This talk discusses advanced computationally assisted reasoning about large interaction-dominated systems and addresses the role of involve details of huge numbers and levels of intricate interactions in current fields of research.It was delivered at the SMART Infrastructure Facility by Professor Chris Barrett on September 26, 2012. For more detail, see http://goo.gl/gLp7c.
"Unsimple truths: A very abbreviated and highly opinionated account of why science and engineering (as usually practiced) do not cope well with the complexity of environmental and infrastructure systems – what we need to change and why"
Professor Graham Harris, Honorary Professorial Fellow, SMART Infrastructure Facility, presented a summary of his research as part of the SMART Seminar Series on 25 November 2015.
Small Worlds of Ambridge: Power, Networks & Actants Nicola Headlam
Seeking to explore the ways in which multi-dimensional power may be deployed within a spatially defined place needs an interrogation of place-based statecraft. The paper presents some of the forms of capital in play in Ambridge mapped using Social Network Analysis (SNA) It argues that the extant matriarchal structure of Aldridges/Archers can be challenged by Kinship structures emphasising the weak ties, or hinges between the major cliques/clans and that within the knowledge economy Ed's multiple contractual connections make him 'King of Ambridge'
These are slides from a session I am doing at the Joint Council of Extension Professionals 2014 Public Issues Leadership Workshop on April 7 in Alexandria, VA.
Lecture for Geo 384: Critical Ecologies. Department of Geography. University of Sheffield.
Lecture on Luhumann systems theory and understanding neoliberalism.
"Unsimple truths: A very abbreviated and highly opinionated account of why science and engineering (as usually practiced) do not cope well with the complexity of environmental and infrastructure systems – what we need to change and why"
Professor Graham Harris, Honorary Professorial Fellow, SMART Infrastructure Facility, presented a summary of his research as part of the SMART Seminar Series on 25 November 2015.
Small Worlds of Ambridge: Power, Networks & Actants Nicola Headlam
Seeking to explore the ways in which multi-dimensional power may be deployed within a spatially defined place needs an interrogation of place-based statecraft. The paper presents some of the forms of capital in play in Ambridge mapped using Social Network Analysis (SNA) It argues that the extant matriarchal structure of Aldridges/Archers can be challenged by Kinship structures emphasising the weak ties, or hinges between the major cliques/clans and that within the knowledge economy Ed's multiple contractual connections make him 'King of Ambridge'
These are slides from a session I am doing at the Joint Council of Extension Professionals 2014 Public Issues Leadership Workshop on April 7 in Alexandria, VA.
Lecture for Geo 384: Critical Ecologies. Department of Geography. University of Sheffield.
Lecture on Luhumann systems theory and understanding neoliberalism.
This week we discuss the role of representation in Media studies. We reflect on the role of language in communication, and we discuss how semiotics works on signs.
Slides from a series of talks for the IET's IoT India Congress and some associated events - SRM Chennai, PES Bengaluru, Srishti Bengaluru. I used different subsets of the slides in each talk - this is the whole deck.
SMART CEO Garry Bowditch was an invited speaker at a 2012 APEC meeting in Kuala Lumpur. Garry's talk was about infrastructure challenges associated with the extraordinary growth of Asian cities.
Sometimes the word extraordinary is overused but in this case the urbanisation process is profound because in the next forty years over 75% of humanity will live in mega cities & yet only occupy collectively four percent of the earth's surface.
This week we discuss the role of representation in Media studies. We reflect on the role of language in communication, and we discuss how semiotics works on signs.
Slides from a series of talks for the IET's IoT India Congress and some associated events - SRM Chennai, PES Bengaluru, Srishti Bengaluru. I used different subsets of the slides in each talk - this is the whole deck.
SMART CEO Garry Bowditch was an invited speaker at a 2012 APEC meeting in Kuala Lumpur. Garry's talk was about infrastructure challenges associated with the extraordinary growth of Asian cities.
Sometimes the word extraordinary is overused but in this case the urbanisation process is profound because in the next forty years over 75% of humanity will live in mega cities & yet only occupy collectively four percent of the earth's surface.
