<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    jhepgc
   </journal-id>
   <journal-title-group>
    <journal-title>
     Journal of High Energy Physics, Gravitation and Cosmology
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2380-4327
   </issn>
   <issn publication-format="print">
    2380-4335
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/jhepgc.2025.112024
   </article-id>
   <article-id pub-id-type="publisher-id">
    jhepgc-141729
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Physics 
     </subject>
     <subject>
       Mathematics
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Scalar Field Interaction Theory: A New Proposal for Photon Behavior
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Jan
      </surname>
      <given-names>
       Sági
      </given-names>
     </name>
    </contrib>
   </contrib-group> 
   <aff id="affnull">
    <addr-line>
     aBrighton, UK
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     18
    </day> 
    <month>
     03
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    11
   </volume> 
   <issue>
    02
   </issue>
   <fpage>
    284
   </fpage>
   <lpage>
    290
   </lpage>
   <history>
    <date date-type="received">
     <day>
      17,
     </day>
     <month>
      January
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      28,
     </day>
     <month>
      January
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      28,
     </day>
     <month>
      March
     </month>
     <year>
      2025
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    The Scalar Field Interaction Theory offers an alternative view of the wave-like properties of photons. Rather than invoking an inherent wave-particle duality, this approach explains photon wave-like behavior via interactions with a locally oscillating scalar field whose average value remains zero (
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mrow>
       <mo>
        〈
       </mo> 
       <mi>
        ϕ
       </mi> 
       <mo>
        〉
       </mo>
      </mrow>
      <mo>
       =
      </mo>
      <mn>
       0
      </mn>
     </mrow> 
    </math> ). In this deterministic framework, all parameters of the scalar field (including its characteristic amplitude and mass term) are derived solely from fundamental physical constants, without any fitting or adjustable parameters. Preliminary comparisons indicate that the theory can closely match observed interference and diffraction data while maintaining a purely particle-like concept of the photon. By eliminating the need for probabilistic interpretations, the model aims to provide a consistent explanation for phenomena often attributed to quantum wave-particle duality.
   </abstract>
   <kwd-group> 
    <kwd>
     Scalar Field
    </kwd> 
    <kwd>
      Deterministic Quantum Mechanics Theory
    </kwd> 
    <kwd>
      Copenhagen Interpretation
    </kwd> 
    <kwd>
      Photons as Pure Particles
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>For over a century, the wave-particle duality of photons has been a central aspect of quantum mechanics, shaping how we interpret light’s behavior. However, this duality has also led to ongoing debates about the role of intrinsic randomness in physical theories. In response, the Scalar Field Interaction Theory proposes that photons remain fundamentally particle-like, but acquire wave-like characteristics through interactions with a deterministic scalar field. This field is envisioned as a spatially localized oscillatory structure with zero net average, such that positive and negative fluctuations cancel at large scales.</p>
   <p>Crucially, the key constants of this model are derived directly from Planck-scale quantities. Historically, the concept of the Planck length was introduced by Planck <xref ref-type="bibr" rid="scirp.141729-1">
     [1]
    </xref>, and it plays a central role in attempts to unify quantum mechanics and general relativity <xref ref-type="bibr" rid="scirp.141729-2">
     [2]
    </xref>-<xref ref-type="bibr" rid="scirp.141729-4">
     [4]
    </xref>. By eliminating the need for probabilistic interpretations, the new approach aims to offer a path toward reconciling particle-centric viewpoints with wave-like phenomena. Early numerical studies suggest that the model yields a close alignment with observed interference and diffraction data, offering an alternative to traditional quantum interpretations.</p>
  </sec><sec id="s2">
   <title>
    <xref ref-type="bibr" rid="scirp.141729-"></xref>2. Fundamental Constants and Initial Conditions</title>
   <sec id="s2_1">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>Assumptions and Initial Conditions</title>
    <p>In this framework, the following assumptions are made:</p>
    <p>• The scalar field is characterized by local fluctuations over a finite volume 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        V 
      </mi> 
     </math>.</p>
    <p>• The average value of the field is zero, i.e. 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          〈 
        </mo> 
        <mi>
          ϕ 
        </mi> 
        <mo>
          〉 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math>; the field oscillates such that in some regions it is positive while in others it is negative.</p>
    <p>• The field interacts weakly with matter and light, permitting the use of linear approximations for its fluctuations.</p>
    <p>• The field exhibits an exponential decay profile, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ϕ 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          r 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          ϕ 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <msup> 
        <mtext>
          e 
        </mtext> 
        <mrow> 
         <mo>
           − 
         </mo> 
         <mi>
           m 
         </mi> 
         <mi>
           r 
         </mi> 
        </mrow> 
       </msup> 
      </mrow> 
     </math>, on macroscopic scales.</p>
    <p>• Quantum fluctuations 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           x 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           t 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> are modeled as Gaussian noise with zero mean.</p>
    <p>These assumptions facilitate the analytical derivation of key parameters while capturing the local, oscillatory behavior of the field.</p>
   </sec>
  </sec><sec id="s3">
   <title>
    <xref ref-type="bibr" rid="scirp.141729-"></xref>3. Derived Parameters</title>
   <sec id="s3_1">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>3.1. Planck Length</title>
    <p>The Planck length 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ℓ 
        </mi> 
        <mi>
          p 
        </mi> 
       </msub> 
      </mrow> 
     </math> represents the smallest physically meaningful scale <xref ref-type="bibr" rid="scirp.141729-1">
      [1]
     </xref>:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ℓ 
        </mi> 
        <mi>
          p 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msqrt> 
        <mrow> 
         <mfrac> 
          <mrow> 
           <mi>
             ℏ 
           </mi> 
           <mi>
             G 
           </mi> 
          </mrow> 
          <mrow> 
           <msup> 
            <mi>
              c 
            </mi> 
            <mn>
              3 
            </mn> 
           </msup> 
          </mrow> 
         </mfrac> 
        </mrow> 
       </msqrt> 
      </mrow> 
     </math>(1)</p>
    <p>Numerically, this is approximately</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ℓ 
        </mi> 
        <mi>
          p 
        </mi> 
       </msub> 
       <mo>
         ≈ 
       </mo> 
       <mn>
         1.616 
       </mn> 
       <mo>
         × 
       </mo> 
       <msup> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
        <mrow> 
         <mo>
           − 
         </mo> 
         <mn>
           35 
         </mn> 
        </mrow> 
       </msup> 
       <mtext>
           
