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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Using the Three.js library to develop remote physical laboratory to investigate difraction</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Pavlo I. Chopyk</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Vasyl P. Oleksiuk</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Oleksandr P. Chukhrai</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Institute for Digitalisation of Education of the NAES of Ukraine</institution>
          ,
          <addr-line>9 M. Berlynskoho Str., Kyiv, 04060</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Ternopil Volodymyr Hnatiuk National Pedagogical University</institution>
          ,
          <addr-line>2 M. Kryvonosa Str., Ternopil</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <fpage>246</fpage>
      <lpage>259</lpage>
      <abstract>
        <p>The article examines the process of designing and developing a virtual (remote) physics laboratory. The authors have identified the requirements of the laboratory for studying the difraction efect (visibility, accessibility, flexibility and visualization). The ability to set additional working parameters such as measurement error, material types and performance conditions. No additional software is required to carry out laboratory work, only an Internet connection and a browser.). The research analyzes the available digital tools for developing 3D models and ultimately selects the 3D library Theree.js. The researchers then proceed to create a suitable model for representing laboratory objects and processing experimental data. The virtual laboratory enables students to measure the line widths of the difraction pattern when using monochromatic light (red, blue, green). It also enables the solution of the inverse problem, allowing determination and verification of the wavelength. Additionally, students may calculate measurement errors through the virtual laboratory.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;remote physical experiments</kwd>
        <kwd>JavaScript</kwd>
        <kwd>Three</kwd>
        <kwd>js</kwd>
        <kwd>remote lab</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Experiments and laboratory work are an essential part of modern physics education in secondary
schools, colleges and universities. They facilitate learners’ understanding of physical principles.
Laboratory assignments aid students in gaining a better understanding of theoretical concepts by
enabling them to observe the operation of physics principles in the natural world. Additionally,
practical laboratory sessions allow teachers to assess students‘ knowledge and understanding.
Lab exercises also facilitate student acquisition of skills in data manipulation, processing, and
analysis. These skills are valuable not only for the study of physics but also for a wide range
of other fields in science and technology. Laboratory experiments promote critical thinking
and problem-solving and have the potential to stimulate an interest in science. Furthermore,
practical skills are refined through lab work, such as operating scientific apparatus and practical
abilities with potential applications in the real world [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].
      </p>
      <p>
        Currently, remote training is a common practice. Therefore, relevant software has been
developed by many vendors and educators [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Although virtual laboratory work cannot always
substitute traditional laboratory work. It has proven to be essential in certain circumstances
[
        <xref ref-type="bibr" rid="ref3 ref4 ref5">3, 4, 5</xref>
        ]. The versatility ofered by virtual labs allows students to work from any location, at
any time [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. Moreover, it eliminates the potential risks associated with handling dangerous
or costly equipment, which could pose a threat to the safety and well-being of students. This
facilitates the verification of results and the utilisation of modern technology. It is feasible to
replicate experiments and substantiate findings within virtual laboratories. Researchers can
experiment with concepts that are impractical or unfeasible within a conventional laboratory
setting, such as exploring nuclear fission or the Big Bang theory.
      </p>
      <p>The absence of practical experience and restricted engagement of students are drawbacks of
virtual laboratories. Some concepts may have limited comprehension due to a lack of interaction
with physical equipment. Furthermore, students may not adequately develop skills working
with equipment. Therefore, it is advisable to incorporate a combined approach, combining
both practical and virtual modelling. Virtual models aid students’ readiness for laboratory
experiments by facilitating comprehension and application of the material.</p>
    </sec>
    <sec id="sec-2">
      <title>2. The model of a physical remote laboratory</title>
      <p>
        To set up a remote physics laboratory, an educator can make use of readily available software
or create their own. There are some free virtual laboratories such as [
        <xref ref-type="bibr" rid="ref10 ref11 ref12 ref7 ref8 ref9">7, 8, 9, 10, 11, 12</xref>
        ]
• PhET Interactive Simulations from the University of Colorado;
• Physics at School – HTML5-virtual environment ;
• Labster platform;
• CK-12 Interactive Physics for High School;
• Gizmos from Explore Learning.