Dr Sean Wilkinson, Senior Lecturer in Structural Engineering, School of Engineering and Geosciences, Newcastle University, UK visited SMART Infrastructure Facility on Thursday, 5 November 2015. During his visit, Dr Wilkinson presented a summary of his research as part of the SMART Seminar Series.
The Complexity of Data: Computer Simulation and “Everyday” Social ScienceEdmund Chattoe-Brown
Although the existence of various forms of complexity in social systems is now widely recognised, this approach to explanation faces two major challenges that turn out to be intimately connected. The first is the existing conflict in social science between “micro” and “macro” styles of social explanation. The second is the relationship of complexity to the kind of data routinely collected in social science. In order to be accepted, complexity approaches need simultaneously to dodge the first conflict while making much better use of existing forms of data.
The first part of the talk will provide an introduction to the simulation approach and a discussion of various concepts in complexity with reference to simulation as a distinctive theory-building tool and methodology. The second part of the talk will develop these ideas in more depth using simulations by the author as case studies.
Designing intelligent social systems 121205Ramesh Jain
With emerging technologies and big data, it is now possible to design intelligent social systems. In this presentation, ideas related to designing such systems are presented
Richard Skarbez presented a seminar titled "Cognitive Illusions in Virtual Reality: What do I mean? And why should you care?" as part of the SMART Seminar Series on the 4th March 2019.
More information:
https://news.eis.uow.edu.au/event/cognitive-illusions-in-virtual-reality-what-do-i-mean-and-why-should-you-care/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility
Dr Ricardo Peculis presented a seminar titled "Trusted Autonomous Systems as System of Systems" as part of the SMART Seminar Series on 19th February 2019.
More information:
https://news.eis.uow.edu.au/event/trusted-autonomous-systems-as-system-of-systems/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility"
David Kennewell presented a seminar titled " "The Evolution of the Metric System: From Precious Lumps of Metal to Constants of Nature" as part of the SMART Seminar Series on 1st November 2018.
More information:
https://news.eis.uow.edu.au/event/the-evolution-of-the-metric-system-from-precious-lumps-of-metal-to-constants-of-nature/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility"
Dr Ilya Budovsky presented a seminar titled "The Evolution of the Metric System: From Precious Lumps of Metal to Constants of Nature" as part of the SMART Seminar Series on 1st November 2018.
More information:
https://news.eis.uow.edu.au/event/the-evolution-of-the-metric-system-from-precious-lumps-of-metal-to-constants-of-nature/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Dr Johan Barthelemy presented a seminar titled "Using AI and edge computing devices for traffic flow monitoring" as part of the SMART Seminar Series on 11th October 2018.
More information: https://news.eis.uow.edu.au/event/using-ai-and-edge-computing-devices-for-traffic-flow-monitoring/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Prof Willy Susilo presented a seminar titled "Blockchain and its Applications" as part of the SMART Seminar Series on 20th September 2018.
More information: https://news.eis.uow.edu.au/event/blockchain-and-its-applications/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Prof Theirry Monteil & Fabian Ho presented a seminar titled "From an IoT cloud based architecture to Edge for dynamic service" as part of the SMART Seminar Series on 24th August 2018.
More information: https://news.eis.uow.edu.au/event/from-an-iot-cloud-based-architecture-to-edge-for-dynamic-service/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Dr Bobby Du and Paul-Antonin Dublanche presented a seminar titled "Is bus bunching serious in Sydney? Preliminary findings based on Opal card data analysis" as part of the SMART Seminar Series on 2nd August 2018.
More information: https://news.eis.uow.edu.au/event/is-bus-bunching-serious-in-sydney-preliminary-findings-based-on-opal-card-data-analysis/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Dr Nicolas Verstaevel presented a seminar titled "Keep it SMART, keep it simple! – Challenging complexity with self-organising software" as part of the SMART Seminar Series on 24th July 2018.
More information: https://news.eis.uow.edu.au/event/keep-it-smart-keep-it-simple-challenging-complexity-with-self-organising-software/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Dr Boulent Imam presented a seminar titled "Risk-based bridge assessment under changing load-demand and environmental conditions" as part of the SMART Seminar Series on 17th July 2018.