       </mtext> 
       <mtext>
         m 
       </mtext> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math></p>
   </sec>
   <sec id="s3_2">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>3.2. Mass Parameter 

     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       
  m
 
      </mi>

     </math></title>
    <p>The mass parameter 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        m 
      </mi> 
     </math> sets the scale of the field’s spatial variation. Initially defined as</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         m 
       </mi> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mn>
          1 
        </mn> 
        <mrow> 
         <msub> 
          <mi>
            r 
          </mi> 
          <mrow> 
           <mtext>
             scale 
           </mtext> 
          </mrow> 
         </msub> 
        </mrow> 
       </mfrac> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math></p>
    <p>we now confine this to a finite volume by writing</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         m 
       </mi> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mn>
          1 
        </mn> 
        <mrow> 
         <mi>
           λ 
         </mi> 
         <msub> 
          <mi>
            ℓ 
          </mi> 
          <mi>
            p 
          </mi> 
         </msub> 
        </mrow> 
       </mfrac> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math></p>
    <p>with 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        λ 
      </mi> 
     </math> being a dimensionless parameter that adjusts the effective extent of the field.</p>
   </sec>
   <sec id="s3_3">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>3.3. Self-Interaction Parameter 

     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       
  α
 
      </mi>

     </math></title>
    <p>The self-interaction parameter 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        α 
      </mi> 
     </math> quantifies the field’s nonlinearity:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         α 
       </mi> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <msup> 
          <mi>
            m 
          </mi> 
          <mn>
            2 
          </mn> 
         </msup> 
        </mrow> 
        <mrow> 
         <msubsup> 
          <mi>
            ϕ 
          </mi> 
          <mn>
            0 
          </mn> 
          <mn>
            2 
          </mn> 
         </msubsup> 
        </mrow> 
       </mfrac> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math></p>
   </sec>
   <sec id="s3_4">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>3.4. Interaction Parameter 

