Best Discrete Element Method (DEM) Software for Enterprise

Metariver Technology Co., Ltd. develops innovative and creative computer-aided engineering (CAE) analysis S/W based upon the most recent HPC technology and S/W technologies including CUDA technology. We are changing the paradigm in CAE technology by using particle-based CAE technology, high-speed computation technology with GPUs, and CAE analysis software. Here is an introduction to our products. 1. Samadii-DEM: works with discrete element method and solid particles. 2. Samadii-SCIV (Statistical Contact In Vacuum): working with high vacuum system gas-flow simulation. 3. Samadii-EM (Electromagnetics) : For full-field interpretation 4. Samadii-Plasma: For Analysis of ion and electron behavior in an electromagnetic field. 5. Vampire (Virtual Additive Manufacturing System): Specializes in transient heat transfer analysis.

LIGGGHTS is an open-source simulation software that employs the Discrete Element Method to model materials composed of particles, particularly emphasizing simulations related to industrial granules and heat transfer. The name LIGGGHTS reflects its foundation on LAMMPS, improved specifically to enhance simulations of general granular materials and their thermal dynamics, thereby broadening the reach of DEM into practical industrial scenarios. This tool is adept at simulating a variety of systems in which the behavior of materials arises from the dynamics, collisions, friction, cohesion, thermal exchange, and interactions among individual particles. It proves beneficial for studying an array of applications, including powders, grains, bulk solids, particulate flows, packed beds, conveyor systems, mixing operations, hopper discharges, and material handling, particularly in contexts where the behaviors at the particle level are significant. Currently, LIGGGHTS is embraced by numerous research institutions and commercial enterprises across the globe, valued for its open-source nature and the adaptability it offers in the simulation of particulate materials. Moreover, its versatility makes it an essential tool in advancing research and development in various fields related to granular systems.

LAMMPS, which stands for Large-scale Atomic/Molecular Massively Parallel Simulator, is a powerful molecular dynamics software tailored for materials modeling. It has the capability to simulate various particle ensembles across liquid, solid, and gas phases, accommodating a diverse range of systems including atomic, polymeric, biological, solid-state, granular, coarse-grained, mesoscopic, and macroscopic forms by utilizing numerous interatomic potentials, force fields, and boundary conditions. Designed for two or three-dimensional simulations, LAMMPS can handle systems ranging from a handful of particles to billions, ensuring efficient performance on parallel computing architectures while also being user-friendly for modifications and extensions. The software incorporates potentials that cater to solid-state materials like metals and semiconductors, soft matter such as biomolecules and polymers, as well as coarse-grained or mesoscopic systems. Additionally, it serves as a versatile tool for modeling atomic interactions or, more broadly, as a parallel particle simulator applicable across atomic, meso, or continuum scales, making it a valuable resource in computational materials science.

Yade is a versatile and open-source framework aimed at discrete numerical modeling, particularly utilizing the Discrete Element Method. The core computational components are developed in C++, leveraging a flexible object model that facilitates the standalone implementation of new algorithms and interfaces. Meanwhile, Python serves as the language for quick and efficient construction of scenes, control of simulations, postprocessing tasks, and debugging processes. This framework is particularly suited for researchers and engineers who require the ability to create, execute, analyze, adjust, and expand particle-based simulations through scripts, interactive commands, graphical interfaces, and reusable simulation elements. Users can construct simulations using specialized generators or directly through Python scripts, offering considerable freedom in developing custom models, importing geometries, reusing code, and managing the entire simulation loop. Each simulation is represented as a scene that encompasses bodies, interactions, and the forces resulting from them, with the bodies characterized by their geometry, material properties, and state variables. Additionally, Yade's architecture promotes collaboration and sharing of advancements within the research community, enabling continuous improvement of simulation techniques.

MercuryDPM is an open-source software designed for conducting discrete particle simulations, enabling the analysis of particle or atom movement through the application of forces and torques from external influences, such as gravitational and magnetic fields, as well as from laws governing particle interactions. In the context of granular particles, these interactions predominantly consist of contact forces, which can include elastic, plastic, viscous, and frictional effects, while molecular simulations may utilize interaction potentials like Lennard-Jones. This software is developed in a robust, object-oriented C++ framework, emphasizing clarity, flexibility, and extensibility to accommodate the needs of researchers and engineers tasked with developing new simulation models. Although primarily focused on granular material applications, MercuryDPM is designed to be versatile enough to handle various particle-based systems and accommodate long-range interaction scenarios. Users are supported by comprehensive documentation that walks them through the processes of installation, executing simulations, visualizing results, analyzing data, and creating custom MercuryDPM codes tailored to simulate their specific systems of interest. Overall, MercuryDPM represents a valuable tool for advancing the understanding of particle dynamics across a range of scientific fields.

