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class="elementor-background-video-hosted" autoplay muted playsinline loop></video> </div><div class="elementor-element elementor-element-4dab00a6 e-con-full e-flex e-con e-child" data-id="4dab00a6" data-element_type="container"> <div class="elementor-element elementor-element-2e6ba63 elementor-widget elementor-widget-heading" data-id="2e6ba63" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h2 class="elementor-heading-title elementor-size-default">Applications</h2> </div> </div> <div class="elementor-element elementor-element-75c27c81 elementor-widget elementor-widget-heading" data-id="75c27c81" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h1 class="elementor-heading-title elementor-size-default">CFD-DEM Simulations</h1> </div> </div> <div class="elementor-element elementor-element-796210b9 elementor-widget elementor-widget-text-editor" data-id="796210b9" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> Particle-laden systems often require the simultaneous solution of the fluid field, particle fields, and interactions between the two phases. The GPU-based implementation of M-Star CFD software makes large-scale simulations of such systems accessible and practical. </div> </div> <div class="elementor-element elementor-element-1fa1f0ff e-con-full e-flex e-con e-child" data-id="1fa1f0ff" data-element_type="container"> <div class="elementor-element elementor-element-73cfc27 elementor-widget elementor-widget-button" data-id="73cfc27" data-element_type="widget" data-widget_type="button.default"> <div class="elementor-widget-container"> <div class="elementor-button-wrapper"> <a class="elementor-button elementor-button-link elementor-size-sm" href="https://mstarcfd.com/contact/"> <span class="elementor-button-content-wrapper"> <span class="elementor-button-text">Get Started</span> </span> </a> </div> </div> </div> </div> </div> <div class="elementor-element elementor-element-23dad615 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child" data-id="23dad615" data-element_type="container"> </div> </div> </div> <div class="elementor-element elementor-element-2e71f79a e-flex e-con-boxed e-con e-parent" data-id="2e71f79a" data-element_type="container" data-settings="{"background_background":"classic"}"> <div class="e-con-inner"> <div class="elementor-element elementor-element-6a9c7b80 e-con-full e-flex e-con e-child" data-id="6a9c7b80" data-element_type="container"> <div class="elementor-element elementor-element-5f1f72d elementor-widget elementor-widget-heading" data-id="5f1f72d" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h2 class="elementor-heading-title elementor-size-default">Modeling Capabilities for CFD-DEM Simulations </h2> </div> </div> <div class="elementor-element elementor-element-19669eb1 elementor-widget elementor-widget-text-editor" data-id="19669eb1" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> M-Star CFD software was built to run on millions and billions of lattice grid points. This allows you to model complex multiphase solid/liquid systems accurately in time scale relevant to industrial design. </div> </div> </div> <div class="elementor-element elementor-element-69534aca e-con-full e-flex e-con e-child" data-id="69534aca" data-element_type="container"> <div class="elementor-element elementor-element-41fd694d elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list" data-id="41fd694d" data-element_type="widget" data-widget_type="icon-list.default"> <div class="elementor-widget-container"> <ul class="elementor-icon-list-items"> <li class="elementor-icon-list-item"> <span class="elementor-icon-list-icon"> <svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512" fill="none"><g clip-path="url(#clip0_7062_99298)"><path d="M511 233.9C511.6 232.4 511.9 230.9 511.9 229.3C511.9 229 511.9 228.8 511.9 228.5C511.9 214.7 493.7 207.3 487.7 204.8C474.7 199.5 456.2 194.7 432.9 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fill="#2EC99B"></path></g><defs><clipPath