Complex Systems, Dynamics & Design KEY NOTE Professor Jeffrey Johnson, Principal Investigator:...

Complex Systems, Dynamics & Design

KEY NOTE

Professor Jeffrey Johnson, Principal Investigator: ECiD2 Research Cluster.

Complexity, Dynamics & Design

• designed systems can be complex

• design processes can be complex

• design environment can be complex

Complexity, Dynamics & Design• designed systems can be complex

• design environment can be complex

• design - a complex cognitive social process

Design involves assembles parts into wholes

predicting the behaviour of the whole

Design involves assembles parts into wholes

predicting the behaviour of the whole

dynamics

Complexity & Dynamics

Traditional Science & Cassandra

prediction & prescience

Halley’s Comet

Newton’s Laws – a triumph for science

Predictive science for engineering design

Some systems: point prediction impossible

How can the dynamics be designed & controlled?

Dynamics and prediction in design ?

Science versus pre-science: ‘just knowing’

How can the dynamics be designed & controlled?

Complex Systems & Prediction

Dynamics emerge from interactions ofmany heterogeneous parts at many levels

Trial and error not an option

Must understand transitions

t + tt + 2t

t + 3t

time horizon

t + tt + 2t

t + 3t

time horizon

t + tt + 2t

t + 3t

time horizon

designing the future

Design as the Lab of Complex Systems

map out possible futures from data

make a change

create ‘artificial’ system

observe what happens

Experiments not replicable

Designing Complex Systems only politicians have the mandate & the money

Complex Systems Scientists need to work with policy makers

But they know nothing of design as process

CS Scientists need to know about design

…together we are designing the future

Complex Systems, Dynamics & Design KEY NOTE Professor Jeffrey Johnson, Principal Investigator:...

Documents

Sarah Bickel PhDCoordinating Presenter Thomas J. DeStefano Ed DPrincipal Investigator Susan Longerbeam PhDCo Investigator Yu, Lixin PhDCo Investigator

Moderator – John Himmel, WSDOT – Neal Murphy, …...Ernest “Ron” Frazier, Sr., Esq, Co-Principal Investigator Western Management & Consulting, LLC Jeffrey Western, Co -Principal

Investigator-initiated Multi-center Trials Jeffrey Clark, MD DF/HCC Medical Director for Clinical Trials Operations September 26, 2008

Jeffrey W. Swanson, PhD (Principal Investigator) Thinking …€¦ · Preventing gun violence involving people with serious mental illness. In Webster DW and VernickJS, Eds., Reducing

INVESTIGATOR - EIA

INVESTIGATOR MANUAL · 2020-05-27 · investigator's personal supervision or under the supervision of a sub-investigator responsible to the investigator. ii. The investigator must

Cluster size regulates protein sorting in the ... · Cluster size regulates protein sorting in the immunological synapse Nin˜a C. Hartmana, Jeffrey A. Nyeb, and Jay T. Grovesa,c,d,1

Investigator-held IND Studies Jeffrey W. Clark, MD DF/HCC Medical Director for Clinical Trials Operations April 25, 2008

Investigational New Drug (IND): Sponsor and Investigator ... · Investigational New Drug (IND): Sponsor and Investigator Responsibilities A sponsor-investigator assumes BOTH investigator

Jeffrey Archer...Jeffrey Archer

Jeffrey Sprague, Ph.D., Principal Investigator, University of Oregon ∙

Quantum Mechanical Simulations on a Beowulf Cluster Nathan Shupe Student Investigator Swarthmore College Dr. J. Anthony Gualtieri Mentor Code 935 V ISITING

The Investigator

DOCUMENT RESUME - ERICJames Moynihan, Research Assistant Arthur Berkey, Investigator Joan Egner, Investigator Lee Taylor, Investigator Helen Wardeberg, Investigator L.B. Hixon, Chief

Private Investigator in Malaysia - Private Investigator in Kuala Lampur

Everolimus Investigator-initiated Protocol Template RAD001 ... · Sun Yi, MD (co-Investigator) Julie Bauman, MD (co-Investigator) Daruka Mahadevan, MD PhD (co-Investigator) Version

Paul Joseph Dougherty, MD - Dougherty Laser · PDF filePaul Joseph Dougherty, MD . Dougherty Laser ... Principal Investigator for NIDEK Technologies FDA Trial. ... Jeffrey K. Luttrull,

Investigational New Drug (IND): Sponsor and Investigator Responsibilities · 2020. 9. 23. · Sponsor and Investigator Responsibilities . A sponsor-investigator assumes BOTH investigator

2260 Investigator

03 Investigator