MFiX, which stands for Multiphase Flow with Interphase eXchanges, serves as an open-source solver designed for multiphase flow and is recognized as NETL’s primary suite of computational fluid dynamics tools for simulating reacting multiphase flows. It has established itself as a benchmark for the comparison, implementation, and assessment of constitutive models in multiphase flow scenarios and has been utilized across a wide variety of multiphase flow devices and industrial applications. Offering various modeling techniques, MFiX includes the Two-Fluid Model, Discrete Element Model, Coarse-Grained Particle DEM, Superquadric Particle DEM, Glued-Sphere Particle DEM, Particle-in-Cell model, hybrid approaches, and a dedicated single-phase solver tailored for granular flows. These advanced models enable the simulation of numerous systems such as gasifiers, circulating fluidized bed combustors, fluidized beds, fluid catalytic crackers, and chemical looping combustion systems, addressing complex interactions involving hydrodynamics, heat transfer, species transport, and various chemical reactions. As a result, MFiX contributes significantly to the understanding and optimization of these intricate processes in both research and industrial settings.

Ansys Rocky is an advanced discrete element method simulation solution designed to help engineers accurately model particle behavior in complex industrial processes. The software specializes in analyzing granular materials and particle interactions using highly realistic representations of particle shapes, sizes, and physical properties. With multi-GPU acceleration, Ansys Rocky can process large particle counts efficiently, allowing users to tackle computationally demanding simulations with faster turnaround times. The platform supports sophisticated physics models, including wear analysis, particle breakage, cohesion effects, fluid-particle interactions, and multiphysics simulations. Integration with Ansys Fluent and other engineering tools enables users to combine DEM, CFD, and structural analysis for deeper insight into system performance. Engineers can import 3D scans, simulate non-spherical particles, and model fibers and shell-based materials with high accuracy. The software is used in industries such as manufacturing, mining, pharmaceuticals, agriculture, energy, and consumer products where particle flow behavior plays a critical role. Automation and scripting capabilities help streamline workflows and reduce manual setup effort. By providing detailed insight into particle dynamics and equipment interactions, Ansys Rocky supports better engineering decisions and faster product innovation.

Simcenter EDEM is an advanced tool utilizing the Discrete Element Method to simulate bulk materials and particles, providing engineers with essential insights into the interactions of granular substances with handling equipment under various operational and processing scenarios. It effectively models and evaluates the dynamics of materials such as coal, minerals, soils, fibers, grains, tablets, powders, rocks, and crops. With a wide array of pre-existing, calibrated material model libraries for rocks, ores, soils, and powders, users can quickly begin their simulations, while the validated physics models accommodate a variety of material behaviors, including dry, sticky, and compressible types. Furthermore, Simcenter EDEM excels at simulating intricate, large-scale particle systems that can consist of millions of particles, offering rapid and scalable computing capabilities on CPU, GPU, and multi-GPU configurations. This versatility makes it an invaluable resource for engineers seeking to optimize the handling and processing of granular materials across diverse industries.

PFC, which stands for Particle Flow Code, is a versatile distinct-element modeling tool offered in both two-dimensional and three-dimensional versions, known as PFC2D and PFC3D. This framework is engineered to replicate synthetic granular and solid materials by treating them as assemblies composed of rigid particles of varying sizes, which can include shapes like disks, spheres, and various forms of polyhedra. Its design affords an effective and adaptable approach to simulating the dynamics, interactions, fragmentation, flow, deformation, and failure of particle systems in fields such as geomechanics, mining, civil engineering, materials processing, and industrial design. Notably, PFC excels in scenarios where material behavior is dictated by interactions at the particle level, such as contact mechanics, bonding, friction, rearrangement, fracture, and flow, rather than relying on a continuous material mesh. Users have the capability to model bonded materials, including types like rock, concrete, or cemented soil, as well as unbound granular substances such as sand, gravel, ballast, ore, powders, and small grains. This broad applicability makes PFC an invaluable resource for researchers and engineers working with complex material behaviors.

