===Science -> Physics -> Quantum -> Quantum mechanics -> Formulations -> Categorical quantum mechanics=== ===Science -> Physics -> Unity=== ===Science -> Physics -> Unity -> Quantum statistical mechanics=== ===Science -> Physics -> Unity -> Quantum information theory=== ===Science -> Physics -> Unity -> Relativistic field theory=== ===Science -> Physics -> Unity -> Relativistic quantum mechanics=== [Relativistic quantum mechanics - Wikipedia]([Relativistic quantum mechanics - Wikipedia](https://en.wikipedia.org/wiki/Relativistic_quantum_mechanics)) Unification of quantum mechanics and special relativity. This theory is applicable to massive particles propagating at all velocities up to those comparable to the speed of light c, and can accommodate massless particles ===Science -> Physics -> Unity -> Relativistic quantum mechanics -> Quantum field theory=== Quantum field theory, a type of relativistic quantum mechanics, unification of special relativity and quantum mechanics, studies small objects at high speeds. ===Science -> Physics -> Unity -> Relativistic quantum mechanics -> Quantum field theory -> Gauge theory=== ===Science -> Physics -> Unity -> Relativistic quantum mechanics -> Quantum field theory -> Gauge theory -> Standard model=== Standard model maps out fundamental particles and forces on the lowest level of reality. ===Science -> Physics -> Unity -> Relativistic quantum mechanics -> Quantum field theory -> Axiomatic Quantum field theory=== ===Science -> Physics -> Unity -> Relativistic quantum mechanics -> Quantum field theory -> Quantum field theory for Mathematicians=== ===Science -> Physics -> Unity -> Unity 2=== [Imgur: The magic of the Internet]([Imgur: The magic of the Internet](https://imgur.com/a/Z5ZjbDa)) Classical mechanics studies average sized objects moving at average speeds - speeds are much lower than the speed of light, sizes are much greater than that of atoms, yet very small in astronomical terms. Relativistic mechanics studies big objects moving at fast speed. Quantum mechanics studies small objects moving at slow speeds. Quantum field theory, a type of relativistic quantum mechanics, unification of special relativity and quantum mechanics, studies small objects at high speeds - Standard model maps out fundamental particles and forces on the lowest level of reality. We still can't unify gravity (general relativity) with quantum mechanics, which connects to other unsolved issues in physics, but there are many proposed solutions waiting to be verified. This distinction isn't perfect, as we have edgecases like measured quantum entanglement of particles that are kilometers apart, but its good enough approximation for most of usecases. We can technically use only relativistic quantum mechanics everywhere, but at other scales and speeds, relativistic quantum mechanics becomes mostly equivalent with just classical or relativistic mechanics, which is easier to work with. There is also generalized quantum theory paradigm for information processing by complex systems such as the brain, that takes into account contextual dependence of information and probabilistic reasoning, that can be mathematically described in the framework of quantum information and quantum probability theory, which is not reliant on the hypothesis that there is something micro-physical quantum-mechanical about the brain. ===Science -> Physics -> Unity -> Quantum darwinism=== ===Science -> Physics -> Unity -> Spacetime from entaglement by Sean Carrol=== ===Science -> Physics -> Unity -> Loop quantum gravity=== ===Science -> Physics -> Unity -> Supersymmetry=== ===Science -> Physics -> Unity -> String theory=== ===Science -> Physics -> Unity -> Holographic principle, spacetime as error correcting code from entaglement=== ===Science -> Physics -> Unity -> Asymptotic gravity=== ===Science -> Physics -> Unity -> Woflram physics project: Hypergraphs === ===Science -> Physics -> Unity -> Cellular Automaton Interpretation of