More information: https://news.eis.uow.edu.au/event/risk-based-bridge-assessment-under-changing-load-demand-and-environmental-conditions/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Dr Rohan Wickramasuriya presented a seminar titled "Deep Learning: Fundamentals and Practice" as part of the SMART Seminar Series on 29th May 2018.
More information: http://www.uoweis.co/event/deep-learning-fundamentals-and-practice/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Dr Sarah Dunn presented a seminar titled "Infrastructure Resilience: Planning for Future Extreme Events" as part of the SMART Seminar Series on 12th April 2018.
More information: http://www.uoweis.co/event/infrastructure-resilience-planning-for-future-extreme-events/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Dr George Grozev presented a seminar titled "Potential use of drones for infrastructure inspection and survey: as part of the SMART Seminar Series on 27th March 2018.
More information: http://www.uoweis.co/event/potential-use-of-drones-for-infrastructure-inspection-and-survey/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Professor Timoteo Carletti presented a seminar titled "A journey in the zoo of Turing patterns: the topology does matter as part of the SMART Seminar Series on 8th March 2018.
More information: http://www.uoweis.co/event/a-journey-in-the-zoo-of-turing-patterns-the-topology-does-matter/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Dr Carole Adam presented a seminar titled Human behaviour modelling and simulation for crisis management as part of the SMART Seminar Series on 1st March 2018.
More information: http://www.uoweis.co/event/human-behaviour-modelling-and-simulation-for-crisis-management/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Professor Graham Harris presented a seminar titled Dealing with uncertainty: With the observer in the loop as part of the SMART Seminar Series on 13th February 2018.
More information: http://www.uoweis.co/event/dealing-with-uncertainty-with-the-observer-in-the-loop/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Senior Professor Pascal Perez presented on Smart Cities; The Good, The Bad & The Ugly as part of the SMART Seminar Series on 30th January 2018.
More information: http://www.uoweis.co/event/smart-cities-the-good-the-bad-the-ugly/
Keep updated with future events: http://www.uoweis.co/events/category/smart-infrastructure-facility/
Visiting PhD student, Morgane Dumont presented on how to improve the order of evolutionary models in agent-based simulations for population dynamics as part of the SMART Seminar Series on 15 December 2017.
More information: http://www.uoweis.co/event/how-to-improve-the-order-of-evolutionary-models-in-agent-based-simulations-for-population-dynamics/
Keep updated with future events: http://www.uoweis.co/tag/smart-infrastructure/
Professor Tierry Monteil, professor in computer science at INSA – University of Toulouse and researcher at LAAS-CNRS presented on OneM2M and the interoperatbility of the IoT as part of the SMART Seminar Series on 13 December 2017.
More information: http://www.uoweis.co/event/onem2m-towards-end-to-end-interoperability-of-the-iot/
Keep updated with future events: http://www.uoweis.co/tag/smart-infrastructure/
Professor Peter Bridgewater, Chair of Landcare ACT and Adjunct Professor in Terrestrial and Marine Biodiversity Governance at the University of Canberra, presented on blue-green vs grey-black infrastructure and which is the best way forward, as part of the SMART Seminar Series on 24 November 2017.
More information: http://www.uoweis.co/event/blue-green-vs-grey-black-infrastructure-which-is-best-for-c21st-survival/
Keep updated with future events: http://www.uoweis.co/tag/smart-infrastructure/
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
Introduction to AI for Nonprofits with Tapp NetworkTechSoup
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
Exploiting Artificial Intelligence for Empowering Researchers and Faculty,
International FDP on Fundamentals of Research in Social Sciences
at Integral University, Lucknow, 06.06.2024
By Dr. Vinod Kumar Kanvaria
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
3. What is interaction? What’s the issue?
• A finite undirected graph Y
• A sequence of local maps
• An ordering of the vertex set of Y
[FY,p] = P Fp(i)
5. “Genuine” social entities & interactions
“ .. [usual causal] hierarchy collapses when
causality crosses across units and
levels….human behavior in social setting is
interdependent …. although … not a new
insight, social life is interdependent in …
spatial forms – things “go together” in and
across distinct places …. which might be better
described as neighborhood causal
processes…”
Robert J. Sampson, The Great American City, 2012
6. What interacts in an evolving city?
• People are entities that have
purposes, needs, capacities and interact
• Neighborhoods are entities that have
purposes, needs, capacities and interact, “have their
own logic and causality.”