Bulk Flow Analyst serves as a Discrete Element Method (DEM) simulation tool tailored for engineers seeking to assess and enhance the flow of bulk materials in transfer chutes and conveyor systems. Created by engineers who possess in-depth knowledge of transfer chute design, this software aims to simplify DEM simulations, allowing users to concentrate on the performance of the chutes rather than getting bogged down by intricate DEM settings. The tool is capable of simulating various transfer challenges involving bulk materials traversing through chutes, hoppers, feeders, conveyor transfer points, and other related material-handling devices. It enables designers to visualize and assess how particles flow, collide, accumulate, discharge, and interact with their surroundings under varying operational conditions. By utilizing DEM, the software assists in addressing complex conveyor design issues, such as flow dynamics, chute blockages, wear on belts and chute surfaces, dust generation, material spillage, degradation, and impact behavior, thus providing a comprehensive solution for engineers in the field. Additionally, it helps to ensure that material handling systems operate efficiently, minimizing possible disruptions and enhancing overall productivity.

Aspherix is an advanced platform utilizing the Discrete Element Method to replicate the behavior of particles in various systems, facilitating precise process modeling for both industrial and research uses. This platform encompasses a full suite of DEM simulation tools that enable the examination of granular materials, powders, bulk solids, cohesive particles, polydisperse materials, and particle interactions in a multitude of environments and processes. Users of Aspherix benefit from robust control over simulation data, the ability to integrate information from different sources, and support for comprehensive analysis across diverse formats, which ultimately aids teams in streamlining operations and fostering product innovation through data-centric simulations. Featuring intuitive dashboards and real-time analytics, the platform empowers engineers to transition from intricate particle dynamics to swift and actionable insights, enhancing decision-making and efficiency in their projects. With its user-oriented design, Aspherix not only simplifies complex simulations but also encourages collaboration among team members, allowing for a more cohesive approach to problem-solving.

Ansys Fluent stands out as the premier fluid simulation software, distinguished by its cutting-edge physics modeling features and unmatched precision. By utilizing Ansys Fluent, you can dedicate more time to innovation and enhancing product efficiency. This software is backed by extensive validation across diverse applications, ensuring you can rely on its simulation outcomes. With Ansys Fluent, creating sophisticated physics models and evaluating various fluid dynamics phenomena is seamless within a user-friendly and customizable interface. This robust simulation tool significantly expedites your design process, allowing for quicker iterations and improvements. Boasting top-tier physics models, Ansys Fluent can effectively and accurately tackle intricate, large-scale simulations. The software unveils new possibilities for computational fluid dynamics (CFD) analysis. Additionally, its rapid pre-processing capabilities and swift solving times empower you to be the quickest in bringing your products to market. Fluent's unmatched features foster boundless innovation while maintaining a steadfast commitment to precision and reliability. Ultimately, Ansys Fluent not only enhances your design capabilities but also positions you ahead of the competition in a fast-paced industry.

Ansys LS-DYNA stands out as the leading explicit simulation software widely utilized for various applications, including drop testing, impact analysis, penetration scenarios, collisions, and ensuring occupant safety. Renowned as the most extensively used explicit simulation tool globally, Ansys LS-DYNA excels in modeling the behavior of materials subjected to brief yet intense loading conditions. Its comprehensive suite of elements, contact formulations, and material models enables the simulation of intricate models while allowing precise control over every aspect of the issue at hand. The software offers a broad range of analyses, boasting rapid and effective parallel processing capabilities. Engineers can investigate simulations that involve material failure, examining how such failures evolve through components or entire systems. Additionally, LS-DYNA adeptly manages models with numerous interacting parts or surfaces, ensuring that the interactions and load transfers between complex behaviors are accurately represented. This capability makes LS-DYNA an invaluable tool for engineers facing multifaceted simulation challenges.

Simcenter STAR-CCM+ is an advanced multiphysics computational fluid dynamics (CFD) software that enables the simulation of products in conditions that mimic real-life scenarios. This software stands out by incorporating automated design exploration and optimization into the CFD toolkit accessible to engineers. With a unified platform that encompasses CAD, automated meshing, multiphysics CFD capabilities, and advanced postprocessing, it empowers engineers to thoroughly investigate the entire design landscape, facilitating quicker and more informed design choices. By leveraging the insights offered by Simcenter STAR-CCM+, the design process becomes more strategic, ultimately resulting in innovative products that surpass customer expectations. Enhancing a battery's performance across its complete operating spectrum is a complex endeavor that necessitates the concurrent optimization of various parameters. In this context, Simcenter delivers a comprehensive simulation environment tailored for the analysis and design of electrochemical systems, fostering a deeper understanding of their behavior. This holistic approach allows engineers to tackle intricate challenges with confidence and precision.

