AI Researcher, Cognitive Technologist Inventor - AI Thinking, Think Chain Innovator - AIOT, XAI, Autonomous Cars, IIOT Founder Fisheyebox Spatial Computing Savant, Transformative Leader, Industry X.0 Practitioner How to predict individuals' future #healthcare needs as well as to prepare to respond more quickly and effectively. Your #digitaltwin could work for proactive, personalized medicine. Building a personalized digitaltwin, Data from multiple scales are needed to build computational representations of biological processes and body systems that are affected by viral infection. These submodels are integrated and personalized with clinical data from individual patients. The digitaltwin can then be used to derive predictions about diagnosis, prognosis, and efficacy and optimization of therapeutic interventions.

But two main contradictions remain: First, AI/ML are very heterogeneous, and Services for Cyber-Physical Systems based on Artificial each AI/ML method comes with a specialized model Intelligence and Machine Learning require formalism to capture relevant aspects of the environment a virtual representation of the physical. To reduce and the application domain. Hence, the modeling efforts and to synchronize results, for each question is how a DigitalTwin can provide the correct system, a common and unique virtual representation model to each AI/ML method. The second used by all services during the whole system contradiction is that AI/ML requires explicit, i.e. life-cycle is needed--i.e. a DigitalTwin. In this paper by an algorithm processable knowledge, since compiled such a DigitalTwin, namely the AI reference knowledge in form of simulation libraries, raw model AITwin, is defined. This reference model is data or executables does not help. But most publications verified by using a running example from process refer to these kind of information.

Astrophysicist (Views are my own) http://rocketdatascience.org/ Are you sure you want to view these Tweets? The way you think about data needs an update, so here's a patch for your brain. This collection of blog posts from @KirkDBorne will expand AND update your thinking! RT @ScienceUnderSec " @ENERGY's #NationalLabs are using #AI and supercomputing to solve some of the world's toughest problems as well as advancing cancer research and strengthening our national security." Twitter may be over capacity or experiencing a momentary hiccup.