ULTRA-condensed knowledge
"g-f" fishing of golden knowledge (GK) of the fabulous treasure of the digital age, The Digital Twin Opportunity (9/13/2021) g-f(2)426
Opportunity, Digital twins are strategic tools to drive smart digital transformation, MIT SMR g-f(2)433
- Fundamentally, a digital twin (DT) is a dynamic model of a physical system that enables fast and creative experimentation at very low cost and risk.
- Now, thanks to a confluence of technological advances, DTs are at an intriguing inflection point — transitioning from that specialized, tactical domain to becoming strategic tools with diverse applications.
Opportunity, How Digital Twins Are Advancing, MIT SMR
- What makes a DT special is that it is dynamic — it must always mirror the exact state of the physical system. This requires two key parts to work in tandem: a model describing the behavior of its physical twin, and sensors that provide the real-time “coupling” to the model.
- What has changed is that multiple technologies have come of age and can now be combined in unique ways.
- The internet of things (IoT) has matured, so we have ever-cheaper sensors to measure many new physical parameters accurately. 5G communications networks allow wide-bandwidth data transmission at almost real-time speeds.
- Advances in augmented reality (AR) and virtual reality (VR) allow us to see a realistic 3D visualization, whether of a bridge, a building, or a human organ.
- Artificial intelligence (AI) and machine learning techniques help us model how a system functions and sometimes even predict how it might work in future scenarios.
- Coupling to real-time IoT data anchors these models in reality and transforms the DT into a powerful tool.
- Now we can do far more than just observe — we can diagnose, control, and sometimes even provide a prognosis for diverse physical systems.
Opportunity, Where DTs Can Help Target Strategic Priorities, MIT SMR
- Based on our experience with Siemens, Komatsu, Kajima, Enel Foundation, Lam Research, SEMI, and the National Research Foundation of Singapore, we see three high-level priorities common among business leaders where there is strong potential for harnessing DTs: sustainability, smart innovation, and health and safety.
Opportunity, DTs may be able to help us address grand challenges successfully, MIT SMR
- What if we could stop the next pandemic in its tracks? What if we could cut global energy consumption and greenhouse gas emissions by a third? What if pediatricians could better treat ill or injured children in remote rural clinics? DTs may be able to help us address such grand challenges successfully.
Genioux knowledge fact condensed as an image
Condensed knowledge
- CONTEXT: The Golden Knowledge Path ("GKPath") digital highway
- Opportunity, Discovering and exploiting the treasure of the digital age
- "genioux facts", the online programme on MASTERING “THE BIG PICTURE OF THE DIGITAL AGE”, builds The Golden Knowledge Path (GKPath) digital highway to discovering and exploiting the treasure of the digital age, accelerating everyone's success in the digital age. g-f(2)254, g-f(2)260, g-f(2)261, g-f(2)251, g-f(2)312, g-f(2)256, g-f(2)257, g-f(2)272, g-f(2)271, g-f(2)270, g-f(2)268, g-f(2)269, g-f(2)289, g-f(2)283, g-f(2)287, g-f(2)313, g-f(2)293, g-f(2)294, g-f(2)296, g-f(2)298
- The inverted mini pyramid of knowledge, g-f(256), is essential to travel on the "GKPath" highway.
- g-f(2)256 The Big Picture of the Digital Age (5/2/2021), geniouxfacts, The fundamental knowledge mini-pyramid for traveling on the "GKPath" highway.
- Key "genioux facts" to travel on the "GKPath" highway.
- g-f(2)261 The Big Picture of the Digital Age (5/5/2021), geniouxfacts, You are unique. Grow without limits in the digital age.
- g-f(2)257 The Big Picture of the Digital Age (5/3/2021), geniouxfacts, At any moment you take the fastest path (GKPath) to your greatness.
- g-f(2)254 The Big Picture of the Digital Age (5/1/2021), geniouxfacts, The Golden Knowledge Path (GKPath) to accelerate everyone's success.
- g-f(2)260 The Big Picture of the Digital Age (5/4/2021), geniouxfacts, Alerts, Warnings and Relevant Lessons Learned Traveling at High Speed on GKPath.
