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Electron Orbitals as 4-D Rotor Projections: A Geometric Basis for Hydrogenic Structure and Chemical Bonding

Stephen Euin Cobb

Published Oct 6, 2025• 0 citations
Publisher

Abstract

The hydrogen atom exhibits an exact SO(4) symmetry that has long been recognized but seldom explained. Conventional quantum mechanics reproduces the spectrum through algebraic methods, yet leaves unanswered why spin-½, orbital degeneracies, and the Pauli exclusion principle exist. In this work, we show that these features arise naturally if the electron is modeled as a four-dimensional rotor constrained to the three-sphere, S 3 . The two independent spin modes of the rotor generate the SU(2) + × SU(2) - structure, whose balanced irreducible representations project into three-dimensional orbitals with the familiar quantum numbers n, l, and m. The radial equation reduces to the associated Laguerre form, yielding exact hydrogenic wavefunctions and energies. Orbital filling, exclusion, and hybridization emerge as geometric necessities rather than axioms. The model also predicts small but definite deviations from ideal quantum mechanics, including corrections from finite rotor inertia, spin–spin couplings, and symmetry-breaking effects. These deviations are accessible to precision spectroscopy and condensed matter experiments, providing falsifiable tests. By grounding quantum mechanics in four-dimensional geometry, the rotor framework preserves all known successes while offering new explanatory clarity and predictive power.

DOI
10.22541/au.175973067.76205913/v1

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d and f Orbital Shapes as Shadows of 4D Geometry: SO(4) Symmetry, the Fock S³ Mapping, and the Kustaanheimo-Stiefel Transform

Brian Kilgore

A research note connecting the shapes of atomic orbitals to four-dimensional geometry. The hydrogen atom possesses a hidden SO(4) symmetry (Pauli 1926) arising from conservation of the Runge-Lenz vector. In momentum space, hydrogen wavefunctions are exactly the spherical harmonics on the 3-sphere S³ (Fock 1935 stereographic projection). The familiar d and f orbital shapes are therefore 3D equatorial shadows of 4D hyperspherical harmonics. Covers: the Runge-Lenz vector and SO(4) Lie algebra; the Fock stereographic projection theorem; the Kustaanheimo-Stiefel transform (3D hydrogen ≡ 4D harmonic oscillator, exact); the SO(4,2) conformal group encoding the full hydrogen spectrum in a single representation; n-sphere generalization table; and open research directions including an interactive visualization paper (Am. J. Phys. target), angular-momentum dependence of AMEM matrix elements, and lanthanide crystal field analysis in the S³ harmonic basis.

•May 12, 2026•1 citation

Beyond Solvability: Universal Symmetries in Quantum Oscillator, Hydrogen, and Angular Momentum

Revista, Zen, PHYSICS, 10

Symmetry is a cornerstone of modern physics, offering profound insights into the fundamental laws governing the universe. In quantum mechanics, symmetries lead to conserved quantities and simplify the resolution of complex systems. This paper explores the universal symmetries inherent in three paradigmatic quantum mechanical systems: the one-dimensional quantum harmonic oscillator, the hydrogen atom, and the angular momentum operator. While renowned for their exact solvability, their underlying symmetry structures extend beyond explicit Hamiltonian invariances. We examine both geometric and dynamical (hidden) symmetries, which arise from non-trivial conserved quantities and often explain ``accidental'' degeneracies in energy spectra. For the quantum harmonic oscillator, we delve into the SU(1,1) or SU(2) dynamical symmetry associated with its creation and annihilation operators. The hydrogen atom's unique SO(4) symmetry, stemming from the conservation of the Runge-Lenz vector in addition to angular momentum, is thoroughly investigated. The Lie algebra of angular momentum operators forms the basis of SO(3) or SU(2) symmetry, governing rotational invariance. By employing Lie groups and Lie algebras, we reveal the deep mathematical unity underpinning these seemingly disparate systems. This comparative analysis demonstrates how these universal symmetry principles not only explain solvability and degeneracy patterns but also offer a general framework for understanding quantum phenomena. The paper hypothesizes that the recurring algebraic structures of su(2) and its extensions across these systems signify a deeper, universal blueprint for quantum system behavior, serving as a foundational guide for understanding both exactly solvable and inherently non-solvable quantum phenomena through the lens of symmetry breaking or approximation. This exploration provides a robust foundation for advanced topics in quantum field theory and particle physics.