• Causes, causal interactions, occur across “normal”
causal boundaries
– People interact with people and neighborhoods
– Neighborhoods interact with neighborhoods and people
– E.g., self selection bias, extra neighborhood proximity
processes etc are within and among network processes
that do not supervene one another.
7. This is not entirely unique to
neighborhood selection
• Traffic and transportation
• Motives/goals, activities, transport resource, transport
infrastructure, resource competition, form and function of
infrastructure, traffic, communicated dynamics, time
delays, goal failure/success etc…. loop and evolve
• Genetic predisposition, homophily, family and
peer mimicry, other social functionalities affect
• Success, variously
• Suicide
• Smoking
• Obesity
• Healthful behaviors ……., etc.
8. In fact, it is seen in biology
• Suzuki, et al, 2003
• The pigmentation control gene Fox1 is defective in a
mutant mouse and shuts down the normal process by
which pigmentation patterns are stabilized in the skin/hair
of the mouse.
• It creates moving waves of color striping
• This gene normally can produce all solid, spot and striped
patterns by simply activating at a particular times in
embryonic development; the morphology of the embryo at
that time determines the pattern created by the gene
• In the mutant case, the continued malfunction, given the
most recent color morphology, generates a new pattern,
and so on.
9. Traveling Stripes- Suzuki
These dynamics are the same kind
as in Belousov-Zhabotinskii reaction
of nonlinear waves in excitable
physical media
10. Are they are the same causal class?
• The Chemical Basis of Morphogenesis, Turing
1951
• Usually, diffusion processes (local
communication) stabilizes in a mixed system, but
under “exicitable” media conditions, structure
appears and evolves
• It is seen in physical chemistry and excitable
media
• It is, essentially, a rewrite computational THEORY
of interaction that is just now being really
discovered
13. And even in physical systems
• Chemical morphogenesis, B-Z dynamics
14. The “inside-outside” problem is a
related issue of non-supervenance
• What is an organ?
– Biome
• What is in an organism, what is outside of it?
• What/ where is a thought?
– Extended mind
– Distributed algorithmic accounts of causes
• What is an agent?
– Is agency necessarily encapsulated?
– Driver behavior
• What is an urban agent?
16. Where does Big Data come from?
Metric, declarative, procedural sources & integration
17. What is Big?
• The world's technological per-capita capacity
to store information has roughly doubled
every 40 months since the 1980s; as of
2012, every day 2.5 quintillion (2.5×1018)
bytes of data were created [stored].
Wikipedia, “Big Data”, August 2012
25. Data creation, deletion & storage
• We will know what - of all that data - it is
possible to “forget” only when we know how
to summarize what is possible
• That’s a big analytical problem as we will see
• Use of graph theory and graphical dynamical
systems (networks) is essential
– Computationally very intensive
28. Massively Interacting Systems
• These things produce branching processes
• Sometimes they are periodic, sometimes they are not
• They do not explore the entire possible state space (all
morphologies are not expressed)
• So even with the immense amount of underlying data
necessary, decision analysis must produce infinitely more
• This complicates measurement as well as theory making in
sense of acceptable explanations of observations
• It makes observed, metric, data; declarative data and
procedural information all essential
• It is the effects of processes of composition of complex
interactions that ultimately generates so much data, both
measured and synthesized.
29. Q: How can we support human
analytical capabilities in this situation?