Currently, engineering teams frequently rely on specialized simulation tools from various vendors to assess different design characteristics, which can lead to inefficiencies and higher costs due to the use of multiple software solutions. To address these challenges, SIMULIA offers a comprehensive suite of cohesive analysis products that enable users with varying levels of simulation knowledge and expertise to collaborate effectively while sharing simulation data and approved methodologies without compromising information integrity. The Abaqus Unified FEA product suite provides robust and comprehensive solutions for both standard and advanced engineering challenges, catering to a wide range of industrial applications. In the automotive sector, engineering teams can analyze complete vehicle loads, dynamic vibrations, multibody systems, impact and crash scenarios, nonlinear static situations, thermal interactions, and acoustic-structural relationships, all while utilizing a unified model data structure and integrated solver technology. This seamless integration enhances collaboration and improves the overall efficiency of the engineering process, allowing teams to innovate more rapidly.

iGRAF is a comprehensive simulation tool that integrates powder and multiphase flow dynamics, effectively bridging the gap between these two domains. This innovative solution is tailored to accurately replicate a diverse array of powder behaviors while setting new benchmarks in simulation technology. With its advanced DEM-CFD solver, iGRAF provides users with the capability to perform precise analyses of both single-phase and multiphase flows, thereby enhancing the understanding of particle-fluid interactions within a unified platform. The tool's dynamic geometry control features allow for translations, rotations, vibrations, and customizable motion, enabling teams to effectively capture the intricate dynamics of complex systems. Additionally, it incorporates validated models for liquid bridging and van der Waals forces to evaluate the effects of moisture and adhesion on particle behavior, with its liquid bridge force model confirmed for moisture levels of up to 15%. Furthermore, iGRAF employs the Signed Distance Function along with the Immersed Boundary Method to adeptly identify and manage arbitrary solid geometries, ensuring flexibility in various applications. This versatility makes iGRAF an invaluable asset for researchers and engineers working with complex multiphase systems.

XPS, short for eXtended Particle Simulations, represents an advanced Discrete Element Method simulation tool crafted by RCPE and made available worldwide by InSilicoTrials, specifically tailored for high-precision particle-based process simulations. This software is particularly focused on the pharmaceutical sector, enabling accurate forecasting of powder and granular material behavior, which aids teams in gaining insights, enhancing predictions, and managing pharmaceutical unit operations more effectively. Utilizing sophisticated contact models, XPS characterizes the flow dynamics of granular materials and employs highly parallel algorithms that are fine-tuned for contemporary GPUs, thereby expediting simulations involving as many as 100 million particles. By providing unparalleled detail in process configuration assessments, XPS empowers pharmaceutical engineers to navigate decision-making spaces virtually, significantly curtail the need for expensive and lengthy physical experiments, and bolster data-driven approaches to process development. As a result, this innovative software not only streamlines operations but also fosters a deeper understanding of material behaviors within pharmaceutical manufacturing environments.

Particleworks is a cutting-edge particle-based software designed for computational analysis and fluid dynamics, specifically for simulating liquid and multiphase flows through the innovative Moving Particle Simulation technique. Its unique mesh-less solver, combined with an easy-to-navigate interface, ensures that even intricate geometries with dynamic components such as gear systems, electric motors, and internal combustion engines can be simulated quickly and efficiently. In contrast to traditional mesh-dependent CFD approaches, Particleworks automatically divides the fluid domain using particles, which simplifies the analysis of various phenomena like free-surface flow, splashing, and sloshing, while also facilitating the study of mixing, lubrication, cooling, oil behavior, water interactions, and the characteristics of highly viscous fluids. Additionally, the software offers a comprehensive graphical user interface that streamlines the entire process from model setup and simulation execution to result visualization and performance assessment, making it an invaluable tool for engineers engaged in fluid dynamics. With its ability to handle complex simulations effectively, Particleworks empowers users to tackle a wide range of industrial applications with confidence.

RecurDyn is a versatile engineering software that specializes in simulating Multi-Body Dynamics across various disciplines. By integrating traditional rigid multibody dynamics with advanced finite element methods, it effectively models both rigid and flexible bodies, a process termed Multi Flexible Body Dynamics. This software is adept at analyzing the dynamic performance of mechanical systems that involve motion, incorporating elements such as joints, constraints, contact points, flexible components, and complex interactions among parts. Its sophisticated solver technology adeptly tackles the differential algebraic equations that govern multibody systems, merging motion equations with algebraic expressions for joint constraints. Furthermore, RecurDyn offers a comprehensive modeling environment tailored for MBD, featuring rapid solvers, extensive post-processing capabilities, animation tools, and graphing functions to assess the motion, loads, stresses, deformation, and overall efficiency of mechanical assemblies. Additionally, the software's user-friendly interface allows engineers to visualize and optimize their designs effectively.