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Topics include earth sciences, nature, science, technology, history, space, the human body, sports, politics, philosophy, and more. Specialties include World War I, World War II, Korean War, Vietnam War, The Cold War, political figures, industrialization, culture, Civil Rights, transportation, aviation, and space.
Rising and falling sea levels transported sediment, further building up layers which eventually formed sandstone, mudstone, and conglomerate rock. At that time, it was at the bottom of the sea, accumulating the shell remains of unimaginable numbers of sea creatures. Time and pressure transformed them into ever-increasing layers of limestone.
For example, as transportation networks play a key role in moving goods and materials from suppliers to customers, Zach hopes to integrate models of global transportation networks into his models of global supply chain networks. This will be a quantum leap forward in terms of realism,” he says.
For instance, I have collaborated with people from a huge range of disciplines to develop algorithms for detecting animals in underwater videos, exploring how crooked teeth change the perception of faces, and monitoring moisture transport in laminated wood. This cross-disciplinary work often yields unexpected benefits, sometimes years later.
Responsible AI research and development can lead to advancements in various fields, including transportation, education and sustainability.” AI could optimise our transport systems by reducing congestion, planning out delivery routes for goods vehicles, and controlling self-driving cars.
But it’s a fundamental claim that we’re making—that can be thought of as a matter of naturalscience—that in our universe only computation can occur, not hypercomputation. If we have ways of thinking—or consciousnesses—whose details are different, the issue is what will be robust enough to be able to be transported between them.
Let’s say that we’re trying to achieve the objective of having an efficient transportation system for carrying people around. No doubt there’ll at least be some “natural-science-like” characterizations of what’s going on. Ultimately an economic system is based on a large network of transactions. One person wants to get a cookie.
Is there for example some kind of notion of “parallel transport” that would reflect “flatness” in the space? But the main point is that the fact that there’s an overall syntactic structure to the language—with all the regularity that implies—in a sense limits “how much” the neural net has to learn.
Because computational methods originated in the naturalsciences, some disciplines, such as chemistry and physics, have lots of research software at their disposal. It also facilitates the internal transport of organelles and other structures present within the cell.
In early 1984 I visited MIT to use the machine to try to do what amounted to naturalscience, systematically studying 2D cellular automata. And even in the 20 years since A New Kind of Science was published, it’s become increasingly clear that in molecular biology things are extremely “orchestrated”.
Processes in nature—like, for example, the weather—can be thought of as corresponding to computations. Yes, we can do naturalscience to figure out some aspects of what’s going to happen. And much of the time there’ll be irreducibility in those computations. So we won’t be able to readily predict them.
Already the steam-engine works our mines, impels our ships, excavates our ports and our rivers, forges iron, fashions wood, grinds grain, spins and weaves our cloths, transports the heaviest burdens, etc. He introduced the Boltzmann Transport Equation which allows one to compute at least certain non-equilibrium properties of gases.
These tiny particles are transported by ocean currents, accumulating in gyres and coastal regions, and affecting diverse marine ecosystems. Primary microplastics include small plastic particles intentionally produced for commercial purposes, such as in cosmetics, cleaning products, or synthetic fabrics.
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