id="clip0_7062_99293"><rect width="512" height="512" fill="white"></rect></clipPath></defs></svg> </span> <span class="elementor-icon-list-text">Non-Spherical Particles</span> </li> <li class="elementor-icon-list-item"> <span class="elementor-icon-list-icon"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 108 100"><defs><style> .cls-1 { fill: #2ec99b; } </style></defs><g><g id="Layer_1"><path id="Combined_Shape" class="cls-1" 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</span> <span class="elementor-icon-list-text">Reacting Particles</span> </li> <li class="elementor-icon-list-item"> <span class="elementor-icon-list-icon"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 92 88"><defs><style> .cls-1 { fill: #2ec99b; } </style></defs><g><g id="Layer_1"><path id="Combined_Shape" class="cls-1" d="M58.5,80.4c-15.7,7.3-34.4.4-41.6-15.4-1.9-4.2-2.9-8.8-2.9-13.4,0-5.2,1.3-10.4,3.8-15,.3-.5.7-.9,1.2-1,1.1-.3,2.3.3,2.6,1.4.2.5,0,1.1-.2,1.6-7.2,13.4-2.1,30,11.2,37.2,3.9,2.1,8.3,3.2,12.7,3.3,4,0,8-.9,11.6-2.6-.2-1.1-.4-2.1-.4-3.2,0-8.1,6.5-14.7,14.7-14.8.1,0,.3,0,.5,0,.6-2.2.9-4.5.9-6.8.1-15-12-27.3-27-27.4-4.7,0-9.4,1.2-13.5,3.5-.3.2-.7.3-1,.3-1.2,0-2.1-1-2.1-2.1,0-.8.4-1.4,1.1-1.8,15.1-8.5,34.2-3.1,42.7,12.1,2.7,4.8,4,10.1,4,15.6,0,2.6-.3,5.1-.9,7.6,2.9,1,5.5,2.8,7.3,5.4,4.8,6.5,3.5,15.7-3.1,20.6s-15.7,3.5-20.6-3.1c-.4-.5-.7-1.1-1.1-1.7ZM60.9,73.2c0,5.8,4.8,10.4,10.6,10.4,5.8,0,10.4-4.8,10.4-10.6,0-5.8-4.7-10.4-10.5-10.4-5.8,0-10.5,4.7-10.5,10.6h0ZM2,73.5c0-4.1,3.4-7.5,7.5-7.5s7.5,3.4,7.5,7.5-3.4,7.5-7.5,7.5c-4.1,0-7.5-3.4-7.5-7.5ZM6.1,73.5c0,1.9,1.5,3.4,3.4,3.4s3.4-1.5,3.4-3.4c0-1.9-1.5-3.4-3.4-3.4s-3.4,1.5-3.4,3.4h0ZM77,31.5c0-4.1,3.4-7.5,7.5-7.5s7.5,3.4,7.5,7.5-3.4,7.5-7.5,7.5c-4.1,0-7.5-3.4-7.5-7.5ZM81.4,31.5c0,1.7,1.4,3.1,3.1,3.1,1.7,0,3.1-1.4,3.1-3.1,0-1.7-1.4-3.1-3.1-3.1h0c-1.7,0-3.1,1.4-3.1,3.1h0ZM23.6,32.4c-.8-.8-.8-2,0-2.8.8-.8,2-.8,2.8,0s.8,2,0,2.8c-.4.4-.9.6-1.4.6-.5,0-1-.2-1.4-.6ZM0,22.5c0-5.2,4.3-9.5,9.5-9.5s9.5,4.3,9.5,9.5-4.3,9.5-9.5,9.5c-5.2,0-9.5-4.3-9.5-9.5ZM4.1,22.5c0,3,2.4,5.4,5.4,5.4s5.4-2.4,5.4-5.4c0-3-2.4-5.4-5.4-5.4-3,0-5.4,2.4-5.4,5.4ZM62,11.5c0-6.4,5.1-11.5,11.5-11.5s11.5,5.1,11.5,11.5-5.1,11.5-11.5,11.5c-6.3,0-11.5-5.2-11.5-11.5ZM66.2,11.5c0,4,3.3,7.3,7.3,7.3,4,0,7.3-3.3,7.3-7.3,0-4-3.3-7.3-7.3-7.3-4,0-7.3,3.3-7.3,7.3Z"></path></g></g></svg> </span> <span class="elementor-icon-list-text">Particle Breakup</span> </li> <li class="elementor-icon-list-item"> <span class="elementor-icon-list-icon"> <svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512" fill="none"><path d="M407.9 341.5L378.7 311.5C370.4 303.2 370.3 289.3 378.7 280.9C382.9 276.7 388.3 274.4 393.8 274.4C399.3 274.4 404.7 276.4 408.9 280.5L474.7 346.1C478.7 350.1 481 355.5 481 361.2C481 366.9 478.7 372.3 474.7 376.3L408.9 442C400.6 450.3 387 450.3 378.7 442C370.4 433.7 370.4 421 378.7 412.6L407.9 384.3H380.4C340.6 384.3 290 333.7 231.2 277C183 230.3 122.9 170.7 93.3 170.7H52.4C40.6 170.7 31 161.1 31 149.3C31 137.5 40.7 128 52.4 128H93.3C140.2 128 198.8 186.3 260.9 246.2C301.8 285.7 357.9 341.5 380.4 341.5H407.9ZM474.6 166C478.6 162 480.9 156.5 480.9 150.9C480.9 145.2 478.6 139.8 474.6 135.8L408.8 70.1C404.6 65.9 399.2 63.8 393.7 63.8C388.2 63.8 382.7 65.7001 378.6 69.9001C370.3 78.2001 370.3 91.3 378.6 99.7L407.8 128H380.3C349.3 128 319.5 151 275.2 192.4C266.6 200.5 266.1 214.6 274.2 223.2C282.3 231.8 295.8 231.9 304.4 223.8C333.5 196.6 362.8 170.7 380.3 170.7H407.8L378.6 200.7C370.3 209 370.2 223.3 378.6 231.7C386.9 240.1 400.5 240.1 408.8 231.7L474.6 166ZM31.1 362.9C31.1 374.7 40.7 384.3 52.5 384.3H93.4C128.2 384.3 163.1 358.3 204.9 320.4C213.6 312.5 214.3 298.3 206.4 289.5C202.2 284.9 196.4 282.7 190.6 282.7C185.5 282.7 180.3 285 176.3 288.7C149.6 312.9 116 341.6 93.5 341.6H52.4C40.6 341.5 31.1 351.1 31.1 362.9Z" fill="#2EC99B"></path></svg> </span> <span class="elementor-icon-list-text">Mixing Rules</span> </li> </ul> </div> </div> </div> </div> </div> <div class="elementor-element elementor-element-f7f12a9 e-flex e-con-boxed