Opportunity, The big picture of your life, Fishing for Golden Knowledge in the age of abundance
- g-f(2)366 The big picture of your life (7/11/2021), geniouxfacts, Fishing for Golden Knowledge in the age of abundance
- g-f(2)343 The big picture of the digital age (6/26/2021), geniouxfacts, Learn to Fish Golden Knowledge (GK) to Unleash Your Unlimited Growth
- g-f(2)365 The big picture of your life (7/10/2021), geniouxfacts, The digital age offers you a wonderful treasure tailor-made for you
- g-f(2)425 THE BIG PICTURE OF THE DIGITAL AGE (8/15/2021), geniouxfacts, Every leader has to demonstrate his greatness by brilliantly exploiting, for his people, the treasure of the digital age
- g-f(2)436 THE BIG PICTURE OF THE DIGITAL AGE, geniouxfacts, "g-f" fishing of golden knowledge (GK) of the fabulous treasure of the digital age, THE ESSENTIAL (8/20/2021)
- g-f(2)256 The Big Picture of the Digital Age (5/2/2021), geniouxfacts, The fundamental knowledge mini-pyramid for traveling on the "GKPath" highway.
Some relevant characteristics of this "genioux fact"
- Category 2: The Big Picture of the Digital Age
- [genioux fact deduced or extracted from MIT SMR]
- This is a “genioux fact fast solution.”
- Tag Opportunities those travelling at high speed on GKPath
- Type of essential knowledge of this “genioux fact”: Essential Analyzed Knowledge (EAK).
- Type of validity of the "genioux fact".
- Inherited from sources + Supported by the knowledge of one or more experts.
- Authors of the genioux fact
References
The Digital Twin Opportunity, Pushkar P. Apte and Costas J. Spanos, August 11, 2021, MIT Sloan Management Review, MIT SMR.
The Digital Twin Opportunity, Pushkar P. Apte and Costas J. Spanos, August 11, 2021, MIT Sloan Management Review, MIT SMR.
ABOUT THE AUTHORS
Pushkar P. Apte, Ph.D., is director of strategic initiatives at the Center for Information Technology Research in the Interest of Society (CITRIS) and the Banatao Institute at the University of California, Berkeley. Costas J. Spanos, Ph.D., is director at CITRIS and the Banatao Institute and a distinguished professor at UC, Berkeley.
Pushkar P. Apte
Pushkar P. Apte is the Director of Strategic Initiatives for CITRIS. Pushkar develops industrial and institutional partnerships that support innovative research and applications.
He received his Masters and Ph.D. degrees from Stanford University in Materials Science and Electrical Engineering, and his Bachelor’s degree in Ceramic Engineering from the Indian Institute of Technology, Varanasi, India. Apte previously worked with Texas Instruments Incorporated on cutting-edge research and technology development, with McKinsey & Company as their Global Semiconductor Business Expert, and with the Semiconductor Industry Association as Vice President of Technology Programs.
Apte has over 50 publications and presentations in prestigious international journals, conferences, and institutions, including several Invited Papers. He has received the Norman Hackerman Young Author Award from the Electrochemical Society for Best Paper in the Journal of the Electrochemical Society, and the Graduate Student Award from the Materials Research Society for Outstanding Research Performance, and holds 2 U.S. Patents.
Apte is also President of the strategy consulting firm, Pravishyati Incorporated, focused on the high-tech industry.
Costas Spanos
Costas Spanos is the Director of CITRIS and the Banatao Institute. He is also the Andrew S. Grove Distinguished Professor of Electrical Engineering and Computer Sciences at UC Berkeley, and the Chief Technical Officer of the Berkeley Education Alliance for Research in Singapore (BEARS). He has served as the EECS Department Chair and the Associate Dean for Research in the College of Engineering at Berkeley. His present research is focusing on energy and sustainability.
As the Andrew S. Grove Distinguished Professor of Electrical Engineering and Computer Sciences, Spanos conducts research on the application of statistical analysis in the design and fabrication of integrated circuits, and the development and deployment of novel sensors and computer-aided techniques in semiconductor manufacturing. He is also using statistical data mining techniques for energy efficiency applications, and is the leader of the Singapore-based SinBerBEST project, focusing on energy efficient buildings.