Quantum Mechanics=== ===Science -> Physics -> Unity -> Amplituhedron === ===Science -> Physics -> Unity -> Other=== ===Science -> Physics -> Unity -> Disciplines -> Cosmology=== ===Science -> Physics -> Unity -> Disciplines -> Cosmology -> Astrophysics=== ===Science -> Physics -> Unity -> Unity 3 ===Science -> Physics -> History and future=== [TIMELAPSE OF THE ENTIRE UNIVERSE - YouTube]([TIMELAPSE OF THE ENTIRE UNIVERSE - YouTube]([TIMELAPSE OF THE ENTIRE UNIVERSE - YouTube](https://www.youtube.com/watch?v=TBikbn5XJhg))) [TIMELAPSE OF THE FUTURE: A Journey to the End of Time (4K) - YouTube]([TIMELAPSE OF THE FUTURE: A Journey to the End of Time (4K) - YouTube]([TIMELAPSE OF THE FUTURE: A Journey to the End of Time (4K) - YouTube](https://www.youtube.com/watch?v=uD4izuDMUQA))) [4.5 Billion Years in 1 Hour - YouTube](https://www.youtube.com/watch?v=S7TUe5w6RHo) ===Science -> Emergence=== ===Science -> Emergence -> Effective Field Theory=== ===Science -> Emergence -> Renormalization Group=== ===Science -> Emergence -> Pointcare Map=== ===Science -> Emergence -> Petrubation theory=== ===Science -> Systems science=== ===Science -> Systems science -> Systems theory=== ===Science -> Systems science -> Dynamical systems theory=== ===Science -> Systems science -> Nonlinear systems theory=== ===Science -> Systems science -> Complex systems theory=== ===Science -> Systems science -> Chaos theory=== ===Science -> Systems science -> Cybernetics=== ===Science -> Systems science -> Multi agent systems theory=== ===Science -> Systems science -> Network theory=== ===Science -> Systems science -> Game theory=== ===Science -> Systems science -> Evolutionary game theory=== ===Science -> Systems science -> Control theory=== ===Science -> Systems science -> Hiearchical theory=== ===Science -> Classical physics and systems science -> Unity -> Active Inference and Free energy principle=== ===Science -> All of physics and systems science -> Unity -> Quantum Free energy principle=== ===Science -> Philosophical interpretations of physics and other maths=== ===Science -> Philosophical interpretations of physics and other maths -> Quantum darwinism=== ===Science -> Philosophical interpretations of physics and other maths -> Superdeterminism=== ===Science -> Philosophical interpretations of physics and other maths -> QBism=== ===Science -> Philosophical interpretations of physics and other maths -> My favorite=== ===Science -> Chemistry=== ===Science -> Chemistry -> Chemical physics and quantum chemistry=== ===Science -> Biology=== ===Science -> Biology -> Nonequilibrium Thermodynamics=== ===Science -> Biology -> Biophysics=== ===Science -> Biology -> Concrete phenomena -> Immortality=== ===Science -> Neurophenomenology=== ===Science -> Neurophenomenology -> General models=== ===Science -> Neurophenomenology -> General models -> Predictive processing=== ===Science -> Neurophenomenology -> General models -> Predictive processing -> Bayesian brain with classical free energy principle=== ===Science -> Neurophenomenology -> General models -> Bayesian brain with quantum free energy principle=== ===Science -> Neurophenomenology -> General models -> Consciousness as a coherence-inducing operator=== [Joscha Bach - Consciousness as a coherence-inducing operator - YouTube](https://www.youtube.com/watch?v=qoHCQ1ozswA) [From Language to Consciousness (Guest: Joscha Bach) - YouTube]([From Language to Consciousness (Guest: Joscha Bach) - YouTube]([From Language to Consciousness (Guest: Joscha Bach) - YouTube]([From Language to Consciousness (Guest: Joscha Bach) - YouTube](https://www.youtube.com/watch?v=ApHnqHfFWBk)))) ===Science -> Neurophenomenology -> General models -> Conductance-based model (Hodgkin–Huxley) === ===Science -> Neurophenomenology -> General models -> Nonequilibrium quantum brain dynamics (quantum field theory)=== ===Science -> Neurophenomenology -> General models -> Orchestrated objective reduction=== ===Science -> Neurophenomenology -> General models -> Holonomic brain theory === ===Science -> Neurophenomenology -> General models -> Shrondinger's Neurons=== ===Science -> Neurophenomenology -> General models -> Catecholaminergic Neuron Electron Transport=== ===Science -> Neurophenomenology -> General models -> Neural field theory=== ===Science -> Neurophenomenology -> General models -> Integrated information theory=== ===Science -> Neurophenomenology -> General models -> Global workspace theory=== ===Science -> Neurophenomenology -> General models -> Adaptive resonance theory=== ===Science -> Neurophenomenology -> General models -> Topological segmentation=== ===Science -> Neurophenomenology -> General models -> Higher-order theories of Neurophenomenology=== ===Science -> Neurophenomenology -> General models -> Reentry === ===Science -> Neurophenomenology -> General models -> Sensorimotor Theory=== ===Science -> Neurophenomenology -> General models -> Justin Riddle's Quantum Neurophenomenology=== ===Science -> Neurophenomenology -> General models -> Unity=== ===Science -> Neurophenomenology -> General models -> Unity -> Minimal model of physics of Neurophenomenology=== ===Science -> Neurophenomenology -> Concrete phenomena=== ===Science -> Neurophenomenology -> Concrete phenomena -> Learning and intelligence=== ===Science -> Neurophenomenology -> Concrete phenomena -> Annealing=== ===Science -> Neurophenomenology -> Concrete phenomena -> Wellbeing=== [Mental Health Toolkit: Tools to Bolster Your Mood & Mental Health - YouTube]([Mental Health Toolkit: Tools to Bolster Your Mood & Mental Health - YouTube](https://youtu.be/CJIXbibQ0jI?si=GfMZiOG0fx-JIc8l)) ===Science -> Neurophenomenology -> Concrete phenomena -> Wellbeing -> Brain structure=== ===Science -> Neurophenomenology -> Concrete phenomena -> Wellbeing -> Genes=== ===Science -> Neurophenomenology -> Concrete phenomena -> Wellbeing -> Predictive dynamics=== ===Science -> Neurophenomenology -> Concrete phenomena -> Wellbeing -> Neurophenomenological shape=== ===Science -> Neurophenomenology -> Concrete phenomena -> Wellbeing -> Vasocomputation=== ===Science -> Neurophenomenology -> Concrete phenomena -> Neurodiversity and psychopathology=== ===Science -> Neurophenomenology -> Concrete phenomena -> Neurodiversity and psychopathology -> Autism=== ===Science -> Neurophenomenology -> Concrete phenomena -> Neurodiversity and psychopathology -> Schizotypy=== ===Science -> Neurophenomenology -> Concrete phenomena -> Neurodiversity and psychopathology -> ADHD=== ===Science -> Neurophenomenology -> Concrete phenomena -> Neurodiversity and psychopathology -> Depression=== ===Science -> Neurophenomenology -> Concrete phenomena -> Neurodiversity and psychopathology -> Bipolar=== ===Science -> Neurophenomenology -> Concrete phenomena -> Neurodiversity and psychopathology -> PTSD=== ===Science -> Neurophenomenology -> Concrete phenomena -> Meaning=== ===Science -> Neurophenomenology -> Concrete phenomena -> Agency=== ===Science -> Neurophenomenology -> Concrete phenomena -> Free will=== ===Science -> Neurophenomenology -> Concrete phenomena -> Love=== ===Science -> Neurophenomenology -> Concrete phenomena -> Personality models=== ===Science -> Neurophenomenology -> Concrete phenomena -> Personality models -> Big five=== ===Science -> Neurophenomenology -> Concrete phenomena -> Psychotheraphy=== ===Science -> Neurophenomenology -> Concrete phenomena -> Psychotheraphy -> Healing trauma=== ===Science -> Neurophenomenology -> Concrete phenomena -> Meditation=== ===Science -> Neurophenomenology -> Concrete phenomena -> Meditation -> Love and kindness=== ===Science -> Neurophenomenology -> Concrete phenomena -> Meditation -> Deconstructive meditation=== ===Science -> Neurophenomenology -> Concrete phenomena -> Meditation -> Deconstructive meditation -> Cessations of Neurophenomenologys=== ===Science -> Neurophenomenology -> Concrete phenomena -> Psychedelics=== ===Science -> Neurophenomenology -> Concrete