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High-Dimensional Electronic States and OS-Model Projection:A Projection-Geometric Framework for Orbitals, Pauli Constraints,and Molecular Bonding

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This paper proposes a projection-geometric reinterpretation of electronic structure in quantum chemistry. We model the electronic state not as a purely three-dimensional wavefunction, but as a high-dimensional internal state $\Psi \in \mathbb{C}^N$, whose observable properties arise only after projection into three-dimensional space. Within this framework, the familiar constraints of quantum chemistry---such as the two-electron occupancy limit of an orbital, the discrete shapes of atomic and hybrid orbitals, and the fixed angles of molecular bonds---are understood as consequences of information loss induced by dimensional projection. To formalize this idea, we introduce an analogy with operating-system (OS) state models, in which rich internal process states are compressed into limited external interfaces, producing apparent resource constraints. We show that the structure of electronic orbitals, Pauli exclusion, and molecular bonding can be interpreted as manifestations of a general internal--projection--observation architecture. This structure is closely related to that previously developed in the Twin-Complex Cosmology framework, where cosmological observables arise from the projection of internal dynamical degrees of freedom. The result is a unified conceptual model in which diverse physical and computational phenomena share a common pattern: high-dimensional internal dynamics, a projection map that discards information, and observable behavior that appears constrained or quantized as a result. This suggests that projection geometry may serve as a general explanatory mechanism across multiple domains of physics and information theory.

•Feb 1, 2026•0 citations

MAGNETIC ORBITALS - The FIRST VISUAL REVELATION of QUANTUM GEOMETRIES in the MACROSCOPIC WORLD

Marsio Salcuni

First publication: 15 July 2025 This research introduces an experimental methodology capable of revealing geometrical structures corresponding to spherical harmonics within macroscopic magnetic fields , making visible field configurations that have never before been experimentally observed in the real world. Atomic orbitals represent some of the most recognizable geometrical structures emerging from quantum mechanics. They arise as solutions of the Schrödinger equation for the hydrogen atom and are mathematically described by spherical harmonics . In modern physics these structures are traditionally interpreted as probability distributions associated with the quantum state of the electron, rather than as spatial geometries directly observable at the macroscopic scale. In this work, a three-dimensional experimental visualization of structures isomorphic to atomic orbitals is presented for the first time. These structures are obtained through the detection and spatial mapping of magnetic field configurations using Hall-effect sensors. The experimental method employs a bipolar Hall sensor operating in dynamic scanning mode while maintaining a constant angular orientation relative to the magnetic source. This measurement configuration introduces a different observational framework compared to conventional representations of magnetic fields derived directly from Maxwell’s equations. When the magnetic field is explored by explicitly considering dipole-dipole interactions and by maintaining a fixed sensor orientation during spatial scanning , the measurements correspond to local projections of the magnetic field along a constant angular direction. The spatial reconstruction of these projections reveals three-dimensional field structures that exhibit a remarkable correspondence with the spherical harmonic geometries associated with the atomic orbitals of the hydrogen atom . These configurations do not normally appear in standard visualizations of magnetic fields, such as field lines or equipotential surfaces, because their emergence requires a measurement approach capable of highlighting the angular components of dipolar interactions. From this observation derives the title of the research. The structures observed in this work coincide with forms historically associated exclusively with the quantum solutions of the Schrödinger equation for the hydrogen atom. However, in this context they emerge as measurable geometric configurations of a macroscopic magnetic field , suggesting the existence of a structural relationship between these two physical descriptions. The research has also been deliberately structured to provide interpretations consistent with both classical mechanics and quantum mechanics , offering the reader multiple theoretical perspectives. By using the classical geometry of magnetic fields as an interpretative framework, several concepts typically associated with quantum mechanics acquire an unexpectedly intuitive and geometrically rational representation. This approach allows the exploration of possible structural connections between the probabilistic formalism of quantum mechanics and geometric patterns emerging from observable macroscopic physical fields , offering an alternative interpretative perspective on the relationship between classical physics and quantum phenomena. The work also includes a fully replicable experimental methodology for generating and visualizing these structures by scanning one or more permanent magnets using Hall sensors, effectively providing a procedure comparable to a form of three-dimensional magnetic tomography ("Magnetic CT Scan") . Official DOI: https://doi.org/10.5281/zenodo.15936280 A Professionally Printed Edition is also available on Amazon: MAGNETIC ORBITALS