In 1988, Spanos joined the faculty at UC Berkeley, where he has served as Department Chair of Electrical Engineering and Computer Sciences, the Associate Dean for Research, and the CEO of the Berkeley Educational Alliance for Research in Singapore. Spanos received his master’s and doctoral degrees in Electrical and Computer Engineering from Carnegie Mellon University in 1981 and 1985, after which he worked for three years at the advanced computer-aided design group of the Digital Equipment Corporation.
Key “genioux facts”
- Some relevant and recent "genioux facts" from the g-f golden knowledge pyramid to master the big picture of the digital age.
- Opportunities updates (9/13/2021) for those traveling at high speed on GKPath!
- Tag Alerts those traveling at high speed on GKPath
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- g-f(2)490 THE BIG PICTURE OF THE DIGITAL AGE (9/12/2021), geniouxfacts, HBR September–October 2021 Issue: A Golden Knowledge Mine
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- g-f(2)382 The Big Picture of the Digital Age, Untapped free golden knowledge of exceptional quality, YouTube channel, MITSMR, MIT Sloan Management Review, 7/20/2021.
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- g-f(2)362 The big picture of the digital age (7/8/2021), CIO, Predictive analytics: 4 success stories
- g-f(2)361 The big picture of the digital age (7/7/2021), MIT SMR, Summer 2021 Issue
- g-f(2)360 The big picture of the digital age (7/7/2021), HBR, Magazine (July–August 2021)
- g-f(2)359 The big picture of the digital age (7/6/2021), MIT SMR, Leadership at a Time When Every Company Is a Tech Company
- g-f(2)357 The big picture of the digital age (7/5/2021), The Week, Microsoft's quiet triumph
- g-f(2)356 The big picture of the digital age (7/4/2021), geniouxfacts, Challenge: Discover the treasure of the digital age
- g-f(2)355 The big picture of your life (7/3/2021), geniouxfacts, Enjoy the greatest pleasure of learning with the “g-f” golden juices of knowledge
- g-f(2)353 The big picture of the digital transformation (7/2/2021), WEF, Digital Culture: The Driving Force of Digital Transformation
- g-f(2)343 The big picture of the digital age (6/26/2021), geniouxfacts, Learn to Fish Golden Knowledge (GK) to Unleash Your Unlimited Growth
- g-f(2)346 The big picture of your life (6/28/2021), geniouxfacts, All who fish for Golden Knowledge (GK) to grow find
- g-f(2)339 The big picture of your life (6/24/2021), geniouxfacts, Take advantage of the wisdom of geniuses applied to the digital age
- g-f(2)338 The big picture of your life (6/24/2021), geniouxfacts, Take advantage of popular wisdom applied to the digital age
- The big picture of your life can drastically limit your growth, or it can open up unimaginable opportunities.
- Your Personal Digital Transformation (PDT) is potentially wonderful and disruptive!
- g-f(2)334 The big picture of the digital age (6/21/2021), WSJ, U.S. Economy Is Bouncing Back From Covid-19. Now Foreign Investors Are Rushing In.
- g-f(2)333 The big picture of the digital age (6/20/2021), geniouxfacts, How AI teaches how to optimize human intelligence
- g-f(2)332 The Big Picture of Business Artificial Intelligence (6/20/2021), IBM, Global Data from IBM Points to AI Growth as Businesses Strive for Resilience
- g-f(2)331 The Big Picture of Business Artificial Intelligence (6/20/2021), IBM, Global AI Adoption Index 2021
- g-f(2)320 The Big Picture of Business Artificial Intelligence (6/14/2021), VB, DeepMind says reinforcement learning is ‘enough’ to reach general AI
- g-f(2)249 The Big Picture of the Digital Age (4/28/2021), geniouxfacts, There are emerging technologies and multidisciplinary knowledge that can radically improve the world.
- g-f(2)314 The big picture of the digital age (6/9/2021), NYT, Media, Senate Passes Bill to Bolster Competitiveness With China!