      </p>
      <p>All of them were created using HTML5, JavaScript, or Java technologies. Significant
disadvantages that prevent the use of existing laboratories are the lack of monitoring of students’
laboratory work, the inability to conduct measurements without displaying the finished results
(in fact, simulations of physical processes are performed), and the perfection of the results,
which does not allow for the assessment of measurement errors.</p>
      <p>We decided to develop our service for running virtual physics labs. This study aims to
systematise the design and development process of creating a remote physics laboratory for
difraction investigation.</p>
      <p>
        Based on the analysis of studies by Holly et al. [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ], Manabe et al. [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ], Shepiliev et al. [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ], Kiv
et al. [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ], Kanivets et al. [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ] we have identified the following requirements for the service
• Visibility. The physical process should be fully visualised with the possibility of interactive
control.
• Accessibility. No additional software is required to carry out laboratory work, only an
      </p>
      <p>Internet connection and a browser.
• Flexibility. The ability to set additional working parameters such as measurement error,
material types and performance conditions.
• Visualisation. The appearance of virtual equipment should be similar to that of real
laboratory equipment.</p>
      <sec id="sec-2-1">
        <title>2.1. The frameworks, engines and libraries to developing physical remote laboratory</title>
        <p>
          To establish remote laboratories, it is essential to carefully choose adequate development tools,
which can include frameworks, engines, and 3D libraries. When considering the comparison of
3D graphics libraries, it is crucial to establish unambiguous standards to evaluate their aptitude
and eficacy. The following are essential criteria to consider when evaluating 3D graphics
libraries:
1. Performance and rendering quality. This criteria assesses the frame rate and rendering
speed of intricate scenes, and the quality of graphics rendered, comprising lighting,
shadows, and textures.
2. Ease of use and learning curve. The criteria are an assessment of the accessibility of
tutorials, documentation, community support and ease of use of the library. It also
includes the intuitiveness of the API and overall developer-friendliness.
3. Flexibility and customization. The assessment of this criterion involves determining the
levels of ability to customize the rendering pipeline, efects and support for various 3D
models, file formats, and asset management.
4. Extensibility and modularity for integrating with other technologies.
5. Feature set and capabilities are evaluated through the availability of essential 3D features
and support for physics simulation, collisions, and particle systems. It also includes
VR/AR support, if needed for the project.
6. Community and ecosystem. This criteria assesses the size, activity of the developer
community, availability of third-party plugins, extensions, or add-ons, and frequency of
updates and ongoing development.
7. Cross-platform compatibility provides for the definition the levels of support for various
web browsers or platforms (desktop, mobile, VR devices), and the performance consistency
across diferent devices and browsers.
8. Integration and interoperability. The criteria are an assessment of the compatibility with
other popular frameworks, libraries, or technologies and ease of integration with existing
workflows, tools, IDEs.
9. Real-time collaboration and deployment are evaluated through support for real-time
collaboration among team members and smooth deployment and hosting options for web-based
3D applications.
10. Project size and loading speed. The criterion defines the impact of the library on the overall
project size. It also includes booting time and eficiency in loading assets and scenes.
11. License and open-source nature is important in terms of material costs for project
development. It involves assessing licensing terms (open-source, commercial, etc.), associated
costs, and availability of a free or trial version for evaluation.
12. Use cases and education adoption This criteria assesses the relevance of the library to
physics education tasks and examples of successful projects or applications built using
the library. The criterion is interdisciplinary. To assess it, there is a demand for training
STEM education specialists who are competent in physics and able to develop and deploy
virtual and augmented reality software [
          <xref ref-type="bibr" rid="ref18">18</xref>
          ].
        </p>
        <p>
          There are some well-known libraries and frameworks that can be used to create 3D graphics
and animations. These include Three.js, Babylon.js, A-Frame and Cannon.js. Based on the
literature reviews by [
          <xref ref-type="bibr" rid="ref14 ref19 ref20">19, 14, 20</xref>
          ] and discussions with practising developers we have conducted
a comparative analysis of these 3D graphics libraries. A 5-point scale was used to evaluate
the criteria (5 points – maximum compliance of the framework with the criterion, 1 point –
minimum compliance of the framework with the criterion). The results of analysis are given in
table 1.
performance and rendering quality
ease of use and learning curve
flexibility and customization
feature set and capabilities
community and ecosystem
cross-platform compatibility
integration and interoperability
real-time collaboration and deployment
project size and loading speed
license and open-source nature
use cases and education adoption
        </p>
        <p>So, we chose the Three.js library to develop a virtual physical laboratory to investigate the
difraction efect.</p>
        <p>The process of designing our virtual laboratory to investigate difraction predicted took place
during such stages.</p>
        <sec id="sec-2-1-1">
          <title>1. Formulation of the physical problem.</title>
          <p>2. Selecting development tools and obtaining the required libraries.