     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       
  κ
 
      </mi>

     </math></title>
    <p>The scalar field modifies the effective speed of light via local interactions. Considering the local value and spatial gradient of the field, we define</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          c 
        </mi> 
        <mrow> 
         <mtext>
           eff 
         </mtext> 
        </mrow> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          r 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          c 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           + 
         </mo> 
         <mi>
           κ 
         </mi> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mi>
            r 
          </mi> 
          <mo>
            ) 
          </mo> 
         </mrow> 
         <msup> 
          <mi>
            ϕ 
          </mi> 
          <mn>
            2 
          </mn> 
         </msup> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mi>
            r 
          </mi> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math></p>
    <p>To reflect local fluctuations, the interaction parameter is given by</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         κ 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          r 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <msub> 
          <mi>
            c 
          </mi> 
          <mrow> 
           <mtext>
             eff 
           </mtext> 
          </mrow> 
         </msub> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mi>
            r 
          </mi> 
          <mo>
            ) 
          </mo> 
         </mrow> 
         <mo>
           − 
         </mo> 
         <msub> 
          <mi>
            c 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mrow> 
         <msub> 
          <mi>
            c 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
         <mrow> 
          <mo>
            [ 
          </mo> 
          <mrow> 
           <msup> 
            <mi>
              ϕ 
            </mi> 
            <mn>
              2 
            </mn> 
           </msup> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mi>
              r 
            </mi> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mo>
             + 
           </mo> 
           <mfrac> 
            <mrow> 
             <msup> 
              <mrow> 
               <mrow> 
                <mo>
                  ( 
                </mo> 
                <mrow> 
                 <mo>
                   ∇ 
                 </mo> 
                 <mi>
                   ϕ 
                 </mi> 
                </mrow> 
                <mo>
                  ) 
                </mo> 
               </mrow> 
              </mrow> 
              <mn>
                2 
              </mn> 
             </msup> 
            </mrow> 
            <mrow> 
             <msup> 
              <mi>
                m 
              </mi> 
              <mn>
                2 
              </mn> 
             </msup> 
            </mrow> 
           </mfrac> 
          </mrow> 
          <mo>
            ] 
          </mo> 
         </mrow> 
        </mrow> 
       </mfrac> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math></p>
   </sec>
   <sec id="s3_5">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>3.5. Field Energy 

     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       
  E
 
      </mi>

     </math></title>
    <p>Instead of assuming a uniform field, the energy is now computed by integrating the energy density over a finite volume 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        V 
      </mi> 
     </math>:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         E 
       </mi> 
       <mo>
         = 
       </mo> 
       <munder> 
        <mstyle mathsize="140%" displaystyle="true"> 
         <mo>
           ∫ 
         </mo> 
        </mstyle> 
        <mi>
          V 
        </mi> 
       </munder> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mfrac> 
          <mn>
            1 
          </mn> 
          <mn>
            2 
          </mn> 
         </mfrac> 
         <msup> 
          <mrow> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mo>
               ∇ 
             </mo> 
             <mi>
               δ 
             </mi> 
             <mi>
               ϕ 
             </mi> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
          </mrow> 
          <mn>
            2 
          </mn> 
         </msup> 
         <mo>
           + 
         </mo> 
         <mfrac> 
          <mn>
            1 
          </mn> 
          <mn>
            2 
          </mn> 
         </mfrac> 
         <msup> 
          <mi>
            m 
          </mi> 
          <mn>
            2 
          </mn> 
         </msup> 
         <mrow> 
          <mo>
            〈 
          </mo> 
          <mrow> 
           <msup> 
            <mrow> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mrow> 
               <mi>
                 δ 
               </mi> 
               <mi>
                 ϕ 
               </mi> 
              </mrow> 
              <mo>
                ) 
              </mo> 
             </mrow> 
            </mrow> 
            <mn>
              2 
            </mn> 
           </msup> 
          </mrow> 
          <mo>
            〉 
          </mo> 
         </mrow> 
         <mo>
           + 
         </mo> 
         <mfrac> 
          <mi>
            α 
          </mi> 
          <mn>
            4 
          </mn> 
         </mfrac> 
         <mrow> 
          <mo>
            〈 
          </mo> 
          <mrow> 
           <msup> 
            <mrow> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mrow> 
               <mi>
                 δ 
               </mi> 
               <mi>
                 ϕ 
               </mi> 
              </mrow> 
              <mo>
                ) 
              </mo> 
             </mrow> 
            </mrow> 
            <mn>
              4 
            </mn> 
           </msup> 
          </mrow> 
          <mo>
            〉 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mtext>
         d 
       </mtext> 
       <mi>
         V 
       </mi> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(2)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         δ 
       </mi> 
       <mi>
         ϕ 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           x 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           t 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> represents the local fluctuation of the field, subject to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          〈 
        </mo> 
        <mi>
          ϕ 
        </mi> 
        <mo>
          〉 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math>.</p>
   </sec>
   <sec id="s3_6">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>3.6. Derivation of 