e-con e-parent" data-id="f7f12a9" data-element_type="container"> <div class="e-con-inner"> <div class="elementor-element elementor-element-27de63ea e-con-full e-flex e-con e-child" data-id="27de63ea" data-element_type="container"> <div class="elementor-element elementor-element-35864e4 elementor-widget elementor-widget-heading" data-id="35864e4" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h2 class="elementor-heading-title elementor-size-default">Latest Resources</h2> </div> </div> <div class="elementor-element elementor-element-24b4b332 elementor-widget elementor-widget-heading" data-id="24b4b332" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h3 class="elementor-heading-title elementor-size-default">See M-Star in action with on-demand webinars, demos and more.</h3> </div> </div> <div class="elementor-element elementor-element-702ee783 elementor-align-center elementor-widget elementor-widget-button" data-id="702ee783" data-element_type="widget" data-widget_type="button.default"> <div class="elementor-widget-container"> <div class="elementor-button-wrapper"> <a class="elementor-button elementor-button-link elementor-size-sm" href="/resources"> <span 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elementor-element-6cf04c9c elementor-widget elementor-widget-heading" data-id="6cf04c9c" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h5 class="elementor-heading-title elementor-size-default">Published in A<span style="text-transform: lowercase">i</span>C<span style="text-transform: lowercase">h</span>E Journal</h5> </div> </div> <div class="elementor-element elementor-element-1f563d04 elementor-widget elementor-widget-heading" data-id="1f563d04" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h4 class="elementor-heading-title elementor-size-default">Predicting NJS using Lattice Boltzmann Simulation</h4> </div> </div> <div class="elementor-element elementor-element-6c34e7dc elementor-widget elementor-widget-text-editor" data-id="6c34e7dc" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> Read how researchers at New Jersey Institute of Technology (NJIT) used M-Star CFD-DEM simulations to understand the physics driving particle suspension in agitated tanks. </div> </div> <div class="elementor-element elementor-element-5f6183c5 elementor-widget elementor-widget-button" data-id="5f6183c5" data-element_type="widget" data-widget_type="button.default"> <div class="elementor-widget-container"> <div class="elementor-button-wrapper"> <a class="elementor-button elementor-button-link elementor-size-sm" href="https://www.sciencedirect.com/science/article/pii/S0009250921009763" target="_blank"> <span class="elementor-button-content-wrapper"> <span class="elementor-button-icon"> <i aria-hidden="true" class="fas fa-angle-right"></i> </span> <span class="elementor-button-text">Read the paper</span> </span> </a> </div> </div> </div> </div> </div> <div class="elementor-element elementor-element-52bf5c90 e-con-full e-flex e-con e-child" data-id="52bf5c90" data-element_type="container" data-settings="{"background_background":"classic"}"> <div class="elementor-element elementor-element-67c162fe e-con-full e-flex e-con e-child" data-id="67c162fe" data-element_type="container" data-settings="{"background_background":"classic"}"> </div> <div class="elementor-element elementor-element-70eb2faf e-con-full e-flex e-con e-child" data-id="70eb2faf" data-element_type="container"> <div class="elementor-element elementor-element-19781c84 elementor-widget elementor-widget-heading" data-id="19781c84" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h5 class="elementor-heading-title elementor-size-default">Video Tutorial</h5> </div> </div> <div class="elementor-element elementor-element-3938e7c0 elementor-widget elementor-widget-heading" data-id="3938e7c0" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h4 class="elementor-heading-title elementor-size-default">Particle Blending and Suspension Modeling</h4> </div> </div> <div class="elementor-element