Alternatives to Analytic Solver

SPEC Innovations' model-based systems engineering solution is a great way to help your team reduce time to market, cost, and risk for even the most complex systems. This on-premise or cloud application uses a modern web browser with an intuitive graphical user interface. Innoslate's full lifecycle capabilities also include: * Management of Requirements * Documents Management * Modeling * Discrete Simulator * Monte Carlo Simulator * Views and Models from the DoDAF * Database Management * Test Management, including full reports, status updates, and results. * Real Time Collaboration

Optimize and simulate in your desktop, Web, or mobile application. You can use the same high-level objects, such as Problem, Solver and Variable, Function, collections, properties, and methods in different programming languages. Web Services WS* standards allow remote clients to access the same object-oriented API "over-the-wire" via Web Services WS* standards. This is available in PHP, JavaScript and C#, as well as other languages. Conventional calls can be used by procedural languages to correspond to the Object-Oriented api's properties and methods. All types of programming are included: linear and quadratic programming, mixed integer programming, global optimization, smooth nonlinear optimizing, global optimization, non-smooth evolutionary, and tabu search. The best optimizers in the world, including Gurobi™, MOSEK™, and XPRESS™, for linear, quadratic, and conic models, to KNITRO™, QP, and GRG methods for notlinear models, "plug into" SolverSDK. Create sparse DoubleMatrix objects with 1,000,000 rows and columns.

TIMi allows companies to use their corporate data to generate new ideas and make crucial business decisions more quickly and easily than ever before. The heart of TIMi’s Integrated Platform. TIMi's ultimate real time AUTO-ML engine. 3D VR segmentation, visualization. Unlimited self service business Intelligence. TIMi is a faster solution than any other to perform the 2 most critical analytical tasks: data cleaning, feature engineering, creation KPIs, and predictive modeling. TIMi is an ethical solution. There is no lock-in, just excellence. We guarantee you work in complete serenity, without unexpected costs. TIMi's unique software infrastructure allows for maximum flexibility during the exploration phase, and high reliability during the production phase. TIMi allows your analysts to test even the most crazy ideas.

An analytics-driven, simulation based digital twin is a connected virtual replica of an in service physical asset. It takes the form of an integrated multidomain simulation that simulates the asset's life and experience. Hybrid twins are a way to optimize industrial asset management and system design, optimization, and predictive maintenance. Ansys Twin Builder can help you increase top-line revenue, reduce costs, and maintain a competitive edge. Ansys Twin Maker allows you to quickly create a digital replica of an existing asset. This allows for better lifecycle management and predictive maintenance, which can help you maintain a competitive edge.

Vensim®, the software of choice of thousands of analysts and consultants worldwide, is used to build high-quality simulations in business, scientific and environmental systems. Vensim integrates a powerful set of tools to develop, test, interpret, and distribute models. These tools include cause and effect diagramming, graphical or textual model constructions, easy reproductions of model structure by using subscripts and arrays, Monte Carlo sensitivity analyses, optimization, data management, and application interfaces. Additional features allow for advanced model resolution and fidelity. Vensim uses patented techniques for error detection, prevention, and rapid understanding of complex results.

Tidy3D, Flexcompute's ultrafast electromagnetic solver (EM), is a fast and accurate electromagnetic solver. The solver uses the finite-difference-time-domain (FDTD). Tidy3D's simulations are orders of magnitude faster thanks to the highly optimized codesign of software and hard-ware. You can solve problems up to hundreds of wavelengths in size with the lightning-fast speed.

ProModel is a discrete event simulation technology that can be used to plan, design, and improve existing manufacturing, logistics, and other operational systems. It allows you to accurately model real-world processes including their inherent variability, interdependencies, and potential changes. Optimize your system to meet your key performance indicators. From CAD files, process or values stream maps or Process Simulator models, create a dynamic, animated computer model that represents your business environment. You can clearly see and understand the current policies and processes in action. Use the model to brainstorm possible changes and to create scenarios to test them. You can run different scenarios and compare the results in the Output Viewer, which is built with the latest Microsoft®, WPF technology.

Simpack is a general multibody simulation (MBS), which allows engineers and analysts to simulate non-linear motions of any mechanical or mechatronic systems. Simpack allows engineers to create and solve virtual 3D models to simulate dynamic motion, coupling forces, and stresses. Simpack is used in the automotive, engine and HIL/SIL/MIL sectors. However, it can also be applied to other branches of mechanical engineering. Simpack simulation software is especially well-suited for high frequency transient analysis, even in the acoustic range. Simpack was originally designed to handle complex nonlinear models with flexible bodies, and severe shock contact.