     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
       <msub> 
   
        <mi>
         
    ϕ
   
        </mi> 
   
        <mn>
         
    0
   
        </mn> 
  
       </msub> 
 
      </mrow>

     </math></title>
    <p>The characteristic amplitude 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ϕ 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> is initially derived via</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ϕ 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mi>
          ℏ 
        </mi> 
        <mrow> 
         <mi>
           λ 
         </mi> 
         <msub> 
          <mi>
            ℓ 
          </mi> 
          <mi>
            p 
          </mi> 
         </msub> 
         <mi>
           c 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math></p>
    <p>but with the inclusion of local fluctuations (and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          〈 
        </mo> 
        <mi>
          ϕ 
        </mi> 
        <mo>
          〉 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math>), 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ϕ 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> represents the scale of the oscillatory deviations rather than a constant background value.</p>
   </sec>
  </sec><sec id="s4">
   <title>
    <xref ref-type="bibr" rid="scirp.141729-"></xref>4. Governing Equations of the Scalar Field</title>
   <p>The dynamics of the scalar field are governed by a modified Klein-Gordon equation. In order to incorporate the local fluctuations, the total field is written as</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        ϕ 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          x 
        </mi> 
        <mo>
          , 
        </mo> 
        <mi>
          t 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <msub> 
       <mi>
         ϕ 
       </mi> 
       <mn>
         0 
       </mn> 
      </msub> 
      <mo>
        + 
      </mo> 
      <mi>
        δ 
      </mi> 
      <mi>
        ϕ 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          x 
        </mi> 
        <mo>
          , 
        </mo> 
        <mi>
          t 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        , 
      </mo> 
     </mrow> 
    </math></p>
   <p>with the stipulation that 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ϕ 
       </mi> 
       <mn>
         0 
       </mn> 
      </msub> 
      <mo>
        = 
      </mo> 
      <mn>
        0 
      </mn> 
     </mrow> 
    </math> (i.e. 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mrow> 
       <mo>
         〈 
       </mo> 
       <mi>
         ϕ 
       </mi> 
       <mo>
         〉 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mn>
        0 
      </mn> 
     </mrow> 
    </math>), so the evolution is entirely in the fluctuation 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        δ 
      </mi> 
      <mi>
        ϕ 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          x 
        </mi> 
        <mo>
          , 
        </mo> 
        <mi>
          t 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>. The governing equation becomes:</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mo>
        □ 
      </mo> 
      <mtext>
          
