Agenda With Briefings

Monday - Day 1 : 7 August

 

Start

End

Event

Briefer

Allowed
Time

7:30

7:55

Registration & Welcome to MIT

Ravela/MIT

0:25

7:55

8:00

Dr. Blasch - Intro to Conference

Dr. Blasch

0:05

8:00

8:45

Dr. Darema - Status of DDDAS [Keynote]

Dr. Darema

0:45

8:45

9:00

Break

 

0:15

9:00

9:30

BRECCIA: A Multi-Agent Data Fusion and Decision Support Framework for Dynamic Mission Planning

Thomas C. Henderson

0:30

9:30

10:00

A New Control Theory for Dynamic Data Driven Systems

John Doyle

0:30

10:00

10:30

Interactive Planning and Sensing in Uncertain Environments with Task-Driven Sensor Placement

Raghvendra Cowlagi

0:30

10:30

10:45

Break

 

0:15

10:45

11:15

In-situ Training and Integration of New Sensors in a Sensor Network Operating within Noisy Environments

Shashi Phoha

0:30

11:15

11:45

A Data-Driven Approach to Control of Large-Scale Systems

Dan Yu

0:30

11:45

12:15

Information Space Receding Horizon Control (IS-RHC) for Tractable Sensor Scheduling

Weston Faber

0:30

12:15

13:00

Lunch

 

0:45

13:00

13:30

A Critical Review of Adversarial Learning and an Active Learning Study

David Miller

0:30

13:30

14:00

Flight Trajectory Planning for Fixed-Wing Aircraft in Loss of Thrust Emergencies

Paul Saswata

0:30

14:00

14:30

Measurement Selection for Bias Reduction in Structural Damage Parameter Estimation

Shiyu Zhou

0:30

14:30

14:45

Break

 

0:15

14:45

15:15

Data acquisition and sensor placement via multi-fidelity information fusion

Paris Perdikaris

0:30

15:15

15:45

A Step Towards the Cognitive Radar: Target Detection under Nonstationary Clutter

Arye Nehorai

0:30

15:45

16:15

A Sequential Optimization Sampling Method for the Estimation Extreme Event Statistics for Dynamical Systems

Mustafa Mohamad

0:30

16:15

17:15

Poster Session Rapid Introductions (3-minutes to introduce each poster)

Sai Ravela

1:00

17:15

17:25

Wrap Up

Dr. Blasch

0:10


Tuesday - Day 2 : 8 August

 

 Start

End

Event

Briefer

Allowed
Time

7:30

7:55

Registration

Ravela/MIT

0:25

7:55

8:00

Intro to Conference Day Two

Rangaswamy

0:05

8:00

8:45

DDDAS Image-Based Modeling, Simulation, and Visualization  [Keynote]

Chris Johnson

0:45

8:45

9:00

Break

 

0:15

9:00

9:30

Uncertainty Quantification of Feature Tracking Algorithms

Manoranjan Majji

0:30

9:30

10:00

Dynamic Data-Driven Adaptive Sampling and Monitoring of Big Spatial-Temporal Data Streams  for Real-Time Solar Flare Detection

Kaibo Liu

0:30

10:00

10:30

High-dimensional change-point detection over networks via sketching

Yao Xie

0:30

10:30

10:45

Break

 

0:15

10:45

11:15

Dynamic Data-Driven and Real-Time Verification for Industrial Control System Security and Resilience

Kevin Jin

0:30

11:15

12:00

Dedicated time to view and dialogue with poster presenters


0:45

12:00

12:45

Lunch

 

0:45

12:45

13:15

Towards Low-Cost Attritable Aircraft Technology via Dynamic Data-Driven Application Systems

Karen Willcox

0:30

13:15

13:45

High Speed Video-based health monitoring using 3D deep learning

Soumik Sarkar

0:30

13:45

14:15

Bayesian Nonparametric Modeling of Categorical Time Series for Fusion of Correlated Information

Asok Ray

0:30

14:15

14:45

Hierarchical Anomaly Identification in Power Systems Using Synchrophasor Data

Sajjad Amini

0:30

14:45

15:00

Break

 

0:15

15:00

15:30

TEPHCON: Towards a Dynamic Data-Driven Application System for Mining Society’s Phobia of Technologies

Conrad Tucker

0:30

15:30

16:00

Reinforcement Learning: Connections between MDPs and MAB Problems

Wes Cowan

0:30

16:00

16:30

Security and Privacy Issues in DDDAS-based IoT and Smart Systems

Vaidy Sunderam 

0:30

16:30

17:00

Dynamic Data Driven formation flying for real time estimation of a plume using mobile sensor network