Your designs can be tested under real-world conditions to improve product quality and reduce prototyping and testing costs. SOLIDWORKS®, Simulation is a simple-to-use suite of structural analysis tools that uses Finite Element Analysis to predict a product’s real-world physical behavior. This can be done by virtually testing CAD models. The portfolio offers dynamic, static, and linear analysis capabilities. SOLIDWORKS Simulation Professional allows you to optimize your design, determine product mechanical resist, product durability, and test heat transfer instabilities and buckling instabilities. It can also perform multi-physics sequential simulations. SOLIDWORKS Simulator Premium allows you to efficiently evaluate your designs for dynamic response, nonlinear, and composite materials. SOLIDWORKS Simulation Premium offers three advanced studies: Nonlinear Dynamic, Linear Dynamics, and Non-Linear Static.

FlexSim allows you to answer any question about your company with accuracy. It is a powerful simulation tool that was built from the ground up to make simulation simple and easy without sacrificing any functionality or visual appeal. With drag-and-drop controls, easy-to-use features, you can create stunning, detailed models that produce results but make an impact like charts or spreadsheets.

Ansys Lumerical FDTD, the gold-standard in modeling nanophotonic devices and processes, is the Ansys Lumerical FDTD. The integrated design environment allows for scripting, advanced post-processing and optimization routines. This finely tuned implementation delivers the best-in-class solver performance across a wide range of applications. The integrated design environment allows you to focus on your design while we take care of the rest. Flexible and customizable models and simulations are possible with a variety of benefits. Ansys Lumerical FDT Models nanophotonic devices, processes, and materials so that you can concentrate on creating. Lumerical FDTD, the gold-standard in modeling nanophotonic devices and processes, is the Lumerical FDTD. This carefully crafted implementation of the FDTD method provides reliable, powerful, and scalable solver performance across a wide range of applications.

Through a reseller agreement with Powersim Software AS, Powersim Solutions offers the most popular system dynamics simulation software, Powersim Studio™. Powersim Software offers a wide range of simulation tools to help you build simulations, run in-depth analyses, and distribute solutions. The following four categories are the main products of Powersim Software. Powersim Software offers simulation tools that can be used to build simulations, run in-depth analyses, optimize, and even risk analyzes. There are many products that will suit your needs. Studio Developer Tools enable programmers to integrate simulations into custom-designed software applications or to distribute custom-made simulations. Powersim Software offers end-user tools that allow you to run detailed analyses based upon simulations created with Powersim Studio Premium.

Engineering groups are using niche software tools from different vendors to simulate product attributes. Multi-vendor software products can lead to inefficiencies and increase costs. SIMULIA offers a scalable suite unified analysis products that allows all users, regardless their simulation expertise or domain focus to collaborate seamlessly and share simulation data and approved methods without losing information fidelity. Abaqus Unified FEA offers powerful and complete solutions to complex engineering problems across a wide range of industrial applications. Automotive industry engineering groups can consider full vehicle loads, dynamic vibrations, multibody systems and impact/crash using a common model structure and integrated solver technology.

You can take the guesswork out your decision-making. Arena software allows you to move confidently. Simulation software creates a digital twin from historical data. This is then compared against your actual system's results. Arena™, Simulation Software uses the discrete-event method for most simulation tasks, but you'll see that the tool covers areas in flow and agent based modeling. To optimize performance, evaluate potential approaches. Key metrics such as throughput, costs, cycle times and equipment utilization can help you understand the system's performance. Before making major capital or resource expenditures, you can reduce risk by rigorous simulation and testing process changes. Assess the impact of uncertainty on system performance. Run "what-if" scenarios to evaluate proposed process changes.

Modelon's OPTIMICA Compiler Toolkit is the most powerful Modelica-based mathematical engine available. It allows users to automate, simulate, and optimize system behavior throughout the model-based design process. OPTIMICA is the compiler for Modelon's Impact. It allows users to create multi-domain physical systems using thousands of model components. OPTIMICA's state of the art solvers enable evaluation of complex physical system - supporting both transient simulations and steady-state computations as well dynamic optimization. The sophisticated mathematical engine can simplify and manipulate models to improve performance and robustness. This engine is used in a variety of industries and applications, including automotive, active safety, energy and power plant optimization. Start-up optimization of thermal power plant is essential to meet the increasing demand for power regulation in today's energy market.