- g-f(2)312 Ultra Condensed Golden Knowledge Juice: In the current big picture of the digital age (6/8/2021), your Personal Digital Transformation (PDT) is potentially wonderful and disruptive!
- g-f(2)311 The big picture of the digital age (6/7/2021), MIT SMR, How a Startup Mindset Brews Innovation at a Global Scale
- g-f(2)310 The big picture of the digital age (6/7/2021), WSJ, FBI Director Compares Ransomware Challenge to 9/11.
- g-f(2)309 The big picture of the digital age (6/6/2021), geniouxfacts, Ultra Condensed Golden Knowledge Juice: In the current state of the art Digital Transformation (DT) is wonderful and potentially disruptive!
- g-f(2)308 The Big Picture of Business Artificial Intelligence (6/5/2021), geniouxfacts, Ultra Condensed Golden Knowledge Juice: AI in Its Current State Is Already Wonderful.
- g-f(2)307 The Big Picture of Business Artificial Intelligence (6/3/2021), MIT Technology Review, AI is learning how to create itself.
- g-f(2)302 The big picture of the digital age (5/31/2021), MIT SMR, Self-Sufficient Production Following the Pandemic.
- g-f(2)301 The big picture of the digital age (5/30/2021), MIT SMR, Digital Fabrication During the COVID-19 Pandemic.
- g-f(2)300 The big picture of the digital age, Untapped free golden knowledge of exceptional quality, Boston Global Forum YouTube channel, 5/30/2021.
- g-f(2)299 The big picture of the digital age, MIT SMR, THE THIRD DIGITAL REVOLUTION: 10 relevant lessons learned (5/30/2021).
- g-f(2)126 THE BIG PICTURE OF THE DIGITAL AGE, MIT SMR, The Promise of Self-Sufficient Production. Digital fabrication represents a third digital revolution.
- g-f(2)254 The Big Picture of the Digital Age (5/1/2021), geniouxfacts, The Golden Knowledge Path (GKPath) to accelerate everyone's success.
- g-f(2)260 The Big Picture of the Digital Age (5/4/2021), geniouxfacts, Alerts, Warnings and Relevant Lessons Learned Traveling at High Speed on GKPath.
- g-f(2)271 The Big Picture of the Digital Age (5/11/2021), geniouxfacts, The inverted pyramid of knowledge of a “genioux fact fast solution”: From GOLD JUICES to GOLD FRUITS.
- g-f(2)256 The Big Picture of the Digital Age (5/2/2021), geniouxfacts, The fundamental knowledge mini-pyramid for traveling on the "GKPath" highway.
- A list of relevant "genioux facts" that describe a "Classical CONTEXT" of the Digital Age
- g-f(2)45 "The Big Picture of the Digital Age": Knowledge opens the way to staggering opportunities, risks and challenges
- g-f(2)50 The Big Picture of the Digital Age: Mines of Golden Knowledge Growing Every Day
- g-f(2)74 THE BIG PICTURE OF THE DIGITAL AGE: Rapid change, incertitude and disruption, in a hypercompetitive environment
- g-f(1)28 The pyramid of knowledge of a “genioux fact”: From GOLD FRUITS to GOLD JUICES
- g-f(2)51 The Big Picture of the Digital Age: The Value of Golden Knowledge is Relative
- g-f(2)99 THE BIG PICTURE OF THE DIGITAL AGE, The “genioux facts”: Essential knowledge to unleash your limitless growth.
- g-f(2)75 THE BIG PICTURE OF THE DIGITAL AGE: “Infinite Learners” to keep pace with change, incertitude and disruption, in a hypercompetitive environment
- g-f(2)151 The Big Picture of the Digital Transformation, 3/1/2021, geniouxfacts, How To Succeed At Business Digital Transformation.
- g-f(2)153 The Big Picture of Business Artificial Intelligence (3/3/2021) in a Single “g-f KBP” Chart
- g-f(2)174 THE BIG PICTURE OF THE DIGITAL AGE (3/20/2021), geniouxfacts, Executive guide of golden knowledge to fire up your unlimited growth.
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