phenomena -> Entactogens=== ===Science -> Neurophenomenology -> Concrete phenomena -> Best state of consciousness=== ===Science -> Neurophenomenology -> Concrete phenomena -> Philosophy=== ===Science -> Technology -> Electronics=== ===Science -> Technology -> Electronics -> Computers=== [Computer science - Wikipedia]([Computer - Wikipedia](https://en.wikipedia.org/wiki/Computer)_science) ===Science -> Technology -> Electronics -> Computers -> Classical=== ===Science -> Technology -> Electronics -> Computers -> Classical -> Turing machine=== [Turing machine - Wikipedia](https://en.wikipedia.org/wiki/Turing_machine) Mathematical formalism for classical computers is a turing machine. Some people propose the universe is a giant turing machine itself. ===Science -> Technology -> Electronics -> Computers -> Classical -> Hardware=== ===Science -> Technology -> Electronics -> Computers -> Classical -> Software=== ===Science -> Technology -> Electronics -> Computers -> Classical -> Software -> Programming=== ===Science -> Technology -> Electronics -> Computers -> Quantum computers=== [Quantum computing - Wikipedia]([Quantum - Wikipedia](https://en.wikipedia.org/wiki/Quantum)_computing) Quantum computers are better than classical computers at certain cryptography tasks (if scaled, they could break the entire internet's classical cryptography) or at simulating quantum systems for science more directly. ===Science -> Technology -> Electronics -> Computers -> Quantum computers -> Quantum turing machine=== Mathematical formalism for quantum computers is a quantum turing machine. [Quantum Turing machine - Wikipedia]([Quantum Turing machine - Wikipedia]([Quantum - Wikipedia](https://en.wikipedia.org/wiki/Quantum)_Turing_machine)) ===Science -> Technology -> Electronics -> Robotics=== ===Science -> Technology -> Statistical methods=== ===Science -> Technology -> Statistical methods -> Problem space -> Regression analysis=== [Regression analysis - Wikipedia](https://en.wikipedia.org/wiki/Regression_analysis) ===Science -> Technology -> Statistical methods -> Problem space -> Regression analysis -> Linear regression=== [Linear regression - Wikipedia](https://en.wikipedia.org/wiki/Linear_regression) Modelling the relationship between a dependent variable and one or more independent variables by fitting a linear equation to observed data. ===Science -> Technology -> Statistical methods -> Problem space -> Statistical classification=== [Statistical classification - Wikipedia](https://en.wikipedia.org/wiki/Statistical_classification) ===Science -> Technology -> Statistical methods -> Problem space -> Statistical classification -> Support vector machine=== [Support vector machine - Wikipedia](https://en.wikipedia.org/wiki/Support_vector_machine) Finding a linear or nonlinear hyperplane to separate data points. ===Science -> Technology -> Statistical methods -> Problem space -> Cluster analysis=== [Cluster analysis - Wikipedia](https://en.wikipedia.org/wiki/Cluster_analysis) ===Science -> Technology -> Statistical methods -> Problem space -> Dimensionality reduction=== [Dimensionality reduction - Wikipedia](https://en.wikipedia.org/wiki/Dimensionality_reduction) ===Science -> Technology -> Statistical methods -> Word n-gram language model=== Stores the probabilities of a next word given a set of words directly, instead of neural network weights. ===Science -> Technology -> Statistical methods -> Markov chain Monte Carlo=== [Monte Carlo method - Wikipedia](https://en.wikipedia.org/wiki/Monte_Carlo_method) [Markov chain Monte Carlo - Wikipedia](https://en.wikipedia.org/wiki/Markov_chain_Monte_Carlo) https://twitter.com/roydanroy/status/1588468474103595009 ===Science -> Technology -> Statistical methods -> Metaheuristics=== Metaheuristic is a higher-level procedure or heuristic designed to find, generate, tune, or select a heuristic (partial search algorithm) that may provide a sufficiently good solution to an optimization problem or a