Corporate trainers and professors at business schools rate dynamic simulations as the best method of experiential learning. Our simulations have been proven to be useful in revealing the connections between strategy, operating decisions, and performance outcomes. The simulation can also be used as a practice area for improving skills in observing, assessing, and engaging in productive conversations. Business simulations should be as close as possible to the real world in order to provide the best management learning experience. Our simulations are built using dynamic simulation modeling platform that captures non-linear relations, time delays, causal relationships and causal relationships to realistically assess the effects of team decisions on business outcomes.

Working Model is the most popular motion simulation product in the entire world. Use powerful analytical tools to confirm your design. Optimize designs before creating physical prototypes by using the "run-analyze - refine" process. Reduce the time required for physical prototyping. The simulation environment is yours to control. You can quickly build, run, and refine simulations using pre-defined constraints and objects. You can pause, stop, reset, single-step or pause the simulation at anytime. Measure force, torque, acceleration and other parameters to analyze your latest design. Any object can be acted upon. View output in vectors, numbers, and graphs in English and metric units. Import 2D CAD drawings into DXF format. You can import equations, sliders, and DDE links to Excel and MATLAB. You can create bodies and specify their mass properties, initial velocity, and electrostatic charge. To optimize simulations and document models, run or edit scripts. Attach pictures to create visually appealing presentations.

Your team can deliver AI-based business solutions efficiently at scale. Machine learning that is cloud-based, comprehensive and no-code. Accelerate team production. Capture actionable insights efficiently. Use your data to predict and optimize behavior. Rapidly scale models and put them into production. Gurobi Optimizer makes it possible to tackle the most difficult problems. LityxIQ, a powerful and easy-to-use AutoML platform for all your team members, was created by data scientists. It is a cloud-based SaaS that integrates seamlessly with your existing tools, including data lakes, data warehouses, and source data platforms. It also integrates easily with leading visualization tools, as well as other systems, data lakes, data warehouses, and other systems. You can tackle even the most difficult analytics jobs thanks to the world's fastest solution provider. Our Solution Accelerators capability improves efficiency and reduces time to value.

Ansys Maxwell solves EM fields for electric machines, transformers and wireless charging. It also works with actuators, permanent magnet latches and other electrmechanical devices. It can solve static, frequency-domain, and time-varying electric fields. Maxwell also offers specialized interfaces for power converters and electric machines. Maxwell allows you to precisely characterize the transient, nonlinear motion of electromechanical components as well as their effects on the drive circuit design and control system design. Maxwell's electromagnetic field solvers can be seamlessly linked to the integrated circuit or systems simulation technology to enable you to understand the performance of electromechanical system before you build a prototype in hardware. Maxwell provides a reliable simulation of low-frequency electromagnetic field in industrial components.

Simcad Pro allows you to visualize, analyze, and optimize process flow systems within an interactive simulation modeling environment. Optimize, plan, optimize, and reorganize processes and procedures, while optimizing layouts, automation, scheduling, and facility improvement. Simcad Pro integrates historical and live data to offer the best simulation tool on the marketplace. Multiple industries can use these applications, including manufacturing, automation and logistics, distribution warehouse, food & beverage, and services. Multi-Threaded – 64 bit Engine Simulator-on-the-fly - You can make real-time modifications to the model as the simulation is running. You can animated the model in 3D, 2D, and VR using Ray Tracing, light effects, and shadows. Singular model building environment. Smart, Spatially Aware Agents. Sub-Flows. Collision Avoidance. Real-Time Connectivity. Spaghetti Diagrams and Congestion Analysis, Heat Maps Efficiency, OEE. Extensive reporting and analysis tools. Scenario Analyzer.

FEATool Multiphysics – "Physics Simulator Made Easy" – a fully integrated physics simulation, FEA and CFD toolbox. FEATool Multiphysics provides a fully integrated simulation platform that includes a unified user interface for several multi-physics solvers such as OpenFOAM and Computational fluid dynamics (CFD), including SU2 Code and FEniCS. This allows users to model coupled physics phenomena, such as those found in fluid flow and heat transfer, structural, electromagnetics acoustics and chemical engineering applications. FEATool multiphysics is a trusted tool for engineers and researchers in the energy, automotive and semi-conductor industries.