•Mar 6, 2026•0 citations

MAGNETIC ORBITALS - The FIRST VISUAL REVELATION of QUANTUM GEOMETRIES in the MACROSCOPIC WORLD

Marsio Salcuni

First publication: 15 July 2025 This research introduces an experimental methodology capable of revealing geometrical structures corresponding to spherical harmonics within macroscopic magnetic fields , making visible field configurations that have never before been experimentally observed in the real world. Atomic orbitals represent some of the most recognizable geometrical structures emerging from quantum mechanics. They arise as solutions of the Schrödinger equation for the hydrogen atom and are mathematically described by spherical harmonics . In modern physics these structures are traditionally interpreted as probability distributions associated with the quantum state of the electron, rather than as spatial geometries directly observable at the macroscopic scale. In this work, a three-dimensional experimental visualization of structures isomorphic to atomic orbitals is presented for the first time. These structures are obtained through the detection and spatial mapping of magnetic field configurations using Hall-effect sensors. The experimental method employs a bipolar Hall sensor operating in dynamic scanning mode while maintaining a constant angular orientation relative to the magnetic source. This measurement configuration introduces a different observational framework compared to conventional representations of magnetic fields derived directly from Maxwell’s equations. When the magnetic field is explored by explicitly considering dipole-dipole interactions and by maintaining a fixed sensor orientation during spatial scanning , the measurements correspond to local projections of the magnetic field along a constant angular direction. The spatial reconstruction of these projections reveals three-dimensional field structures that exhibit a remarkable correspondence with the spherical harmonic geometries associated with the atomic orbitals of the hydrogen atom . These configurations do not normally appear in standard visualizations of magnetic fields, such as field lines or equipotential surfaces, because their emergence requires a measurement approach capable of highlighting the angular components of dipolar interactions. From this observation derives the title of the research. The structures observed in this work coincide with forms historically associated exclusively with the quantum solutions of the Schrödinger equation for the hydrogen atom. However, in this context they emerge as measurable geometric configurations of a macroscopic magnetic field , suggesting the existence of a structural relationship between these two physical descriptions. The research has also been deliberately structured to provide interpretations consistent with both classical mechanics and quantum mechanics , offering the reader multiple theoretical perspectives. By using the classical geometry of magnetic fields as an interpretative framework, several concepts typically associated with quantum mechanics acquire an unexpectedly intuitive and geometrically rational representation. This approach allows the exploration of possible structural connections between the probabilistic formalism of quantum mechanics and geometric patterns emerging from observable macroscopic physical fields , offering an alternative interpretative perspective on the relationship between classical physics and quantum phenomena. The work also includes a fully replicable experimental methodology for generating and visualizing these structures by scanning one or more permanent magnets using Hall sensors, effectively providing a procedure comparable to a form of three-dimensional magnetic tomography ("Magnetic CT Scan") . Official DOI: https://doi.org/10.5281/zenodo.15936280 A Professionally Printed Edition is also available on Amazon: MAGNETIC ORBITALS