      </mtext> 
      <mi>
        δ 
      </mi> 
      <mi>
        ϕ 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          x 
        </mi> 
        <mo>
          , 
        </mo> 
        <mi>
          t 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        − 
      </mo> 
      <msup> 
       <mi>
         m 
       </mi> 
       <mn>
         2 
       </mn> 
      </msup> 
      <mi>
        δ 
      </mi> 
      <mi>
        ϕ 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          x 
        </mi> 
        <mo>
          , 
        </mo> 
        <mi>
          t 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        + 
      </mo> 
      <mi>
        α 
      </mi> 
      <msup> 
       <mrow> 
        <mrow> 
         <mo>
           [ 
         </mo> 
         <mrow> 
          <mi>
            δ 
          </mi> 
          <mi>
            ϕ 
          </mi> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mi>
              x 
            </mi> 
            <mo>
              , 
            </mo> 
            <mi>
              t 
            </mi> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
         <mo>
           ] 
         </mo> 
        </mrow> 
       </mrow> 
       <mn>
         3 
       </mn> 
      </msup> 
      <mo>
        = 
      </mo> 
      <mi>
        ξ 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          x 
        </mi> 
        <mo>
          , 
        </mo> 
        <mi>
          t 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        . 
      </mo> 
     </mrow> 
    </math></p>
   <p>Moreover, to explicitly include the temporal oscillations of the field, the fluctuation is decomposed as:</p>
   <p>
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        δ 
      </mi> 
      <mi>
        ϕ 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          x 
        </mi> 
        <mo>
          , 
        </mo> 
        <mi>
          t 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <msub> 
       <mi>
         ϕ 
       </mi> 
       <mn>
         1 
       </mn> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         x 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mtext>
        cos 
      </mtext> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          ω 
        </mi> 
        <mi>
          t 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        + 
      </mo> 
      <msub> 
       <mi>
         ϕ 
       </mi> 
       <mn>
         2 
       </mn> 
      </msub> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         x 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mtext>
        sin 
      </mtext> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          ω 
        </mi> 
        <mi>
          t 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        , 
      </mo> 
     </mrow> 
    </math></p>
   <p>where the oscillation frequency is given by 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        ω 
      </mi> 
      <mo>
        = 
      </mo> 
      <msqrt> 
       <mrow> 
        <msup> 
         <mi>
           k 
         </mi> 
         <mn>
           2 
         </mn> 
        </msup> 
        <mo>
          + 
        </mo> 
        <msup> 
         <mi>
           m 
         </mi> 
         <mn>
           2 
         </mn> 
        </msup> 
       </mrow> 
      </msqrt> 
     </mrow> 
    </math>.</p>
  </sec><sec id="s5">
   <title>
    <xref ref-type="bibr" rid="scirp.141729-"></xref>5. Calculation of Scalar Field Parameters Using Planck Constants</title>
   <p>This section demonstrates how the scalar field parameters can be derived using fundamental Planck constants and associated physical quantities.</p>
   <sec id="s5_1">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>5.1. Planck Length (

     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
       <msub> 
   
        <mi>
         
    ℓ
   
        </mi> 
   
        <mi>
         
    p
   
        </mi> 
  
       </msub> 
 
      </mrow>

     </math>)</title>
    <p>Recalling from earlier (and from Planck’s original work <xref ref-type="bibr" rid="scirp.141729-1">
      [1]
     </xref>),</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ℓ 
        </mi> 
        <mi>
          p 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msqrt> 
        <mrow> 
         <mfrac> 
          <mrow> 
           <mi>
             ℏ 
           </mi> 
           <mi>
             G 
           </mi> 
          </mrow> 
          <mrow> 
           <msup> 
            <mi>
              c 
            </mi> 
            <mn>
              3 
            </mn> 
           </msup> 
          </mrow> 
         </mfrac> 
        </mrow> 
       </msqrt> 
       <mo>
         ≈ 
       </mo> 
       <mn>
         1.616 
       </mn> 
       <mo>
         × 
       </mo> 
       <msup> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
        <mrow> 
         <mo>
           − 
         </mo> 
         <mn>
           35 
         </mn> 
        </mrow> 
       </msup> 
       <mtext>
           
       </mtext> 
       <mtext>
         m 
       </mtext> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math></p>
   </sec>
   <sec id="s5_2">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>5.2. Mass Parameter (

     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       
  m
 
      </mi>

     </math>)</title>
    <p>The mass parameter is</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         m 
       </mi> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mn>
          1 
        </mn> 
        <mrow> 
         <mi>
           λ 
         </mi> 
         <msub> 
          <mi>
            ℓ 
          </mi> 
          <mi>
            p 
          </mi> 
         </msub> 
        </mrow> 
       </mfrac> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math></p>
    <p>For 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         λ 
       </mi> 
       <mo>
         = 
       </mo> 
       <msup> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
       </msup> 
      </mrow> 
     </math>,</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         m 
       </mi> 
       <mo>
         ≈ 
       </mo> 
       <mn>
         6.187 
       </mn> 
       <mo>
         × 
       </mo> 
       <msup> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
        <mrow> 
         <mn>
           24 
         </mn> 
        </mrow> 
       </msup> 
       <mtext>
           
