Biology Calculus Transportation 
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OCTOBER 23, 2019
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Stephen Wolfram
AUGUST 29, 2024
The fall of 2021 involved really leaning into the new multicomputational paradigm , among other things giving a long list of where it might apply : metamathematics, chemistry, molecular biology, evolutionary biology, neuroscience, immunology, linguistics, economics, machine learning, distributed computing.
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Stephen Wolfram
JANUARY 31, 2023
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.
Stephen Wolfram
FEBRUARY 14, 2023
It’s not obvious that it would be feasible to find the path of the steepest descent on the “weight landscape” But calculus comes to the rescue. It turns out that the chain rule of calculus in effect lets us “unravel” the operations done by successive layers in the neural net.
Stephen Wolfram
FEBRUARY 3, 2023
Once one has the idea of “equilibrium”, one can then start to think of its properties as purely being functions of certain parameters—and this opens up all sorts of calculus-based mathematical opportunities. The Mechanoidal Phase and Bulk Molecular Biology The Second Law has long had an uneasy relationship with biology.
Stephen Wolfram
SEPTEMBER 9, 2021
But with the multicomputational paradigm there’s now the remarkable possibility that this feature of physics could be transported to many other fields—and could deliver there what’s in many cases been seen as a “holy grail” of finding “physics-like” laws. Chemistry / Molecular Biology. There are many.
Stephen Wolfram
SEPTEMBER 9, 2021
But with the multicomputational paradigm there’s now the remarkable possibility that this feature of physics could be transported to many other fields—and could deliver there what’s in many cases been seen as a “holy grail” of finding “physics-like” laws. Chemistry / Molecular Biology. There are many.
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