•Mar 6, 2026•0 citations

MAGNETIC ORBITALS - The FIRST VISUAL REVELATION of QUANTUM GEOMETRIES in the MACROSCOPIC WORLD

Marsio Salcuni

First publication: 15 July 2025 This research introduces an experimental methodology capable of revealing geometrical structures corresponding to spherical harmonics within macroscopic magnetic fields , making visible field configurations that have never before been experimentally observed in the real world. Atomic orbitals represent some of the most recognizable geometrical structures emerging from quantum mechanics. They arise as solutions of the Schrödinger equation for the hydrogen atom and are mathematically described by spherical harmonics . In modern physics these structures are traditionally interpreted as probability distributions associated with the quantum state of the electron, rather than as spatial geometries directly observable at the macroscopic scale. In this work, a three-dimensional experimental visualization of structures isomorphic to atomic orbitals is presented for the first time. These structures are obtained through the detection and spatial mapping of magnetic field configurations using Hall-effect sensors. The experimental method employs a bipolar Hall sensor operating in dynamic scanning mode while maintaining a constant angular orientation relative to the magnetic source. This measurement configuration introduces a different observational framework compared to conventional representations of magnetic fields derived directly from Maxwell’s equations. When the magnetic field is explored by explicitly considering dipole-dipole interactions and by maintaining a fixed sensor orientation during spatial scanning , the measurements correspond to local projections of the magnetic field along a constant angular direction. The spatial reconstruction of these projections reveals three-dimensional field structures that exhibit a remarkable correspondence with the spherical harmonic geometries associated with the atomic orbitals of the hydrogen atom . These configurations do not normally appear in standard visualizations of magnetic fields, such as field lines or equipotential surfaces, because their emergence requires a measurement approach capable of highlighting the angular components of dipolar interactions. From this observation derives the title of the research. The structures observed in this work coincide with forms historically associated exclusively with the quantum solutions of the Schrödinger equation for the hydrogen atom. However, in this context they emerge as measurable geometric configurations of a macroscopic magnetic field , suggesting the existence of a structural relationship between these two physical descriptions. The research has also been deliberately structured to provide interpretations consistent with both classical mechanics and quantum mechanics , offering the reader multiple theoretical perspectives. By using the classical geometry of magnetic fields as an interpretative framework, several concepts typically associated with quantum mechanics acquire an unexpectedly intuitive and geometrically rational representation. This approach allows the exploration of possible structural connections between the probabilistic formalism of quantum mechanics and geometric patterns emerging from observable macroscopic physical fields , offering an alternative interpretative perspective on the relationship between classical physics and quantum phenomena. The work also includes a fully replicable experimental methodology for generating and visualizing these structures by scanning one or more permanent magnets using Hall sensors, effectively providing a procedure comparable to a form of three-dimensional magnetic tomography ("Magnetic CT Scan") . Official DOI: https://doi.org/10.5281/zenodo.15936280 A Professionally Printed Edition is also available on Amazon: MAGNETIC ORBITALS