elementor-element-7aafcc0b elementor-widget elementor-widget-text-editor" data-id="7aafcc0b" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> Approaches for modeling two-fluid liquid/solid systems using M-Star particle simulation software. We consider both tracer and inertial particles and illustrate how these simulations can be used to predict residence time distributions, setting, etc. </div> </div> <div class="elementor-element elementor-element-317e10ec elementor-widget elementor-widget-button" data-id="317e10ec" data-element_type="widget" data-widget_type="button.default"> <div class="elementor-widget-container"> <div class="elementor-button-wrapper"> <a class="elementor-button elementor-button-link elementor-size-sm" href="https://docs.mstarcfd.com/1a_Tutorials/particle-blending.html" target="_blank"> <span class="elementor-button-content-wrapper"> <span class="elementor-button-icon"> <i aria-hidden="true" class="fas fa-angle-right"></i> </span> <span class="elementor-button-text">Watch the video</span> </span> </a> </div> </div> </div> </div> </div> <div class="elementor-element elementor-element-a1453cb e-con-full e-flex e-con e-child" data-id="a1453cb" data-element_type="container" data-settings="{"background_background":"classic"}"> <div class="elementor-element elementor-element-42f0c205 e-con-full e-flex e-con e-child" data-id="42f0c205" data-element_type="container" data-settings="{"background_background":"classic"}"> </div> <div class="elementor-element elementor-element-276f758f e-con-full e-flex e-con e-child" data-id="276f758f" data-element_type="container"> <div class="elementor-element elementor-element-46eeaa69 elementor-widget elementor-widget-heading" data-id="46eeaa69" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h5 class="elementor-heading-title elementor-size-default">How-To Guide</h5> </div> </div> <div class="elementor-element elementor-element-3c719633 elementor-widget elementor-widget-heading" data-id="3c719633" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h4 class="elementor-heading-title elementor-size-default">Custom Particle Variables Simulations</h4> </div> </div> <div class="elementor-element elementor-element-4b5e481a elementor-widget elementor-widget-text-editor" data-id="4b5e481a" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> <p>Learn how to use M-Star CFD software to configure custom particle variables to capture hydrodynamic conditions and gain valuable insight into the particles exposure to local fluid conditions.</p> </div> </div> <div class="elementor-element elementor-element-3ee7717b elementor-widget elementor-widget-button" data-id="3ee7717b" data-element_type="widget" data-widget_type="button.default"> <div class="elementor-widget-container"> <div class="elementor-button-wrapper"> <a class="elementor-button elementor-button-link elementor-size-sm" href="https://docs.mstarcfd.com/1b_HowToGuides/Tutorial_Custom_Particle_Variables.html" target="_blank"> <span class="elementor-button-content-wrapper"> <span class="elementor-button-icon"> <i aria-hidden="true" class="fas fa-angle-right"></i> </span> <span class="elementor-button-text">Read the guide</span> </span> </a> </div> </div> </div> </div> </div> </div> </div> <div class="elementor-element elementor-element-8c68284 e-flex e-con-boxed e-con e-parent" data-id="8c68284" data-element_type="container"> <div class="e-con-inner"> <div class="elementor-element elementor-element-d95e79e elementor-widget elementor-widget-template" data-id="d95e79e" data-element_type="widget" data-widget_type="template.default"> <div class="elementor-widget-container"> <div class="elementor-template"> <div data-elementor-type="container" data-elementor-id="3081" class="elementor elementor-3081" data-elementor-post-type="elementor_library"> <div class="elementor-element elementor-element-23ca9fa3 e-flex e-con-boxed e-con e-parent" data-id="23ca9fa3" data-element_type="container"> <div class="e-con-inner"> <div class="elementor-element elementor-element-571022ca e-n-tabs-mobile elementor-widget elementor-widget-n-tabs" data-id="571022ca" data-element_type="widget" data-settings="{"tabs_justify_horizontal":"stretch","horizontal_scroll":"disable"}" data-widget_type="nested-tabs.default"> <div class="elementor-widget-container"> <div class="e-n-tabs" data-widget-number="1460675274" aria-label="Tabs. Open items with Enter or Space, close with Escape and navigate using the Arrow keys."