3. The creation and design of a laboratory model.
4. Implementation and testing.</p>
          <p>The difraction grating’s constant, , the distance from the grating to the screen, , and the
difraction order, , are provided. Students are to measure the distance from the centre to the
maximum . From these two distances, they have to determine the angle  . Since the  angle is
small, ( ) ≈ ( ) ≈  (figure 1.) We assume that a plane light wave is normally incident
on the grating.</p>
          <p>There are several steps in the process of conducting an experiment, whether in reality or
virtually.</p>
          <p>1. The difraction spectrum on the screen should be captured accurately. Finally, the
spectrum should be analysed.
2. Position the difraction grating at a specific distance, , from the screen.
3. Calculate the distance , which represents the distance between the center of the line in
the given order’s spectrum and the zero spectrum, as illustrated in figure 1.
4. Employ formula (1) to calculate the wavelength  .</p>
          <p>=  ·</p>
          <p>· 
where  is the distance between the adjacent slits (grating period),  is the difraction
order (an integer).
5. Alter the distance between the screen and the grating repeat step 3.
(1)</p>
        </sec>
      </sec>
      <sec id="sec-2-2">
        <title>2.2. Discussing the design and development of a remote laboratory</title>
        <p>As mentioned above, we chose the Three.js library. Additionally, we employed Bootstrap, an
open-source CSS framework designed for front-end web development. Therefore we have
obtained the necessary libraries, such as three.js-master and bootstrap-dist and uploaded them
to the web-server folder. The virtual laboratory model is shown in figure 2.</p>
        <p>To actually be able to display difraction with three.js, we need to create scene, camera and
renderer. All objects in our virtual lab are placed in a &lt;div&gt; container on the canvas. The
left menu contains the parameters of the laboratory objects such as switching on the lamp,
activating light filters, moving the dynamic screen, changing the camera position, difraction
grating step, moving the pointer position (see figure 3).</p>
        <p>
          There are a few diferent cameras in three.js. We used a PerspectiveCamera. It is designed to
mimic the way the human eye sees [
          <xref ref-type="bibr" rid="ref21">21</xref>
          ]. Based on this mode, 3 camera instances have been
created. They allow the student to see the phenomenon in three modes
1. General view. It shows a view of the equipment for studying difraction in three-dimensional
space.
2. Observation mode. It shows the difraction pattern. This mode allows you to set the
pointer.
3. Distance measurement mode. It provides rulers for measuring distance  from the formula
1.
        </p>
        <sec id="sec-2-2-1">
          <title>The code 1 was used for the creation of a camera.</title>
          <p>Listing 1: Camera creation example
c a m e r a =new THREE . P e r s p e c t i v e C a m e r a ( 4 5 , w e b g l _ w i d t h / w e b g l _ h e i g h t ,
1 , 1 0 0 0 0 ) ;
c a m e r a . p o s i t i o n . s e t ( c a m e r a P o s 1 . px , c a m e r a P o s 1 . py , c a m e r a P o s 1 . pz ) ;
c a m e r a . r o t a t i o n . s e t ( c a m e r a P o s 1 . rx , c a m e r a P o s 1 . ry , c a m e r a P o s 1 . r z ) ;
c a m e r a . name = " Camera1 " ;
s c e n e . add ( c a m e r a ) ;</p>
          <p>
            To create the lighting, we used 3D objects such as PointLight and AmbientLight. The first
one is emitted from a single point in all directions. The second globally illuminates all objects
in the scene equally [
            <xref ref-type="bibr" rid="ref21">21</xref>
            ]. PointLight is used for the lamp, and AmbientLight is the background
lighting for the entire scene.