•Mar 16, 2026•0 citations
The hydrogen atom exhibits an exact SO(4) symmetry that has long been recognized but seldom explained. Conventional quantum mechanics reproduces the spectrum through algebraic methods, yet leaves unanswered why spin-½, orbital degeneracies, and the Pauli exclusion principle exist. In this work, we show that these features arise naturally if the electron is modeled as a four-dimensional rotor constrained to the three-sphere, S 3 . The two independent spin modes of the rotor generate the SU(2) + × SU(2) - structure, whose balanced irreducible representations project into three-dimensional orbitals with the familiar quantum numbers n, l, and m. The radial equation reduces to the associated Laguerre form, yielding exact hydrogenic wavefunctions and energies. Orbital filling, exclusion, and hybridization emerge as geometric necessities rather than axioms. The model also predicts small but definite deviations from ideal quantum mechanics, including corrections from finite rotor inertia, spin–spin couplings, and symmetry-breaking effects. These deviations are accessible to precision spectroscopy and condensed matter experiments, providing falsifiable tests. By grounding quantum mechanics in four-dimensional geometry, the rotor framework preserves all known successes while offering new explanatory clarity and predictive power.
A research note connecting the shapes of atomic orbitals to four-dimensional geometry. The hydrogen atom possesses a hidden SO(4) symmetry (Pauli 1926) arising from conservation of the Runge-Lenz vector. In momentum space, hydrogen wavefunctions are exactly the spherical harmonics on the 3-sphere S³ (Fock 1935 stereographic projection). The familiar d and f orbital shapes are therefore 3D equatorial shadows of 4D hyperspherical harmonics. Covers: the Runge-Lenz vector and SO(4) Lie algebra; the Fock stereographic projection theorem; the Kustaanheimo-Stiefel transform (3D hydrogen ≡ 4D harmonic oscillator, exact); the SO(4,2) conformal group encoding the full hydrogen spectrum in a single representation; n-sphere generalization table; and open research directions including an interactive visualization paper (Am. J. Phys. target), angular-momentum dependence of AMEM matrix elements, and lanthanide crystal field analysis in the S³ harmonic basis.
Symmetry is a cornerstone of modern physics, offering profound insights into the fundamental laws governing the universe. In quantum mechanics, symmetries lead to conserved quantities and simplify the resolution of complex systems. This paper explores the universal symmetries inherent in three paradigmatic quantum mechanical systems: the one-dimensional quantum harmonic oscillator, the hydrogen atom, and the angular momentum operator. While renowned for their exact solvability, their underlying symmetry structures extend beyond explicit Hamiltonian invariances. We examine both geometric and dynamical (hidden) symmetries, which arise from non-trivial conserved quantities and often explain ``accidental'' degeneracies in energy spectra. For the quantum harmonic oscillator, we delve into the SU(1,1) or SU(2) dynamical symmetry associated with its creation and annihilation operators. The hydrogen atom's unique SO(4) symmetry, stemming from the conservation of the Runge-Lenz vector in addition to angular momentum, is thoroughly investigated. The Lie algebra of angular momentum operators forms the basis of SO(3) or SU(2) symmetry, governing rotational invariance. By employing Lie groups and Lie algebras, we reveal the deep mathematical unity underpinning these seemingly disparate systems. This comparative analysis demonstrates how these universal symmetry principles not only explain solvability and degeneracy patterns but also offer a general framework for understanding quantum phenomena. The paper hypothesizes that the recurring algebraic structures of su(2) and its extensions across these systems signify a deeper, universal blueprint for quantum system behavior, serving as a foundational guide for understanding both exactly solvable and inherently non-solvable quantum phenomena through the lens of symmetry breaking or approximation. This exploration provides a robust foundation for advanced topics in quantum field theory and particle physics.
This paper proposes a projection-geometric reinterpretation of electronic structure in quantum chemistry. We model the electronic state not as a purely three-dimensional wavefunction, but as a high-dimensional internal state Ψ∈CN\Psi \in \mathbb{C}^NΨ∈CN, whose observable properties arise only after projection into three-dimensional space. Within this framework, the familiar constraints of quantum chemistry---such as the two-electron occupancy limit of an orbital, the discrete shapes of atomic and hybrid orbitals, and the fixed angles of molecular bonds---are understood as consequences of information loss induced by dimensional projection. To formalize this idea, we introduce an analogy with operating-system (OS) state models, in which rich internal process states are compressed into limited external interfaces, producing apparent resource constraints. We show that the structure of electronic orbitals, Pauli exclusion, and molecular bonding can be interpreted as manifestations of a general internal--projection--observation architecture. This structure is closely related to that previously developed in the Twin-Complex Cosmology framework, where cosmological observables arise from the projection of internal dynamical degrees of freedom. The result is a unified conceptual model in which diverse physical and computational phenomena share a common pattern: high-dimensional internal dynamics, a projection map that discards information, and observable behavior that appears constrained or quantized as a result. This suggests that projection geometry may serve as a general explanatory mechanism across multiple domains of physics and information theory.