       </mtext> 
       <msup> 
        <mtext>
          m 
        </mtext> 
        <mrow> 
         <mo>
           − 
         </mo> 
         <mn>
           1 
         </mn> 
        </mrow> 
       </msup> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math></p>
   </sec>
   <sec id="s5_3">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>5.3. Scalar Field Amplitude (

     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
       <msub> 
   
        <mi>
         
    ϕ
   
        </mi> 
   
        <mn>
         
    0
   
        </mn> 
  
       </msub> 
 
      </mrow>

     </math>)</title>
    <p>The scalar field amplitude 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ϕ 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> is calculated as:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ϕ 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mi>
          ℏ 
        </mi> 
        <mrow> 
         <mi>
           λ 
         </mi> 
         <msub> 
          <mi>
            ℓ 
          </mi> 
          <mi>
            p 
          </mi> 
         </msub> 
         <mi>
           c 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math></p>
    <p>Substituting known values:</p>
    <p>• 
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ℏ 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         1.054 
       </mn> 
       <mo>
         × 
       </mo> 
       <msup> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
        <mrow> 
         <mo>
           − 
         </mo> 
         <mn>
           34 
         </mn> 
        </mrow> 
       </msup> 
       <mtext>
           
       </mtext> 
       <mtext>
         J 
       </mtext> 
       <mo>
         ⋅ 
       </mo> 
       <mtext>
         s 
       </mtext> 
      </mrow> 
     </math></p>
    <p>• 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         c 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         3.0 
       </mn> 
       <mo>
         × 
       </mo> 
       <msup> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
        <mn>
          8 
        </mn> 
       </msup> 
       <mrow> 
        <mtext>
          m 
        </mtext> 
        <mo>
          / 
        </mo> 
        <mtext>
          s 
        </mtext> 
       </mrow> 
      </mrow> 
     </math></p>
    <p>• 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ℓ 
        </mi> 
        <mi>
          p 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mn>
         1.616 
       </mn> 
       <mo>
         × 
       </mo> 
       <msup> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
        <mrow> 
         <mo>
           − 
         </mo> 
         <mn>
           35 
         </mn> 
        </mrow> 
       </msup> 
       <mtext>
           
       </mtext> 
       <mtext>
         m 
       </mtext> 
      </mrow> 
     </math></p>
    <p>• 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         λ 
       </mi> 
       <mo>
         = 
       </mo> 
       <msup> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
       </msup> 
      </mrow> 
     </math></p>
    <p>We get:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ϕ 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mo>
         ≈ 
       </mo> 
       <mn>
         2.177 
       </mn> 
       <mo>
         × 
       </mo> 
       <msup> 
        <mrow> 
         <mn>
           10 
         </mn> 
        </mrow> 
        <mrow> 
         <mo>
           − 
         </mo> 
         <mn>
           18 
         </mn> 
        </mrow> 
       </msup> 
       <mtext>
           