> <div class="e-n-tabs-heading" role="tablist"> <button id="e-n-tab-title-14606752741" class="e-n-tab-title" aria-selected="true" data-tab-index="1" role="tab" tabindex="0" aria-controls="e-n-tab-content-14606752741" style="--n-tabs-title-order: 1;"> <span class="e-n-tab-title-text"> <img decoding="async" src="https://mstarcfd.com/wp-content/uploads/AbbVie_logo-1.svg" width="160px" height="auto"> </span> </button> <button id="e-n-tab-title-14606752742" class="e-n-tab-title" aria-selected="false" data-tab-index="2" role="tab" tabindex="-1" aria-controls="e-n-tab-content-14606752742" style="--n-tabs-title-order: 2;"> <span class="e-n-tab-title-text"> <img decoding="async" src="https://mstarcfd.com/wp-content/uploads/Bristol-Myers_Squibb_logo-1.svg" width="160px" height="auto"> </span> </button> <button id="e-n-tab-title-14606752743" class="e-n-tab-title" aria-selected="false" data-tab-index="3" 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data-settings="{"background_background":"classic"}"> <div class="elementor-element elementor-element-474873d3 e-flex e-con-boxed e-con e-child" data-id="474873d3" data-element_type="container"> <div class="e-con-inner"> <div class="elementor-element elementor-element-1c866853 elementor-widget elementor-widget-heading" data-id="1c866853" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h2 class="elementor-heading-title elementor-size-default">Case Study</h2> </div> </div> <div class="elementor-element elementor-element-1b512917 elementor-widget elementor-widget-heading" data-id="1b512917" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h3 class="elementor-heading-title elementor-size-default">How AbbVie Built Digital Twins to Understand Miscible Fluid Blending</h3> </div> </div> <div class="elementor-element elementor-element-67e9f0cc elementor-widget elementor-widget-text-editor" data-id="67e9f0cc" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> With M-Star CFD software, AbbVie built accelerated digital twins of a physical mixing tank to predict real-time fluid mechanics with a fidelity that rivals experimental data. </div> </div> <div class="elementor-element elementor-element-f17922a elementor-widget elementor-widget-button" data-id="f17922a" data-element_type="widget" data-widget_type="button.default"> <div class="elementor-widget-container"> <div class="elementor-button-wrapper"> <a class="elementor-button elementor-button-link elementor-size-sm" href="https://mstarcfd.com/resources/case-study/how-abbvie-built-digital-twins-to-understand-miscible-fluid-blending/"> <span class="elementor-button-content-wrapper"> <span class="elementor-button-icon"> <i aria-hidden="true" class="fas fa-angle-right"></i> </span> <span class="elementor-button-text">Learn more</span> </span> 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class="elementor-widget-container"> <h2 class="elementor-heading-title elementor-size-default">Case Study</h2> </div> </div> <div class="elementor-element elementor-element-5fab6f1b elementor-widget elementor-widget-heading" data-id="5fab6f1b" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h3 class="elementor-heading-title elementor-size-default">Bristol Myers Squibb Predicts Mass & Oxygen Transfer in Bioreactors </h3> </div> </div> <div class="elementor-element elementor-element-33ec2298 elementor-widget elementor-widget-text-editor" data-id="33ec2298" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> BMS used M-Star CFD to build time dependent, bubble-resolved, two-phase models to investigate the real-time blending, and