Optimized sensor design results in a 36% reduction in the product's power consumption. Acceleration of their R&D efforts through the ability to simultaneously test hundreds upon hundreds of sensor components and design variations. The ability to find design flaws in just hours, rather than weeks, which reduces the time-to market for new products. Its cutting-edge algorithms are integrated in a simple, intuitive user interface to allow for the easy design of great touch screen products. Fieldscale solvers allow for complex simulations. You can perform thousands, if not millions, of calculations and run multiple scenarios to get the results in a single day. Fieldscale finally makes it possible to realize optimal design faster than your competitors.

Simcenter MAGNET provides a powerful electromagnetic simulation solution to predict the performance of motors and generators. It can also be used for predicting the performance of sensors, transformers. actuators, solenoids or any other component with permanent magnets. Simcenter MAGNET allows you to predict the performance of any part with permanent magnets or coils. Simulate low-frequency electromagnetic fields. Simcenter MAGNET has the ability to accurately model electromagnetic devices. This includes the ability to model manufacturing processes, temperature-dependent material properties, magnetization and de-magnetization modeling, and vector hysteresis models among others. Simcenter MAGNET also has a built-in motion solver with a six-degree-of-freedom capability. It allows complex problems such as magnetic levitation and complex motions to be accurately modelled and analyzed. A unique smart remeshing technology makes this possible.

Simulistics is a distributor of Simile, modelling, and simulation software for complex dynamic system in the earth, environment, and life sciences. To represent the interactions within these systems, we use unique logic-based declarative modeling technology. Simile makes modeling easier for scientists. Simile makes it easier to create models, share them more quickly, and maintain them more efficiently. Object-based representation for handling disaggregation as well as individual-based modeling. For fast execution, auto-generated C++ model codes. Modules that plug-and-play, allowing modular modeling, can be extracted and used individually. Plug-in displays allow you to create graphics that are specific to your field. Declarative model representation makes it easy to manipulate the model in complicated ways.

Energy2D, a multiphysics simulation program based on computational physics and combining particle dynamics, models all three modes for heat transfer: conduction, convection and radiation. Energy2D runs fast on most computers, eliminating the need to switch between preprocessors and solvers and postprocessors that are usually required for computational fluid dynamics simulations. It allows you design "computational experiment" to test a hypothesis or solve a problem in engineering without resorting complex mathematics. There are also plans to support different fluid types and incorporate other types energy transformations. Energy2D's conduction is very accurate, but its convection and radioactivity parts are not. Energy2D should therefore be considered qualitative in cases involving convection and/or radiation. Energy2D has been used in more than 40 scientific publications.

You can create vast worlds, complex characters, or dazzling effects. Engaging animation tools can bring life to believable characters. Maya®, a Maya®, software, allows you to create 3D objects and scenes. You can create realistic effects, from explosions to cloth simulation. You can quickly create blockbuster-worthy effects with a new visual programming environment that uses dynamic solvers. Bifrost Graph Editor allows you to create custom graphs. With ready-to-use graphs, you can create stunning effects such as snow and sand, dust storms, and explosions. Arnold can render your most complicated projects. Arnold is designed to handle complex characters, lighting, and scenery. Arnold integrates with Maya so you can quickly see high-quality previews of Arnold and make changes. Arnold's intuitive, artist-friendly interface and simple controls will help you save time.

OnScale is the original Cloud Engineering Simulation platform. It combines multiphysics solver technology and the unlimited compute power of cloud supercomputers to create a powerful platform for Cloud Engineering Simulation. OnScale allows engineers to run large numbers of full 3D multiphysics simulaions simultaneously. This allows them to create digital prototypes of high-tech devices. These digital representations can be used to capture the entire behavior of the device within its operating envelope. OnScale Solve is a cloud-based engineering simulation that provides a powerful, easy-to-use, and effective experience. OnScale Solve can run on both public and private cloud supercomputers. It includes a web-based UI, API to integrate into any design workflow, scripting language to customize engineering simulations and plugins to improve its modeling capabilities. OnScale Solve provides engineers with the ability to simulate data and train advanced AI/ML algorithms.

Machine learning and advanced analytics can be used to reduce operational risks and costs. Digital twins are an integral part of digital transformation. They can create a precise virtual replica of physical assets and objects to increase productivity, streamline operations, and increase profits. Digital Twin is a software representation or a system of physical assets, systems, or processes that can be used to detect, prevent and predict, optimize, and maximize business value through real-time analytics. GE Digital is focused on three core areas: Asset and Network. As a strategy to improve system performance, monitor, simulate, and control assets, processes, or networks. Reduce asset- and process-related incidents to protect employees' health and safety and avoid unplanned downtime.