Michael Demetriou

0:30

18:00


Reception

 54-915 @ MIT

 


Wednesday - Day 3 : 9 August

 

Start

End

Event

Briefer

Allowed
Time

7:30

7:55

Registration

Ravela/MIT

0:25

7:55

8:00

Intro to Conference Day 3

Grizelda Loy-Kraft

0:05

8:00

8:45

DNA for DDDAS  [Keynote]

Sangtae Kim

0:45

8:45

9:00

Break

 

0:15

9:00

10:00

Usage, Operational, and Sustainment Challenges ...Road to Digital Thread Rapid Decision Speed
• GE  - “The Future of Engineering Design & Analysis at GE:  Digital Thread for Design”
[1]
Universal Technology Corporation – “Environmental Particulate FOD - Data Integration in US and UK for Operational Decision Making”
[2]
United Technologies Research Center   “Technological Gaps for True Usage-Based Lifing: A Machine Learning Perspective”
[3]

Panel Moderator:
Grizelda Loy-Kraft


Bob Zacharias
[1]
Rob Jackson
[2]
Ozgur Erdinc
[3]

10:00

11:00

Controls, Big Data and Cyber...Road to Cyber 1st Digital Thread
United Technologies Corporation – Aerospace Systems; “UaDAP—a Modular Approach to Software Design”
[1]
Jacobs Technology, Inc -  "Creating Virtual Sensors From Big Data”
[2]
AFRL  - “Uninhabited Aircraft Systems (UAS) -Addressing Battlespace Challenges”
[3]

Panel Moderator:
Grizelda Loy-Kraft


Michael J Krenz
[1]
Mike W.Venti 
[2]
Grizelda Loy-Kraft
[3]

11:00

11:15

Break

 

0:15

11:15

12:15

Design and Life Management ...Road to Digital Twin, Agile Development, and Prescriptive Capability/ Low Cost Designs
Florida Turbines -  “Designing Low Cost Systems”
[1]
• GE
– "Digital Twin: Bringing Physics & Data Expertise Together [2]
• Florida Turbines
–“ Overlapping Development and EMD Challenges” [3]

Panel Moderator:
Grizelda Loy-Kraft


Joe Brostmeyer
[1]
Paul Ardis
[2]
Joe Brostmeyer
[3]

12:15

13:00

Lunch

 

0:45

13:00

13:30

Fast Active Learning for High Dimensional Nonlinear Dynamical Systems

Gabriel Terejanu

0:30

13:30

14:00

Leveraging Software-Defined Networking for Incident Response in Industrial Control Systems

Alvaro Cardenas

0:30

14:00

14:30

Autonomous Sampling of Severe Storms using Dispersed Computing for Data-Driven Reasoning

Katherine Glasheen

0:30


Poster Presentations

Title

Author

Luban: Towards Precision Inkjet 3D Printing using Ultra-Fast Light Beam Sensing and Control

Aosen Wang

D3NOC: Dynamic Data Driven Network On Chip

Armin Mehrabian

The design of Resilient and Adaptive Communication Networks with Intrusion Detection, using Statistical and Artificial Intelligence Methods

Demetrios Kazakos

Streamlining Online Decision-Makings via Dynamically Sourcing Decentralized Expertise

Shuai Huang

Sea Surface Temperature Estimation from Satellite Observations and In-Situ Measurements Using MultiFidelity Gaussian Process Regression

Hessam Babaee

Dynamic Data Driven Adaptive Observations in Data Assimilation

Ryne Beeson

E-OPTIMAL DATA REDUCTION FOR LEARNING FROM BIG DATA

Mohsen Joneidi

Particle Gaussian Mixture (PGM) Filters-II

Dilshad R Akkam Veettil

Structured and Model based Compressive Sensing for Real-time Big Data Feature Recognition

Janet Meiling Wang-Roveda

Radar Resource Allocation, Intent Inference and Decision Making

Vikram Krishnamurthy

Sparse Collocation based Approach for Uncertainty Propagation through Nonlinear Dynamical Systems

Puneet Singla

Dynamic, Data-driven Optimization of Hyperspectral Video Processing Under Resource Constraints

Shuvra Bhattacharyya

Dynamic Integration of Motion and Neural Data to Model Human Behavior

Dimitrios Pantazis

Deep Reinforcement Learning for Cold Spray Application

Amit Surana


A Framework for Quantifying Uncertainty in InfoSymbiotic Systems Arising in Atmospheric Environments


 Adrian Sandu

Dynamic Data Driven Deep Learning

Sai Ravela