First publication: 15 July 2025 This research introduces an experimental methodology capable of revealing geometrical structures corresponding to spherical harmonics within macroscopic magnetic fields , making visible field configurations that have never before been experimentally observed in the real world. Atomic orbitals represent some of the most recognizable geometrical structures emerging from quantum mechanics. They arise as solutions of the Schrödinger equation for the hydrogen atom and are mathematically described by spherical harmonics . In modern physics these structures are traditionally interpreted as probability distributions associated with the quantum state of the electron, rather than as spatial geometries directly observable at the macroscopic scale. In this work, a three-dimensional experimental visualization of structures isomorphic to atomic orbitals is presented for the first time. These structures are obtained through the detection and spatial mapping of magnetic field configurations using Hall-effect sensors. The experimental method employs a bipolar Hall sensor operating in dynamic scanning mode while maintaining a constant angular orientation relative to the magnetic source. This measurement configuration introduces a different observational framework compared to conventional representations of magnetic fields derived directly from Maxwell’s equations. When the magnetic field is explored by explicitly considering dipole-dipole interactions and by maintaining a fixed sensor orientation during spatial scanning , the measurements correspond to local projections of the magnetic field along a constant angular direction. The spatial reconstruction of these projections reveals three-dimensional field structures that exhibit a remarkable correspondence with the spherical harmonic geometries associated with the atomic orbitals of the hydrogen atom . These configurations do not normally appear in standard visualizations of magnetic fields, such as field lines or equipotential surfaces, because their emergence requires a measurement approach capable of highlighting the angular components of dipolar interactions. From this observation derives the title of the research. The structures observed in this work coincide with forms historically associated exclusively with the quantum solutions of the Schrödinger equation for the hydrogen atom. However, in this context they emerge as measurable geometric configurations of a macroscopic magnetic field , suggesting the existence of a structural relationship between these two physical descriptions. The research has also been deliberately structured to provide interpretations consistent with both classical mechanics and quantum mechanics , offering the reader multiple theoretical perspectives. By using the classical geometry of magnetic fields as an interpretative framework, several concepts typically associated with quantum mechanics acquire an unexpectedly intuitive and geometrically rational representation. This approach allows the exploration of possible structural connections between the probabilistic formalism of quantum mechanics and geometric patterns emerging from observable macroscopic physical fields , offering an alternative interpretative perspective on the relationship between classical physics and quantum phenomena. The work also includes a fully replicable experimental methodology for generating and visualizing these structures by scanning one or more permanent magnets using Hall sensors, effectively providing a procedure comparable to a form of three-dimensional magnetic tomography ("Magnetic CT Scan") . Official DOI: https://doi.org/10.5281/zenodo.15936280 A Professionally Printed Edition is also available on Amazon: MAGNETIC ORBITALS
First publication: 15 July 2025 This research introduces an experimental methodology capable of revealing geometrical structures corresponding to spherical harmonics within macroscopic magnetic fields , making visible field configurations that have never before been experimentally observed in the real world. Atomic orbitals represent some of the most recognizable geometrical structures emerging from quantum mechanics. They arise as solutions of the Schrödinger equation for the hydrogen atom and are mathematically described by spherical harmonics . In modern physics these structures are traditionally interpreted as probability distributions associated with the quantum state of the electron, rather than as spatial geometries directly observable at the macroscopic scale. In this work, a three-dimensional experimental visualization of structures isomorphic to atomic orbitals is presented for the first time. These structures are obtained through the detection and spatial mapping of magnetic field configurations using Hall-effect sensors. The experimental method employs a bipolar Hall sensor operating in dynamic scanning mode while maintaining a constant angular orientation relative to the magnetic source. This measurement configuration introduces a different observational framework compared to conventional representations of magnetic fields derived directly from Maxwell’s equations. When the magnetic field is explored by explicitly considering dipole-dipole interactions and by maintaining a fixed sensor orientation during spatial scanning , the measurements correspond to local projections of the magnetic field along a constant angular direction. The spatial reconstruction of these projections reveals three-dimensional field structures that exhibit a remarkable