30. The end of the great man theories
of….. decision making
• Many stakeholder synthetic information
• The analysis environment is not separated from “the
world”
• An entirely new interaction medium will create NEW
REALITIES
• The approach must involve human expertise and
context, it must be a cognitive augmentation system
• It must involve distributed, social cognition
• It must follow context & allow information deletion
• It will change scientific process and assumptions
31. People are interconnected properties
Age 26 26 7
Income $27k $16k $0
Status worker worker student
Automobile
32. Extra-household connectivities also influence/
reflect motives, activities and behavior
Office Links Jill Shawn
Friendship
John Links
Joe Mar
y
Ron Family Jane Tim
Links
35. Built, functional, locational structure defines where
activities occur and influences movement/comms
• Synthetic activity locations, such as homes,
are placed with probability proportional to
location geo-functional weights:
(type: home location – # people, cost, etc.)
California
Illinois
36. Bipartite map of people with activities onto
appropriate locations with functional capacities
Motivated People Activity- appropriate Locations
Vertex attributes: Vertex attributes:
age Coordinates
household size Type
gender
income
Edge attributes:
activity type: shop, work, school
(start time 1, end time 1)
(start time 2, end time 2)
38. Example: large scale socio-physical interaction
• Attack in Washington DC
– NPS1, a 2006-based unclassified study scenario with
lots of people publishing and even putting lectures on
YouTube
• Basically we wanted to know if there really might
be significant social behavior options in the
immediate aftermath that could be imagined &
that might have long term influence
• Disaggregate, detailed socially-coupled
simulation used combined with physical
modeling
39. Technical Perspective: Socially-coupled
systems
• Massively interacting systems generating arbitrarily much data
• Want general, re-usable, approach. Many examples:
transport, facebook, biosystems, economic systems
• Generally, the topic of HPC based data-centric methods, network
science/ network dynamics are central
• Socially-coupled systems display a lack of symmetries => problems
for usual dimensional reduction approaches
• Systems are huge, details matter
• Detailed disaggregate modeling, appropriate abstractions, novel
HPC simulation methods & statistical approaches are necessary
• Necessary source information is diverse, including process
knowledge
• Totally different view of decision analysis necessary
41. Contextual Synthetic Information
• The information platform is the interaction
medium
• The only way to really deal with the massively
interactive, branching—thus extreme data—
world.
43. Physical Event in a Social Context
• Event put “on top of” a
normally functioning day’s
population dynamics
• National Planning Scenario 1
• Unannounced detonation
• Time: 11:15 EDT
• Date: May 15, 2006
44. Time Damage to power network and long
0:00
term power outage area
• Probability of damage to individual substations
Aggregated outage area
• / / : High/medium/low: probability of damage
• Long-term outage area devised by geographically relating the location of substations in the city with
the blast damage zones.
• Loss of a substation has a much more widespread impact on provided power to the customers.
45. Time
0:00 Infrastructure: initial laydown
• Positions and demographic identities of
individual synthetic people in the DC region
were calculated at the time of detonation.
• Street addresses mapped to geo-functional
data
• Persons traveling to destinations were placed
outside on transportation networks –walk,
roadway, metro, bus.
• Power outage, damage, collapse, rubble, blast
temp, radiation dose rate assigned to each
location and transportation network node
Built Infrastructure
Power Outages
Position of People
52. CIIMS Avatars automatically create realistic individual behaviors
through large scale interaction, local machine intelligence
New timeline feature:
Scenario displays details
connected to timeline
New use of
timeline:
detailed analysis
of
interdependent
individual
behaviors
54. A drama in machine intelligence: Reuniting a family after the disaster
Clair and Denise
• Mother and infant daughter
• +0:00 - Home
• Both uninjured
Cliff
• Father
Theo • +0:00 - At work
• Son • Uninjured
• +0:00 Daycare
• Uninjured
55. Calls finally go through
Clair and Denise
• +3:05 - Evacuate City
• Doesn’t know where Theo is
Cliff
• +3:00 – Call to Clair successful
• Stops panicking and finds shelter
• +3:10 – Call to Theo (i.e., daycare
Theo worker) successful
• Continues shelter in Daycare
56. Initial Panic
Clair and Denise
• +0:00 – Shelter at home
• Repeatedly calls 911
• Both exposed to 10cGy first 10
minutes
Cliff
• +0:00 – Panics, abandon’s
Theo car, heads to nearest hospital
• +0:10 – Workers bring children • Exposed to 0.4cGy first 50
to nearby building for shelter minutes
• No exposure
58. Evacuation
Cliff
• +45:00 – Arrives at
daycare
• Evacuates city with Theo
59. Aggregate behavioral details & exposure to injury
• Each individuals' daily or event context- driven activities take them inside and
outside periodically, the details affect their injury level at the time of, as well as
after, the blast.