MATLAB®, a combination of a desktop environment for iterative analysis, design processes, and a programming language that expresses matrix or array mathematics directly, is MATLAB®. It also includes the Live Editor, which allows you to create scripts that combine output, code, and formatted text in an executable notebook. MATLAB toolboxes have been professionally developed, tested and documented. MATLAB apps allow you to see how different algorithms interact with your data. You can repeat the process until you get the results you desire. Then, MATLAB will automatically generate a program to replicate or automate your work. With minor code changes, you can scale your analyses to run on GPUs, clusters, and clouds. You don't need to rewrite any code or learn big-data programming and other out-of-memory methods. Convert MATLAB algorithms automatically to C/C++ and HDL to run on your embedded processor/FPGA/ASIC. Simulink works with MATLAB to support Model-Based Design.

Beyond traditional RF simulation, design, analyze, verify radio frequency integrated circuits. Design and verification can be done with confidence using both nonlinear and steady-state solvers. Complex RFICs can be validated faster using wireless standard libraries. Verification of IC specifications via RF simulation must be done before taping out an RFIC. Simulators can simulate the effects of layout parasitics, complex modulated signal, and digital control circuitry. PathWave RFIC Design allows you to simulate in both frequency and time domains and can bring your designs to Cadence Virtuoso. Simulate components on silicon chips accurately. Optimize designs using sweeps and load-pull analysis. Incorporate RF designs into the Cadence Virtuoso environment. Performance can be increased with Monte Carlo and yield analysis. Safe operating area warnings simplify debugging. Use the most recent foundry technology right away.

RFICs can be designed, analyzed, and verified using a variety of simulation methods. Gain confidence using steady-state and nonlinear solutions for design and verification. Wireless standard libraries speed up the validation of complex RFICs. Model silicon chips accurately. Optimize designs using sweeps and load pull analysis. Simulate RF designs using Cadence Virtuoso or Synopsys Custom Compiler. Monte Carlo and yield analyses can be used to increase performance. Early in the design phase, assess the error vector magnitude (EVM), for the latest communication standard. Use the latest technology in foundries immediately. Early in the RFIC development phase, it is essential to monitor system IC specifications like EVM using RF simulation. Simulations include effects from parasitics on layouts, complex modulated signal, and digital circuitry. Keysight RFPro Circuit allows you to simulate in the frequency and time domain.

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.

6SigmaET is an electronic thermal modeling tool that uses advanced computational Fluid Dynamics (CFD), to create precise models of electronic equipment. Our thermal simulation software is specifically designed for electronics. It offers unparalleled intelligence, automation, and accuracy to help you meet all your requirements and overcome any thermal design challenges. 6SigmaET is the fastest-growing thermal simulator software in the electronics cooling market since its inception in 2009. 6SigmaET's versatility allows you to simulate the thermal performance electronic components, from the smallest ICs up to the most powerful servers. Watch one of our videos to learn more about 6SigmaET's benefits for your industry. Or, browse our case studies. You can import the entire CAD geometry and PCB designs into 6SigmaET to perform thermal analysis. This will reduce the time it takes to create models.

ModelRisk Excel add-in allows users to include uncertainty into their spreadsheet models. Since 2009, ModelRisk has been the market leader in innovation. It was the first to introduce technical Monte Carlo methods features that make risk models more easy to build, audit, and test. They also match your problems more precisely. ModelRisk users replace uncertain values in their Excel models with ModelRisk's special quantitative probability distribution functions, which describe the uncertainty. ModelRisk then automatically generates thousands of scenarios using Monte Carlo simulation.

Virtual product development in a unified CAE environment. GMTO's team is using MSC Apex for the giant telescope to withstand earthquakes in Chile and to help humanity understand the universe. Engineers call it addictive because it allows you to have fun and interact with the environment. MSC Apex structures provides a user interface that allows for scenario definition, results post-processing, and integrated solver methods. This solution is unique because it combines computational parts assembly technology with a generative framework. This allows for interactive and incremental analysis. The user can interactively and incrementally verify that FEM models have been solved using the integrated user interface and solver methods. A series of solver checks may be run against individual parts or assemblies. The model diagnostics can then be reported to the Analysis Readiness panel.