correspondence with the spherical harmonic geometries associated with the atomic orbitals of the hydrogen atom . These configurations do not normally appear in standard visualizations of magnetic fields, such as field lines or equipotential surfaces, because their emergence requires a measurement approach capable of highlighting the angular components of dipolar interactions. From this observation derives the title of the research. The structures observed in this work coincide with forms historically associated exclusively with the quantum solutions of the Schrödinger equation for the hydrogen atom. However, in this context they emerge as measurable geometric configurations of a macroscopic magnetic field , suggesting the existence of a structural relationship between these two physical descriptions. The research has also been deliberately structured to provide interpretations consistent with both classical mechanics and quantum mechanics , offering the reader multiple theoretical perspectives. By using the classical geometry of magnetic fields as an interpretative framework, several concepts typically associated with quantum mechanics acquire an unexpectedly intuitive and geometrically rational representation. This approach allows the exploration of possible structural connections between the probabilistic formalism of quantum mechanics and geometric patterns emerging from observable macroscopic physical fields , offering an alternative interpretative perspective on the relationship between classical physics and quantum phenomena. The work also includes a fully replicable experimental methodology for generating and visualizing these structures by scanning one or more permanent magnets using Hall sensors, effectively providing a procedure comparable to a form of three-dimensional magnetic tomography ("Magnetic CT Scan") . Official DOI: https://doi.org/10.5281/zenodo.15936280 A Professionally Printed Edition is also available on Amazon: MAGNETIC ORBITALS
First publication: 15 July 2025 This research introduces an experimental methodology capable of revealing geometrical structures corresponding to spherical harmonics within macroscopic magnetic fields , making visible field configurations that have never before been experimentally observed in the real world. Atomic orbitals represent some of the most recognizable geometrical structures emerging from quantum mechanics. They arise as solutions of the Schrödinger equation for the hydrogen atom and are mathematically described by spherical harmonics . In modern physics these structures are traditionally interpreted as probability distributions associated with the quantum state of the electron, rather than as spatial geometries directly observable at the macroscopic scale. In this work, a three-dimensional experimental visualization of structures isomorphic to atomic orbitals is presented for the first time. These structures are obtained through the detection and spatial mapping of magnetic field configurations using Hall-effect sensors. The experimental method employs a bipolar Hall sensor operating in dynamic scanning mode while maintaining a constant angular orientation relative to the magnetic source. This measurement configuration introduces a different observational framework compared to conventional representations of magnetic fields derived directly from Maxwell’s equations. When the magnetic field is explored by explicitly considering dipole-dipole interactions and by maintaining a fixed sensor orientation during spatial scanning , the measurements correspond to local projections of the magnetic field along a constant angular direction. The spatial reconstruction of these projections reveals three-dimensional field structures that exhibit a remarkable correspondence with the spherical harmonic geometries associated with the atomic orbitals of the hydrogen atom . These configurations do not normally appear in standard visualizations of magnetic fields, such as field lines or equipotential surfaces, because their emergence requires a measurement approach capable of highlighting the angular components of dipolar interactions. From this observation derives the title of the research. The structures observed in this work coincide with forms historically associated exclusively with the quantum solutions of the Schrödinger equation for the hydrogen atom. However, in this context they emerge as measurable geometric configurations of a macroscopic magnetic field , suggesting the existence of a structural relationship between these two physical descriptions. The research has also been deliberately structured to provide interpretations consistent with both classical mechanics and quantum mechanics , offering the reader multiple theoretical perspectives. By using the classical geometry of magnetic fields as an interpretative framework, several concepts typically associated with quantum mechanics acquire an unexpectedly intuitive and geometrically rational representation. This approach allows the exploration of possible structural connections between the probabilistic formalism of quantum mechanics and geometric patterns emerging from observable macroscopic physical fields , offering an alternative interpretative perspective on the relationship between classical physics and quantum phenomena. The work also includes a fully replicable experimental methodology for generating and visualizing these structures by scanning one or more permanent magnets using Hall sensors, effectively providing a procedure comparable to a form of three-dimensional magnetic tomography ("Magnetic CT Scan") . Official DOI: https://doi.org/10.5281/zenodo.15936280 A Professionally Printed Edition is also available on Amazon: MAGNETIC ORBITALS