• Injury traversing rubble
• Delay of access to care, etc
Outdoors Indoors
60. Socio-technical influences on individual behavior
• If communication is provided earlier and contact made, less panic
unstructured behavior, more sheltering, less searching, etc.
• There are hundreds of thousands of these avatars and many
different specific motivations, or perhaps, different complex
contextual embodiments of similar generic motivations
• The composite effect on many things, including exposure to injury
cannot be always be calculated in aggregate in particular scenarios
from data obtained elsewhere.
• Supporting problem evolution and the extreme importance of
sparse sequential analysis is a major conclusion of this study.
• The 1st 72 hrs is not the same problem as what follows. Saturated
performance from initial behavioral models as situation evolves.
• These methods do more than better answer a given question:
Its general, there is theoretical form to the question that is semantics-freePredecessor existence and reachability, “validation” and “prediction” are both very subtle, the systems branchThe theory is new, deeply connecting to theory of computation, maps onto HPC
Neighborhoods have both social, functional (graphical) and spatial (different graphical) structure and these all interact
Neither the gene or the embryonic state supervene with respect to the morphology of the pigmentation
Normally the gene is presumed to create the color pattern. Here the gene in contact with the last color pattern makes a new one. One aspect does not supervene the other wrt the morphological state of the mouse. Only in the interaction is it possible to create the phenomenon
Stiglitz housing patterns are a similar excitable medium with diffusive communicationTerrible story of Belousov-Zhabotinsky
T=0State that expert opinion was used to create this slide/information
Buildings from DTRA with red indicating areas of high casuality probability (upper right) street network (NAVTEQ) and people positions at the time of detonation in the detailed study area (lower right)Bottom left picture shows power outage area as light purple polygon. Locations in power outage area are plotted as red, locations with power are green. 730,833 persons in the DSA at time of detonationT=0146,337 locations (includes transportation nodes)Small label People, built infrasture, position of people of DSA and left power outages
note: Green: no collapse; Yellow: sideways collapse;> Red: 100% collapse.the blue ringis 2.2km circle, different colors on the buildings represent thelevel of collapse. If needed, I can generate another one quicklytomorrow morning, maybe using the data for 3.2km circle.T=0Buildings DTRA says had collapsed
Roadway network from NAVTEQ with damage (upper left)Road network zoomed with level of damage included (lower left)Walk network with damage (lower right)
CloseAlive_Pairs.movPoint – you can look at the data this way – transportation system is same in both cases – lots of bars on the roads, because that is where people are…Building points are the front door – thus bar on the streetDistribution of the population -
Blue – Cell 1 greaterPurple – Cell 2 greaterTitle:tansportaion link demand/or density
Green is bad, red is goodAverage level of health state (ie high number, red, is Full Health) per location based on inside vs. outside. All health levels shown, so uninjured are averaged in. Move to t=0Blank spots are the sparse areas where we have very few to 0 people at the time of the blast
Database Table sizesInput Data Tables: 3.55 GBOutput Dynamic Data for 1 cell (126 iteration, 80 hours of simulated time): 8.06 GB location tables, 19 GB person tablesDisk Usage:Input Data: 1.16 GBDynamic Data for 1 cell(126 iterations, 80 hours of simulated time): 15 GBComputation Time – for Run 1413:Behavior Module runs in about 2 minutes but uses 96 cores so time spent in computation is roughly 2*96 = 192 minutes/iterationRouter execution time varies depending on number of routes. To compute approximately 200,000 routes, the runtime is about 8 minutes and uses 6696 nodes/12 threads node for all 124 iterations.The router uses approximately 40 nodes with 12 threads/node so computation time is roughly 40*12*10 = 4800 minutes;