          </p>
          <p>Then an instance of the WebGLRenderer class was created with parameters such as</p>
          <p>• alpha controls the default opacity value. Its value was set to zero;
• antialias is used to reset the internal WebGL state;
• domElement is a canvas where the renderer draws its output;
• setSize sets dimension of the scene;
The figure 3 displays the menu for the virtual laboratory designed for investigating difraction.</p>
          <p>In order to enable camera movement around a grating, an instance of the OrbitControls
class was instantiated. The properties of this instance determine the maximum and minimum
distance of the dynamic screen and the angle‘s limit of vertical rotation (see code 2).</p>
        </sec>
        <sec id="sec-2-2-2">
          <title>Listing 2: An instance of the OrbitControls class creation example</title>
          <p>c o n t r o l s = new O r b i t C o n t r o l s ( camera , r e n d e r e r . domElement ) ;
c o n t r o l s . m i n D i s t a n c e = 2 ;
c o n t r o l s . m a x D i s t a n c e = 2 5 ;
c o n t r o l s . m a x P o l a r A n g l e = Math . P I / 2 ;
c o n t r o l s . t a r g e t . s e t ( 0 , 4 , 0 ) ;
The scene objects were created by using geometric shapes and importing 3D models.
BoxGeometry was used to create the main objects in the scene. These include the table, ruler, dynamic
screen, stand and difraction grating. It is a geometry class for a rectangular box with a given
width, height and depth. The view of these objects from camera 1 is shown in figure 4.</p>
          <p>
            The materials from which these objects are made were created using the Mesh class. It
represents triangular polygon mesh-based objects [
            <xref ref-type="bibr" rid="ref21">21</xref>
            ]. The instances of the
MeshStandardMaterial class and its extensions MeshPhysicalMaterial and MeshPhongMaterial were used for
creating some materials such as metal (black and silver), glass, plastic and table. For example, a
difraction grating in three dimensions was created using the code in listing 3.
          </p>
        </sec>
        <sec id="sec-2-2-3">
          <title>Listing 3: The code for creating difraction grating</title>
          <p>Other laboratory items were produced similarly, including a colour filter, mobile pointer, and
dynamic screen ruler. They allow students to change the difraction efect and measure the
distance between the centre of the spectral line of a given order and the spectral line at zero
order. To utilize the dynamic screen ruler, employ camera view #3 figure 5.</p>
          <p>We used three groups to create complex objects such as a lamp and a tripod. They combined
graphic primitives and imported images. The code for forming the lamp can be found in the
listing 4.</p>
        </sec>
        <sec id="sec-2-2-4">
          <title>Listing 4: The code for forming the lamp</title>
          <p>{ LampBase . p o s i t i o n . s e t ( 0 , 0 , 0 ) ;</p>
          <p>L a m p V e r t i c a l C y l i n d e r 1 . p o s i t i o n . s e t ( 0 , 1 . 8 , 0 ) ;
L a m p H o r i z o n t a l C y l i n d e r 1 . p o s i t i o n . s e t ( 0 , 3 . 5 8 , 0 ) ;
L a m p H o r i z o n t a l C y l i n d e r 1 . r o t a t i o n . x = 1 . 6 ;
L a m p H o r i z o n t a l C y l i n d e r 1 . r o t a t i o n . x = 1 . 6 ;
L a m p H o r i z o n t a l C o l o r C y l i n d e r . p o s i t i o n . s e t ( 0 , 3 . 5 7 2 , 0 . 2 7 5 ) ;
L a m p H o r i z o n t a l C o l o r C y l i n d e r . r o t a t i o n . x = 1 . 6 ;
GroupLamp . add ( LampBase ) ;
GroupLamp . add ( L a m p V e r t i c a l C y l i n d e r 1 ) ;
GroupLamp . add ( L a m p H o r i z o n t a l C y l i n d e r 1 ) ;
GroupLamp . add ( L a m p H o r i z o n t a l C o l o r C y l i n d e r ) ;
GroupLamp . p o s i t i o n . s e t ( 0 , 1 . 1 5 , − 7 ) ;
}</p>
          <p>The colour filter was created as a Mesh object with the values THREE.BoxGeometry and
THREE.MeshStandardMaterial (see listing 5).</p>
          <p>Listing 5: The code for forming blue filter</p>
          <p>The calcPosSpectr() method computes the distance between the centre of the spectral line
of a given order and the spectral line at zero order for the three colours (red, green, and blue)
utilizing the formula (1). For example, the calculation for the first green line from the left is as
follows (see listing 6)</p>
          <p>Listing 6: The fragment of method for calculation the distance between the spectral lines
f u n c t i o n c a l c P o s S p e c t r ( )