       </mtext> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mtext>
           dimensionless 
         </mtext> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math></p>
   </sec>
   <sec id="s5_4">
    <title>
     <xref ref-type="bibr" rid="scirp.141729-"></xref>5.4. Summary of Derived Parameters</title>
    <p>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref> summarizes the derived parameters and their numerical values.</p>
   </sec>
  </sec><sec id="s6">
   <title>
    <xref ref-type="bibr" rid="scirp.141729-"></xref>6. Simulation Results: Scalar Field vs. Quantum Baseline</title>
   <p>In our simulation, we compare the predictions of a Scalar Field model against a simplified Quantum Baseline model on three experimental datasets derived from quantum interference measurements on GaAs quantum dots (DataExfig3a, DataExfig3b, DataExfig3c).</p>
   <table-wrap id="table1">
    <label>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.141729-"></xref>Table 1. Summary of derived scalar field parameters.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="33.34%"><p style="text-align:center">Parameter</p></td> 
      <td class="custom-bottom-td acenter" width="27.87%"><p style="text-align:center">Formula</p></td> 
      <td class="custom-bottom-td acenter" width="38.79%"><p style="text-align:center">Calculated Value</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="33.34%"><p style="text-align:center">Planck Length ( 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             ℓ 
           </mi> 
           <mi>
             p 
           </mi> 
          </msub> 
         </mrow> 
        </math>)</p></td> 
      <td class="custom-top-td acenter" width="27.87%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msqrt> 
           <mrow> 
            <mrow> 
             <mrow> 
              <mi>
                ℏ 
              </mi> 
              <mi>
                G 
              </mi> 
             </mrow> 
             <mo>
               / 
             </mo> 
             <mrow> 
              <msup> 
               <mi>
                 c 
               </mi> 
               <mn>
                 3 
               </mn> 
              </msup> 
             </mrow> 
            </mrow> 
           </mrow> 
          </msqrt> 
         </mrow> 
        </math></p></td> 
      <td class="custom-top-td acenter" width="38.79%"><p style="text-align:center">1.616 × 10<sup>−35</sup> m</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="33.34%"><p style="text-align:center">Mass Parameter ( 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           m 
         </mi> 
        </math>)</p></td> 
      <td class="acenter" width="27.87%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mfrac> 
           <mn>
             1 
           </mn> 
           <mrow> 
            <mi>
              λ 
            </mi> 
            <msub> 
             <mi>
               ℓ 
             </mi> 
             <mi>
               p 
             </mi> 
            </msub> 
           </mrow> 
          </mfrac> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="38.79%"><p style="text-align:center">6.187 × 10<sup>24</sup> m<sup>−1</sup></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="33.34%"><p style="text-align:center">Amplitude ( 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             ϕ 
           </mi> 
           <mn>
             0 
           </mn> 
          </msub> 
         </mrow> 
        </math>)</p></td> 
      <td class="acenter" width="27.87%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mfrac> 
           <mi>
             ℏ 
           </mi> 
           <mrow> 
            <mi>
              λ 
            </mi> 
            <msub> 
             <mi>
               ℓ 
             </mi> 
             <mi>
               p 
             </mi> 
            </msub> 
            <mi>
              c 
            </mi> 
           </mrow> 
          </mfrac> 
         </mrow> 
        </math></p></td> 
      <td class="acenter" width="38.79%"><p style="text-align:center">2.177 × 10<sup>−18</sup> (dimensionless)</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>The script processes each dataset, applies the scalar field parameters (phi_0, m_scalar) derived from theoretical considerations, and calculates the Root Mean Square (RMS) and Akaike Information Criterion (AIC) for both models. As shown in <xref ref-type="fig" rid="figFigures 1-3">
     Figures 1-3
    </xref>, the scalar field approach closely tracks the observed data, outperforming the simplified quantum model.</p>
  </sec><sec id="s7">
   <title>
    <xref ref-type="bibr" rid="scirp.141729-"></xref>7. Summary of Simulation Results</title>
   <p>
    <xref ref-type="table" rid="table2">
     Table 2
    </xref> summarizes the RMS values (lower is better) for the Scalar Field and Quantum Baseline models on each dataset. The Improvement column indicates how much lower the RMS is (in percent) for the scalar field model, relative to the quantum model. The AIC (Akaike Information Criterion) values are also shown.</p>
   <fig id="fig1" position="float">
    <label>Figure 1</label>
    <caption>
     <title>Figure 1. Comparison for DataExfig3a.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2181252-rId122.jpeg?20250331025955" />
   </fig>
   <table-wrap id="table2">
    <label>
     <xref ref-type="table" rid="table2">
      Table 2
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.141729-"></xref>Table 2. RMS and AIC comparison for scalar field vs. quantum baseline.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="16.68%"><p style="text-align:center">Dataset</p></td> 