Adaptive Research is pleased announce the immediate release CAESIM 2024, a simulation platform that provides advanced computational fluid dynamics modeling capabilities with multi-physics capabilities. The new release of software provides new tools and features that optimize the modeling process, and provide CFD engineers with fast simulation solutions.

Software for finite element analysis using CAD-embedded software. You can use a wider range of study types and materials to aid your analysis. Inventor®, Nastran®, provides finite element analysis tools for engineers and analysts. Simulation includes many types of analysis, including dynamics, heat transfer, linear and nonlinear stress and dynamics. Inventor Nastran can only be found in the Product Design & Manufacturing Collection. The Product Design & Manufacturing Collection includes advanced simulation, 5-axis CAM and nesting tools, as well as AutoCAD and Fusion 360.

Quanto™, WorldQuant Predictive’s flagship product delivers AI-powered prediction directly to business users. Our intuitive analytics app empowers them to run simulations, optimize their decision making, and make better decisions. WQP's proprietary technology and processes extract signals from thousands data sources around the globe and use them to make AI-powered predictions that can help in decision-making. This revolutionary approach allows AI to be deployed in a previously unheard of scale and speed. Clients get full functionality from day one. They don't need to clean or integrate their own data. Our global network develops models in collaboration. Their diverse approaches reveal signals that others miss, and improve accuracy. Our unrivaled library, which includes alternative and third-party information, identifies alphas that have been overlooked.

Virtually test drive your business processes. Process simulation allows you to take processes for a spin and identify potential roadblocks. Cutting-edge process mapping and simulation software that is designed to help organizations with process improvement, increase efficiency, and reduce waste. Ability to simulate real-world scenarios and provide insights into the performance and bottlenecks of processes. Powerful analytics and reporting capabilities allow tracking and monitoring the performance of processes over time.

AVEVA PRO/II™, Simulation is a steady state simulator that optimizes plant performance through process design, operational analysis, engineering studies, and improved process design. AVEVA PRO/II simulation optimizes plant performance through improved process design, operational analysis, and engineering studies. AVEVA PRO/II Simulation is designed to perform heat and material balance calculations for a wide variety chemical processes. For the most cost-effective operation, you can design new processes or evaluate alternative plant configurations. AVEVA PRO/II simulation is now available online with seamless maintenance, on-demand access, and flexible use. Our support team has over 15 years of combined experience. AVEVA PRO/II simulation optimizes plant performance through process design improvements and operational analysis. It also performs engineering studies.

Predictive analytics can help you optimize your marketing spend. To grow your business, use relevant real-time indicators of consumer and economic behavior. Our advanced economic and modeling engine allows companies determine how external factors (economical, environmental or consumer behaviour) would affect sales performance without the influence advertising spend or pricing changes. This will give your team a solid base to evaluate marketing effectiveness. You will be able to determine if sales increases were actually due to marketing campaigns or simply changes in consumer sentiment or economic conditions. We use machine learning and predictive analytics to determine if marketing spend is related to external conditions and campaign performance. This will allow you to identify which campaigns have made a difference. Use our Campaign Simulator to predict the future outcomes of advertising campaigns when creating a marketing strategy.

AWS RoboMaker, a cloud-based service, allows robotics developers run, scale and automate simulations, without having to manage any infrastructure. It allows for cost effective scaling and automation of simulation workflows, supports large scale and parallel simulations using a single API, and facilitates creation of user-defined randomized virtual environments. Developers can perform automated testing in a continuous integration pipeline, train reinforcement learning models with extensive iterative tests, and connect multiple simultaneous simulations to fleet software for comprehensive testing. AWS RoboMaker integrates with AWS machine-learning, monitoring, analytics, and other services. This allows robots to stream, communicate, understand, and learn data. Connect multiple simulations simultaneously to your fleet software for testing.

Learn how to scale a simulation across multiple instances without having to manage them. AWS SimSpaceWeaver makes it easy to build and run large spatial simulations on the cloud. AWS will manage the scale and the complexity so that you can focus on what you do best: building. With massive, city-scale simulations, you can visualize immersive environments and understand possible real-world outcomes. SimSpace Weaver allows you to increase the complexity and number of objects within your simulations. Avoid the time-consuming challenges of data management, replication and time synchronization between servers. Integrate seamlessly with popular simulation engines and development tools, such as Unreal and Unity. Create millions of dynamic entities in virtual environments that reflect the real world. Simulate traffic patterns, public transport networks, or supply chains infrastructure for entire cities and countries.