mass and oxygen transfer in stirred tank bioreactors. </div> </div> <div class="elementor-element elementor-element-2cbca004 elementor-widget 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style="--n-tabs-title-order: 3;" class=" elementor-element elementor-element-1c4d8cce e-con-full e-flex e-con e-child" data-id="1c4d8cce" data-element_type="container" data-settings="{"background_background":"classic"}"> <div class="elementor-element elementor-element-40862ca5 e-flex e-con-boxed e-con e-child" data-id="40862ca5" data-element_type="container"> <div class="e-con-inner"> <div class="elementor-element elementor-element-5549c3bd elementor-widget elementor-widget-heading" data-id="5549c3bd" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h2 class="elementor-heading-title elementor-size-default">Case Study</h2> </div> </div> <div class="elementor-element elementor-element-79c67350 elementor-widget elementor-widget-heading" data-id="79c67350" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h3 class="elementor-heading-title elementor-size-default">How Pfizer Leveraged Digital Twins to Create a Process Scale-Up Roadmap</h3> </div> </div> <div class="elementor-element elementor-element-400c8719 elementor-widget elementor-widget-text-editor" data-id="400c8719" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> Pfizer built digital twins with M-Star CFD to perform lab experiments in silico, accelerating the speed of manufacturing innovation and minimizing the scope of required supporting experimental studies. </div> </div> <div class="elementor-element elementor-element-57c0485a elementor-widget elementor-widget-button" data-id="57c0485a" data-element_type="widget" data-widget_type="button.default"> <div class="elementor-widget-container"> <div class="elementor-button-wrapper"> <a class="elementor-button elementor-button-link elementor-size-sm" href="https://mstarcfd.com/resources/case-study/how-pfizer-leveraged-digital-twins-to-create-a-process-scale-up-roadmap/"> <span 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class="elementor-element elementor-element-26b9dc1c elementor-widget elementor-widget-heading" data-id="26b9dc1c" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h2 class="elementor-heading-title elementor-size-default">Publication</h2> </div> </div> <div class="elementor-element elementor-element-6bced80c elementor-widget elementor-widget-heading" data-id="6bced80c" data-element_type="widget" data-widget_type="heading.default"> <div class="elementor-widget-container"> <h3 class="elementor-heading-title elementor-size-default">Validating Lattice Boltzmann LES for Biopharma Equipment Characterization </h3> </div> </div> <div class="elementor-element elementor-element-74439ac3 elementor-widget elementor-widget-text-editor" data-id="74439ac3" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> Boehringer Ingelheim and the Institute of Multiphase Flows use M-Star CFD to apply transient LB LES to a 3L bioreactor system and compare results to a steady RANS simulation. </div> </div> <div class="elementor-element elementor-element-5b9f434b elementor-widget elementor-widget-button" data-id="5b9f434b" data-element_type="widget" data-widget_type="button.default"> <div class="elementor-widget-container"> <div class="elementor-button-wrapper"> <a class="elementor-button elementor-button-link elementor-size-sm" href="https://mstarcfd.com/resources/guide/validating-lattice-boltzmann-les-for-biopharma-equipment-characterization/"> <span class="elementor-button-content-wrapper"> <span class="elementor-button-icon"> <i aria-hidden="true" class="fas fa-angle-right"></i> </span> <span class="elementor-button-text">Learn more</span> </span> </a> </div> </div> </div> </div> </div> <div class="elementor-element elementor-element-3ed65c12 e-flex e-con-boxed e-con e-child" data-id="3ed65c12" data-element_type="container" data-settings="{"background_background":"classic"}"> <div 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