{
v a r e l e m L i n e = GroupDinamLine . g e t O b j e c t B y N a m e</p>
          <p>( ’ D i n a m L i n e L e f t B o x ’ ) ;
v a r w i d t h _ d i n a m _ l i n e = ( g e t W i d t h ( e l e m L i n e ) / 1 5 0 ) ;
v a r PR = ( ( c u r r e n t P o s D i n a m B o x / 1 0 0 0 ) /</p>
          <p>c u r r e n t G r a t t i n g S i z e ) ∗ 1 0 0 0 ;
v a r g l 1 = s p e c t r . rw ∗ 1 ∗ PR ;
}</p>
          <p>The first two lines of the calcPosSpectr() method convert matrix distances into screen
coordinates. The constant 150 is the length of the ruler on the dynamic screen. In code (5), the
variable PR is equal to  , spectr.gw is the width of the first green line.</p>
          <p>
            Students are expected to perform their own calculations, including using cloud-based
platforms such as CoCalc, Maxima, etc [
            <xref ref-type="bibr" rid="ref22 ref23 ref24">22, 23, 24</xref>
            ].
          </p>
          <p>As a result, the difraction efect can be observed in camera #2 (see figure 6). It also allows the
student to measure the position and width of the spectral lines. In addition, boundary conditions
are imposed on the positions of the ruler and pointer to ensure that they do not exceed the
permitted limits. The displacement of the ruler is exactly 1mm. This was achieved by editing
the texture of the ruler itself.</p>
          <p>In the virtual lab, we made sure that the measurement result was not artificially tied to a
particular value of physical quantities. This is why the difraction pattern of the slit on the
screen is slightly blurred. This makes it possible to obtain diferent values of distance during
visual observation and to calculate the measurement error accordingly.</p>
          <p>The real difraction spectrum can be seen in figure 7. As you can see, the image is rather
unclear and it is dificult to determine the position of the spectrum by looking through the
difraction grating. For this purpose, a pointer is provided in the virtual work and it is possible
to switch to the view of camera #3 to measure distances more accurately.</p>
          <p>We compare the results of the virtual and real experiments. When students used a blue
light filter during virtual laboratory work, the following data were obtained: light wavelength
 = 485 ± 12 nm with a relative measurement error of 2.3 %. During work on real equipment,
the light wavelength was  = 472 ± 25 nm with a relative measurement error of 5.3 %. As we
can see, the results within the margin of error coincide and correspond to the wavelength of
blue light.</p>
        </sec>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3. Conclusions</title>
      <p>Developing virtual physics labs is a real problem. Modern digital tools such as frameworks and
programming language libraries make this possible. Based on comparative analysis was selected
one of these tools is Three.js. It is a JavaScript 3D library. In this research, the design and
development of a virtual physics laboratory for studying the efects of difraction using Three.js
was carried out. The lab development process took place in several stages, such as creating
scene, adding camera, creating main instances of classes (WebGLRenderer, OrbitControls),
creating scene objects, and defining methods for calculating distances between spectral lines.
The developed lab can be useful for blended learning in physics at colleges and universities.
It can also be combined with real installations for the study of optics. The disadvantage of
this virtual laboratory is the requirement of the Three.js library for modern hardware of the
student’s or teacher’s device. This can be a limitation when working with older computers.</p>
      <p>Three laboratory virtual works out of five, which are provided by the curriculum of the
"Physics" course covering diferent sections (mechanics, molecular physics and
thermodynamics), were developed using this method. In the future, it is planned to complete the development
of the remaining works and combine them into a single integrated environment. This will allow
students, in addition to performing work, to collect and process experimental data and prepare
reports. We see prospects for further research, such as development of a version of this
laboratory to provide student collaboration and its integration with modern learning management
systems.</p>
    </sec>
  </body>
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    </ref-list>
  </back>
</article>