Remcom has created XFdtd, a full-wave electromagnetic (EM) simulation program. This full-featured electromagnetic simulator solver offers high-performance computing options and simplifies analysis of the most difficult EM problems. XFdtd has many applications. It can be used for microwave device design, antenna placement, radar and scattering as well as biomedical applications.

Creator, which is natively based on OpenFlight 3D simulation models, is the original software to create optimized 3D models for your virtual environment. Creator is the industry standard software for creating optimized 3D models for virtual environments. Content creators are continually challenged to create more detailed models, better performance, and greater realism. Content creators have a wide range of tools to help them create models, modify or import existing models, and enhance objects for use with sensor-capable simulations. Creator gives you complete control over the modeling process and allows you to quickly create highly optimized, physically accurate 3D models. Creator allows you to create models faster and more precisely by allowing you to interact with your models at every level, from the database to the single vertex attribute.

USIM PAC is a steady state process modeling and simulation program that can be used to optimize industrial processes. USIM PAC can simulate, model, and balance all streams and units of your processing plant from one interface. USIM PAC is a special engineering software. It is based on the detailed and configurable characterisation of material. It is especially useful if you work with solids or complex mixtures that are difficult to describe as pure substances. Empower engineering decisions. Your processing plant's efficiency and profitability will increase. You will be safer, faster, and more efficient. USIM PAC is a comprehensive software platform that allows for the simulation and modeling of industrial processes. It can perform simulation, data reconciliation and mass balancing, as well as flowsheeting, equipment size, economic and environmental calculations, and off-line optimization in one environment for the entire plant or a portion thereof.

Improve your service to customers by providing better visibility and predictability for container vessel ETAs, ETBs, and ETDs. Inventory levels, production schedules and transportation can be better planned. Cost reduction by reducing uncertainty and optimizing operation. Improved customer service through reliable information about shipment arrivals. Data in real-time allows for agile decision-making. Predictive analytics that incorporate data on port congestion, and other factors that affect cargo movements. Using advanced statistical models, we can analyze decades of data on actual sailing plans. Total visibility and predictability for monitoring and controlling your shipments. All global services will be rotated in one rotation. Plan your logistics more efficiently to save time and resources. Predict arrival and departure times using insights from historical data. Address any potential delays in the supply chain.

Kombyne™, a new SaaS high performance computing (HPC), workflow tool, was initially designed for customers in the aerospace, defense, and automotive industries. It is now available to academic researchers. It allows users to subscribe for a variety of workflow solutions for HPC-related jobs, including on-the-fly extraction generation and rendering to simulation steering. Interactive monitoring and control are available with minimal simulation disruption, and no reliance upon VTK. Extract workflows and real time visualization eliminate the need for large files. In-transit workflows use a separate process that receives data from the solver and performs visualizations and analysis without interfering in the running solver. The endpoint, also known as an extract, can output point samples, cutting planes, and point samples for data science. It can also render images. The Endpoint can also be used to bridge to popular visualization codes.

Software that improves asset performance. All in one integrated suite: maintenance and spares optimizations, availability studies, reliability centered maintenance, cost evaluations of life cycles, and accelerated testing. Connect directly to SAP or MAXIMO and analyze data. Weibull analysis can be used to identify critical equipment and automatically create failure models. Simulate your maintenance plans to optimize them and reduce costs. Predict system availability to optimize your design. Simulation of multiple-product capacities with target cost penalties. Model system dependencies using fault trees or RBDs. Create operational rules to accurately simulate performance. Find the best policy for spares. In the ALT module, you can predict life cycle costs and analyze test data to identify stressed failures. Process reliability module identifies trends in plant performance.

Geminus unleashes predictive intelligence by combining AI and physics with multifidelity modeling. Our first-principles AI transforms the physical world's constraints into resilient predictive models. Geminus uses sparse data to quickly analyze complex industrial systems and predict the impact on your business. Geminus' multi-fidelity approach merges models with data, allowing you to create highly accurate surrogates that are more than 1,000x faster than simulation. Geminus is the only tool that accurately quantifies model uncertainty. This allows you to be confident in your predictions, and the decisions they make. Geminus reduces the time it takes to create models from months to hours. It also requires far less data and computes more resources than traditional AI or simulation methods. Geminus models are infused with knowledge of the behavior of real-world systems.