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Deep Thinking AI and Goldman's interconnected tissue theory coded in Python.  episode artwork

Apr 4, 2025 15 min

Deep Thinking AI and Goldman's interconnected tissue theory coded in Python.

from Carlos’s (Diveimmersion) Newsletter Hosted by Carlos Lander

I've been testing AI in numerous fields, including decompression algorithms. I was "discussing" with "depth thinking" about Goldman's interconnected tissue decompression theory. “Deep Thinking” coded an oversimplified example and produced an audio report of our conversation. Note that the audio is incredible. I took our conversation and transformed it into a podcast interview, which is impressive. The only bad thing is that my voice wasn’t used. Maybe I should upload it as well? I strongly recommend listening to understand what AI is capable of. Thanks for reading Beyond the Diving Course! Subscribe for free to receive new posts and support my work. Evidently, the code is valid only for theoretical discussion; the code was based on: * Perfusion is still handled using the half-time concept. * Diffusion for peripheral compartments is modeled as proportional to the difference in pN2 between the peripheral and central compartments. * The central compartment's update now explicitly considers diffusion from the peripheral compartments. Results: Simulating dive with interconnected tissue model... Time: 0 min, Depth: 0 m Compartment Central: pN2 = 0.790 ATA Compartment Peripheral1: pN2 = 0.790 ATA Compartment Peripheral2: pN2 = 0.790 ATA Time: 5 min, Depth: 30 m Compartment Central: pN2 = 1.475 ATA Compartment Peripheral1: pN2 = 0.920 ATA Compartment Peripheral2: pN2 = 0.856 ATA Time: 30 min, Depth: 30 m Compartment Central: pN2 = 2.818 ATA Compartment Peripheral1: pN2 = 1.608 ATA Compartment Peripheral2: pN2 = 1.314 ATA Time: 35 min, Depth: 0 m Compartment Central: pN2 = 2.143 ATA Compartment Peripheral1: pN2 = 1.620 ATA Compartment Peripheral2: pN2 = 1.373 ATA WARNING: Significant supersaturation in Central! Thanks for reading Beyond the Diving Course! Subscribe for free to receive new posts and support my work. This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit carloslander.substack.com

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Deep Thinking AI and Goldman's interconnected tissue theory coded in Python.

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