Projects


AI-based C-UAV Swarm Defense

successful application of alphamale

Developed using Artificial Twin’s internal core tech α-MaLe, this RL-based Counter-UAV Swarm Defense system provided our defense customer with a scalable and adaptive solution for coordinating kinetic effectors under uncertainty. By leveraging α-MaLe, we rapidly built a robust simulation environment, integrated noisy detections and probabilistic dynamics, and trained agents capable of outperforming heuristic baselines. In a mission-critical setting where reliability, responsiveness, and coordination are paramount, α-MaLe enabled fast iteration without sacrificing realism or control fidelity, transforming a research challenge into a deployable decision support tool.

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DIAMBRA AI Tournament Platform

successful application of alphamale

DIAMBRA, a competitive Deep Reinforcement Learning platform, was successfully delivered thanks to our internal AI & ML core tech α-MaLe. By leveraging α-MaLe we equipped our client with a robust, scalable foundation for training, evaluating, and deploying intelligent agents in arcade-style environments-complete with real-time tournaments, streaming, and benchmarking. In a domain where coordination between multi-agent systems, reproducibility, and flexible simulation pipelines is critical, α-MaLe allowed us to move fast without compromising on research-grade reliability. This core technology was instrumental in transforming DIAMBRA from a concept into a high-impact platform that ultimately reached acquisition.

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CAD Files Reader and Handler

successful application of coge

CoGe, our advanced technology for Computational Geometry, allowed an Italian company, which provides advanced Computational Fluid Dynamics simulation services, to scale up their potential super fast with top-class reliability and robustness. In this field, supporting as many input file formats as possible guarantees a strategic market advantage. For this reason, leveraging our production-ready tool, which allows ingesting and discretizing NURBS files, provides a very high-value feature.

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Surf Fin Hydrodynamics

successful application of phymo

PhyMo has played a major role in providing guidance and consulting for Computational Fluid Dynamics testing of several hydrofoil prototypes that are part of a patent-pending project. The CFD results played a key role in helping confirm whether the humpback whale-inspired design methods were worth pursuing, allowing evaluation of performance using only CAD models of designed parts, without any need for physical prototyping.

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Inhaler Deposition Pattern Analysis

successful application of phymo

This success story shows how PhyMo has been adopted for total drug deposition optimization given a fixed amount of medicine, using particle size and injection angle as optimization parameters. A detailed simulation result is reported, conducted on a real nasal cavity CAD model, allowing for a complete grasp of this tool’s power in performance optimization for medical devices involving complex physics.

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Valve Rigid-Body Simulation

successful application of phymo

This project investigates the dynamic interaction between a Variable Orifice Valve plate and the surrounding gas flow. As the valve plate moves, it modulates the pressure drop across the valve, creating time-dependent changes in the flow field. Powered by PhyMo, this simulation showcases best-in-class capabilities for studying fluid–structure interaction through both visual and quantitative outputs.

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Machine Space for 3D Printing

successful application of coge

In this success story, CoGe was customized to meet a specific need for WOMP, a US-based company in New York offering 3D printing services: the quantification of the so-called ‘Machine Space’, a key factor in estimating 3D printing costs. It now runs live in their production environment, calculating this metric (along with other geometrical quantities) for uploaded 3D models in just a few seconds.

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Spear Tip Shape Optimization

successful application of phymo

This study is focused on performance optimization for underwater fishing equipment, a spear of a fishing shooting rifle. The aimed goal is to increase spear velocity and range, as well as increase shooting power. PhyMo is designed to perform exactly these tasks: it allows to virtually replicate real world conditions in order to spot non-optimal design choices, enabling the user to test shape modifications without the need to produce physical prototypes.

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Drill Bit Flow Simulation

successful application of phymo

This project analyzes the flow around a drill bit, focusing attention on its nozzles, which inject fluid to remove debris from the zone in front of it. In order to assure proper performance, many factors have to be considered. In such harsh environments, optimal design choices are of major importance. PhyMo allows to perform virtual simulations to obtain accurate and meaningful insights on how the model under test will behave. In this specific case it has been used to evaluate flow configuration for a set of different models, allowing to compare them in terms of performances.

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Pressure Vessel Structural Verification

successful application of phymo

Pressure vessels design is a very classical topic in mechanical engineering. Even though the theory behind it is very well established, strict adherence to regulations and standards must always been enforced and observed. PhyMo plays a central role in this success story. It has been adopted to verify the structural design of a pressure vessel component, carried out by means of a Finite Element Analysis software. This study was part of a broader verification process aiming at issuing a certification of conformity.

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