      <td class="custom-bottom-td acenter" width="16.66%"><p style="text-align:center">RMS (Scalar)</p></td> 
      <td class="custom-bottom-td acenter" width="21.41%"><p style="text-align:center">RMS (Quantum)</p></td> 
      <td class="custom-bottom-td acenter" width="17.24%"><p style="text-align:center">Improvement</p></td> 
      <td class="custom-bottom-td acenter" width="11.34%"><p style="text-align:center">AIC (Scalar)</p></td> 
      <td class="custom-bottom-td acenter" width="16.66%"><p style="text-align:center">AIC (Quantum)</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="16.68%"><p style="text-align:center">DataExfig3a</p></td> 
      <td class="custom-top-td acenter" width="16.66%"><p style="text-align:center">3.12e−05</p></td> 
      <td class="custom-top-td acenter" width="21.41%"><p style="text-align:center">1.02e−01</p></td> 
      <td class="custom-top-td acenter" width="17.24%"><p style="text-align:center">~99.97%</p></td> 
      <td class="custom-top-td acenter" width="11.34%"><p style="text-align:center">−203.45</p></td> 
      <td class="custom-top-td acenter" width="16.66%"><p style="text-align:center">−150.31</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%"><p style="text-align:center">DataExfig3b</p></td> 
      <td class="acenter" width="16.66%"><p style="text-align:center">2.13e−21</p></td> 
      <td class="acenter" width="21.41%"><p style="text-align:center">9.54e−12</p></td> 
      <td class="acenter" width="17.24%"><p style="text-align:center">~100.00%</p></td> 
      <td class="acenter" width="11.34%"><p style="text-align:center">−490.77</p></td> 
      <td class="acenter" width="16.66%"><p style="text-align:center">−310.56</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%"><p style="text-align:center">DataExfig3c</p></td> 
      <td class="acenter" width="16.66%"><p style="text-align:center">1.83e−20</p></td> 
      <td class="acenter" width="21.41%"><p style="text-align:center">2.19e−11</p></td> 
      <td class="acenter" width="17.24%"><p style="text-align:center">~100.00%</p></td> 
      <td class="acenter" width="11.34%"><p style="text-align:center">−512.10</p></td> 
      <td class="acenter" width="16.66%"><p style="text-align:center">−341.44</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <fig id="fig2" position="float">
    <label>Figure 2</label>
    <caption>
     <title>Figure 2. Comparison for DataExfig3b.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2181252-rId123.jpeg?20250331025955" />
   </fig>
   <fig id="fig3" position="float">
    <label>Figure 3</label>
    <caption>
     <title>Figure 3. Comparison for DataExfig3c.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2181252-rId124.jpeg?20250331025954" />
   </fig>
  </sec><sec id="s8">
   <title>
    <xref ref-type="bibr" rid="scirp.141729-"></xref>8. Conclusions and Outlook</title>
   <p>In summary, the Scalar Field Interaction Theory provides a new deterministic framework that reinterprets the wave-like behavior of photons as an emergent phenomenon resulting from local, oscillatory fluctuations in a scalar field. By rigorously deriving key parameters—such as the effective mass parameter, characteristic amplitude, self-interaction coefficient, and interaction parameter—directly from fundamental constants and integrating the field’s energy over a finite volume, this approach not only replicates the established predictions of quantum mechanics but also offers a path toward substantially reduced RMS errors in fitting experimental data.</p>
   <p>Our analysis demonstrates that:</p>
   <p>• The scalar field oscillates locally with a zero macroscopic average, ensuring that the positive and negative fluctuations cancel out on a large scale while still producing measurable interference effects.</p>
   <p>• The energy associated with these fluctuations is consistently computed by integrating both the gradient and potential contributions over a limited volume, thereby grounding the theory in physical realism.</p>
   <p>• The local definition of the interaction parameter 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       κ 
     </mi> 
    </math> captures both the field’s strength and its spatial gradients, which is crucial for accurately reproducing phenomena like interference and tunneling.</p>
   <p>• All relevant parameters—including 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ϕ 
       </mi> 
       <mn>
         0 
       </mn> 
      </msub> 
     </mrow> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       m 
     </mi> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       α 
     </mi> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       κ 
     </mi> 
    </math>, and the integrated field energy 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       E 
     </mi> 
    </math>—are deterministically recalculated to account for the finite extent and intrinsic fluctuations of the field, leading to results that closely match experimental observations.</p>
   <p>Ultimately, this deterministic scalar field model challenges the conventional reliance on probabilistic interpretations in quantum mechanics and opens up new avenues for achieving unprecedented precision in theoretical predictions. Future research will focus on refining the model, extending its application to other quantum phenomena, and conducting detailed experimental validations to fully establish its advantages over traditional approaches.</p>
  </sec>
 </body><back>
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