machine learning problem, especially with incomplete or imperfect information or limited computation capacity. [Metaheuristic - Wikipedia](https://en.wikipedia.org/wiki/Metaheuristic) https://upload.wikimedia.org/wikipedia/commons/c/c3/Metaheuristics_classification.svg ===Science -> Technology -> Statistical methods -> Metaheuristics -> Simulated annealing=== Simulated annealing is a probabilistic technique for approximating the global optimum of a given function in similar way how annealing works in metallurgy by cooling the temperature slowly the approximate global maximum is found. Where there are many local maxima, it is not enough to use a simple hill climb algorithm, and simulated annealing can be used instead. [Simulated annealing - Wikipedia]([Simulated annealing - Wikipedia]([Simulated annealing - Wikipedia]([Simulated annealing - Wikipedia]([Simulated annealing - Wikipedia](https://en.wikipedia.org/wiki/Simulated_annealing))))) ===Science -> Technology -> Artificial Intelligence=== [Artificial intelligence - Wikipedia]([Artificial intelligence - Wikipedia](https://en.wikipedia.org/wiki/Artificial_intelligence)) [Machine learning - Wikipedia](https://en.wikipedia.org/wiki/Machine_learning) [History of artificial intelligence - Wikipedia](https://en.wikipedia.org/wiki/History_of_artificial_intelligence) [Machine Dreams (33c3) - YouTube]([Machine Dreams (33c3) - YouTube](https://www.youtube.com/watch?v=K5nJ5l6dl2s)) Best AI news channel: [AI Explained - YouTube]([AI Explained - YouTube](https://www.youtube.com/@aiexplained-official/videos)) List of open source AI models: [Hugging Face – The AI community building the future.](https://huggingface.co/) ===Science -> Technology -> Artificial Intelligence -> Paradigms=== ===Science -> Technology -> Artificial Intelligence -> Paradigms -> Supervised learning=== Learns from labeled data. [Supervised learning - Wikipedia](https://en.wikipedia.org/wiki/Supervised_learning) ===Science -> Technology -> Artificial Intelligence -> Paradigms -> Unsupervised learning=== Learns from unlabaled data [Unsupervised learning - Wikipedia](https://en.wikipedia.org/wiki/Unsupervised_learning) ===Science -> Technology -> Artificial Intelligence -> Paradigms -> Reinforcement learning=== [Reinforcement learning - Wikipedia]([Reinforcement learning - Wikipedia]([Reinforcement learning - Wikipedia](https://en.wikipedia.org/wiki/Reinforcement_learning))) ===Science -> Technology -> Artificial Intelligence -> Paradigms -> Symbolic=== [What is the difference between the symbolic and non-symbolic approach to AI? - Quora](https://www.quora.com/What-is-the-difference-between-the-symbolic-and-non-symbolic-approach-to-AI) Explanable! But it does not generalize well. ===Science -> Technology -> Artificial Intelligence -> Paradigms -> Nonsymbolic aka Connectionist=== Black box. But it does generalize well, as we see with ChatGPT. ===Science -> Technology -> Artificial Intelligence -> Paradigms -> Nonsymbolic aka Connectionist -> Artificial neural network=== [Artificial neural network - Wikipedia](https://en.wikipedia.org/wiki/Artificial_neural_network) [[Neural networks - YouTube](https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi) Mathematics of Neural networks animated by 3Blue1Brown] ===Science -> Technology -> Artificial Intelligence -> Paradigms -> Nonsymbolic aka Connectionist -> Artificial neural networks -> Feedforward neural network=== [Feedforward neural network - Wikipedia](https://en.wikipedia.org/wiki/Feedforward_neural_network) A feedforward neural network is a basic type of artificial neural network where connections between nodes do not form a cycle, allowing information to move in only one direction, from input to output. ===Science -> Technology -> Artificial Intelligence -> Paradigms -> Nonsymbolic aka Connectionist -> Artificial neural networks -> Recurrent neural network=== [Recurrent neural network - Wikipedia](https://en.wikipedia.org/wiki/Recurrent_neural_network)