA-aware cloud datacenter architecture for efficient content storage and retrieval

Kassa, D. F. & Nahrstedt, K., Jul 17 2013, p. 121-122. 2 p.

Research output: Contribution to conferencePaper

Servers
Throughput
Data transfer rates
Data communication systems
Resource allocation
2012

Rich Prospect Browser for Studying Interface Design

Rockwell, G., Sondheim, D., Frizzera, L. & Ruecker, S., 2012.

Research output: Contribution to conferencePaper

Metadata
2010

A Day in the Life of Digital Humanities

Rockwell, G., Ruecker, S., Organisciak, P., Meredith-Lobay, M., Kamal, R. & Sinclair, S., 2010. 4 p.

Research output: Contribution to conferencePaper

documentation
intellectual property
social research
research project
paradigm

Designing a Semantically Rich Visual Interface for Cultural Digital libraries Using the UNESCO Multilingual Thesaurus

Shiri, A., Ruecker, S., Fiorentino, C., Stafford, A., Bouchard, M. & Bieber, M., 2010.

Research output: Contribution to conferencePaper

Thesauri
Digital libraries
User interfaces
Interfaces (computer)
2008

Second workshop on dependable and secure nanocomputing

Arlat, J., Constantinescu, C., Iyer, R. K. & Nicolaïdis, M., Oct 13 2008, p. 546-547. 2 p.

Research output: Contribution to conferencePaper

SymPLFIED: Symbolic program-level fault injection and error detection framework

Pattabiraman, K., Nakka, N., Kalbarczyk, Z. T. & Iyer, R. K., Oct 13 2008, p. 472-481. 10 p.

Research output: Contribution to conferencePaper

Error detection
Model checking
Collision avoidance
Computer hardware
Aircraft
2005

A bandwidth management framework for wireless camera array

Yang, Z. & Nahrstedt, K., Dec 1 2005, p. 147-152. 6 p.

Research output: Contribution to conferencePaper

Cameras
Bandwidth
Frequency allocation
Wireless ad hoc networks
Quality of service

Age and experiences – research initiatives and design case studies for living longer

Ruecker, S., Given, L., Sadler, B. & Ruskin, A., 2005.

Research output: Contribution to conferencePaper

Health
Information retrieval
Websites
Navigation
Feedback

Defeating memory corruption attacks via pointer taintedness detection

Chen, S., Xu, J., Nakka, N., Kalbarczyk, Z. T. & Iyer, R. K., Nov 9 2005, p. 378-387. 10 p.

Research output: Contribution to conferencePaper

Data storage equipment
Security systems
Simulators

Microprocessor sensitivity to failures: Control vs. execution and combinational vs. sequential logic

Saggese, G. P., Vetteth, A., Kalbarczyk, Z. T. & Iyer, R. K., Nov 9 2005, p. 760-769. 10 p.

Research output: Contribution to conferencePaper

Microprocessor chips
Flip flop circuits
Clocks

Modeling coordinated checkpointing for large-scale supercomputers

Wang, L., Pattabiraman, K., Kalbarczyk, Z. T., Iyer, R. K., Votta, L., Vick, C. & Wood, A., Nov 9 2005, p. 812-821. 10 p.

Research output: Contribution to conferencePaper

Supercomputers
Scalability
Recovery

Neutralization of errors and attacks in wireless ad hoc networks

Basile, C., Kalbarczyk, Z. T. & Iyer, R. K., Nov 9 2005, p. 518-527. 10 p.

Research output: Contribution to conferencePaper

Wireless ad hoc networks
Target tracking
Cryptography
Wireless sensor networks
Simulators
2004

An architectural framework for providing reliability and security support

Nakka, N., Kalbarczyk, Z. T., Iyer, R. K. & Xu, J., Oct 1 2004, p. 585-594. 10 p.

Research output: Contribution to conferencePaper

Engines
Data storage equipment
Hardware
Error detection
Flow control

Checkpointing of control structures in main memory database systems

Wang, L., Kalbarczyk, Z. T., Iyer, R. K., Vora, H. & Chahande, T., Oct 1 2004, p. 687-692. 6 p.

Research output: Contribution to conferencePaper

Availability
Data storage equipment
Recovery

Contrast enhancement methods for optical coherence tomography

Boppart, S. A., Marks, D. L., Oldenburg, A. L., Vinegoni, C., Bredfeldt, J. S., Xu, C., Gunther, J. R., Toublan, F. J. J. & Suslick, K. S., 2004, p. 14-15. 2 p.

Research output: Contribution to conferencePaper

Optical tomography
tomography
Tissue
augmentation

Error sensitivity of the Linux kernel executing on PowerPC G4 and pentium 4 processors

Gu, W., Kalbarczyk, Z. T. & Iyer, R. K., Oct 1 2004, p. 887-896. 10 p.

Research output: Contribution to conferencePaper

Program processors
Linux
Hardware
Experiments

QoS service routing in one-to-one and one-to-many scenarios in next-generation service-oriented networks

Jin, J. & Nahrstedt, K., Jun 1 2004, p. 503-510. 8 p.

Research output: Contribution to conferencePaper

Quality of service
2003

Adaptive offloading inference for delivering applications in pervasive computing environments

Gu, X., Nahrstedt, K., Messer, A., Greenberg, I. & Milojicic, D., Dec 1 2003, p. 107-114. 8 p.

Research output: Contribution to conferencePaper

Ubiquitous computing
Inference engines
Personal digital assistants
Fuzzy control
Mobile devices